diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..80317bbc10565068ec796b4ca2f8c0ffc9b333e4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd7f3bc7f6f7085578a717c8344e4e84e8d42372
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..461f252d3d2293250495ed9940d08c250c7ca026
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39d02e40b477b09222dd610c73df8787d919499f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..afea2a1783ed117c32ce1519592d1ef34d73171e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e11548a8cd9f9657e86a9676535693aec4602961
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3f655db6f5b8e24289c90d8b18264614c603d12
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2092b09a19bfdd55b6d82910fd763f584aebcf2f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ad2f1fe9056445bd220d38c580731a8d8bcdfae
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
@@ -0,0 +1,31 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e268e8f5f80b45ee20e02f92e34c14ed8ab775e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000028-foa__347626__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6716242a14b99c6c16c09f95dbe0694c150de2f3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000036-foa__134816__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44a53c0a15ded4a77994447d05f54f037413299a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000036-foa__134816__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_0001_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_0001_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_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000044-foa__51247__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_0001_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_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000044-foa__51247__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f70ada49fdb9349ef9ffec9b83e170db05172dc1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000044-foa__51247__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000060-foa__243557__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27826e032b4d3ce003109463f8d324f498d0683f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000060-foa__243557__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000068-foa__215156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00b02fdb0e060483dc570e74e9473b3ff9b2eda3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000076-foa__231275__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..37c89ebfad135086aa0b97f662f096bc01a37bf7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000084-foa__316645__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000016-foa__148416__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000016-foa__148416__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e0b13992efd48765a6102943493f8a2a387aff20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000016-foa__148416__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000016-foa__148416__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8cd9e90db539061e98aceb963ef0f9685817ca50
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000032-foa__160877__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000032-foa__160877__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db9859ef65a3a258467ca9ed33bc072221ca8f2c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000032-foa__160877__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000040-foa__164883__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000040-foa__164883__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7b236bd4976554092234ba7786138ccbca8b5f32
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000048-foa__250195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..63bb55afea83a0d808579ee125ef1a7bef18e68c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000048-foa__250195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000056-foa__134898__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da22b60999f6662ce8edf2b1c5ac3ce81b6e563b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000064-foa__429131__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba1b7c9301a5a788c9cd8b7b98183535119e8e4d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000072-foa__64425__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_0001_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_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000072-foa__64425__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e1e39872ed52ec0af66cbce366c9ebcab3b7b38
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000080-foa__61567__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c76a11ee0e95dbfcbd4d9d3682410d3c3a2c3406
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000080-foa__61567__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_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000096-foa__208875__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000096-foa__208875__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..763ad1abedac7bc4c6f5d3d0b5be3fdf11da5b32
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00057-1UnKg1rAb8A__000096-foa__208875__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00067-osQy15y8EVT__000004-foa__378643__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00067-osQy15y8EVT__000028-foa__95743__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b501c540c23222483b9838538a4be8d748e2d3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00067-osQy15y8EVT__000036-foa__52289__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..348b0d9a1bb0ed999f5af27669f1dff4deee5854
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00067-osQy15y8EVT__000044-foa__352294__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a0a613dd5d1ad186ae1bdff0471522937469cd17
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00067-osQy15y8EVT__000044-foa__352294__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00067-osQy15y8EVT__000044-foa__352294__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8c1457c160d93bbc055693e5317ca967ddc5713
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00067-osQy15y8EVT__000060-foa__83870__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59d420911662a2c07d734b7107c274f271e407ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00067-osQy15y8EVT__000060-foa__83870__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00067-osQy15y8EVT__000068-foa__441__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..337b8e066d746576e36eaa6d6b759326816fe9d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00067-osQy15y8EVT__000068-foa__441__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0534813d1f9e2e1ec7746c3c2170218f1e69fedd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00067-osQy15y8EVT__000068-foa__441__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00067-osQy15y8EVT__000076-foa__34136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce6e95ed019f4af82660b565c6d379d1e78ae97a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00067-osQy15y8EVT__000092-foa__364471__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c85f3106050a8341efb8a52b096b98756ab2c0a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000000-foa__41106__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a853b4388df838fa9c49a60567a28d91e6c97fcb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000000-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_0001_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_0001_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_0001_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000008-foa__325561__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000016-foa__49486__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000032-foa__362279__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c8b031ba6c7c35c38f1fb04d51e8a29e2cad9a7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000072-foa__377389__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27f30fa36d97031b64e1fa5464e8b498f467d3a9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000080-foa__429169__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3259b47e816bde64f5a33470b63c486f694587ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000080-foa__429169__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000088-foa__389458__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f2f0e03ae758161be118d81d4d090817ad991301
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000096-foa__158751__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e8ffe92802897057e358175beb894e13f8c65061
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000096-foa__158751__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_0001_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_0001_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_0001_csv/valid__hm3d__00087-YY8rqV6L6rf__000004-foa__350264__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,11,war_sound,55.076,-22.731,1.643,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00087-YY8rqV6L6rf__000012-foa__366728__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00087-YY8rqV6L6rf__000012-foa__366728__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc4dfead586361504f3d259f34c450648603dcdc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00087-YY8rqV6L6rf__000012-foa__366728__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00087-YY8rqV6L6rf__000020-foa__202274__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15dbfe5746ed373e3ba6ceb5d21d9cfa338de104
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00087-YY8rqV6L6rf__000020-foa__202274__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00087-YY8rqV6L6rf__000044-foa__426377__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00087-YY8rqV6L6rf__000044-foa__426377__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b29099e6afb249c2fdf676c35dd0873de7729ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00087-YY8rqV6L6rf__000044-foa__426377__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00087-YY8rqV6L6rf__000052-foa__338950__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f43b517eddfd7a33324aa7787a159e4f599988f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00087-YY8rqV6L6rf__000060-foa__378397__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_0001_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_0001_csv/valid__hm3d__00087-YY8rqV6L6rf__000060-foa__378397__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ff631db9dae051bdd7a586eebef5f3e7d72ae706
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00087-YY8rqV6L6rf__000084-foa__172400__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb3e72dc507d9698d6ed5f9b3fc96e312817032f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00087-YY8rqV6L6rf__000092-foa__265361__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..066b881cb92c041668720181a4834716081e10d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00096-6HRFAUDqpTb__000008-foa__202909__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4a97ab52abc2226b37a33d3c34d3b653ec8b457d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00096-6HRFAUDqpTb__000008-foa__202909__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_0001_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_0001_csv/valid__hm3d__00096-6HRFAUDqpTb__000016-foa__244469__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..34509f4a3fcdda774b2e5b45f0c8b2032a45330f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00096-6HRFAUDqpTb__000016-foa__244469__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00096-6HRFAUDqpTb__000032-foa__353178__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4192431a597cac4e21b826038a2359dce7cc13d0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00096-6HRFAUDqpTb__000032-foa__353178__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00096-6HRFAUDqpTb__000040-foa__243547__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a89a7b05dc45c71d83711ab1491961d3bb2e8477
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00096-6HRFAUDqpTb__000048-foa__378143__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04186b5b446a5cc6428361d2281b0cc610eaeedb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00096-6HRFAUDqpTb__000056-foa__69157__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c098b19a94f3db4c4d071d4bf8f3353f3ab66f54
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00096-6HRFAUDqpTb__000072-foa__273647__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38b704f185b78bf4c4f27557155cb35cbcd55dd2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00096-6HRFAUDqpTb__000072-foa__273647__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_0001_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_0001_csv/valid__hm3d__00096-6HRFAUDqpTb__000088-foa__353171__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36ab5bc72bec0057d479c4f13e1efc05d5cc4302
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00096-6HRFAUDqpTb__000088-foa__353171__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_0001_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_0001_csv/valid__hm3d__00096-6HRFAUDqpTb__000096-foa__368470__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c41e422b141b3d9df406df92784eaab6d0cfed4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00096-6HRFAUDqpTb__000096-foa__368470__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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00104-KJxdMPgweZG__000036-foa__189946__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00104-KJxdMPgweZG__000036-foa__189946__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e263c6715765a444a3065d13ef7e90866ca5dbd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00104-KJxdMPgweZG__000044-foa__246259__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..07d108e4f5632d612851404fe5b110f2bb95aaac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00104-KJxdMPgweZG__000052-foa__326209__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e3c6879597954455abca851ef82372438f25425
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00104-KJxdMPgweZG__000060-foa__103110__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08a3d4e5f55b2ad6771c8cc28b957cb928aba61c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00104-KJxdMPgweZG__000076-foa__326231__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00104-KJxdMPgweZG__000076-foa__326231__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6cb3230332cc334832cc4c00e38c919985b01cf6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00104-KJxdMPgweZG__000076-foa__326231__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00104-KJxdMPgweZG__000084-foa__9102__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00104-KJxdMPgweZG__000084-foa__9102__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a92e1b11b5554eb575ddbd090f7c96d8035af02c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00104-KJxdMPgweZG__000084-foa__9102__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_0001_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_0001_csv/valid__hm3d__00104-KJxdMPgweZG__000084-foa__9102__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d5ebdf9b20ca5525bbb5b00a786f85a1b35bbe2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00104-KJxdMPgweZG__000084-foa__9102__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00104-KJxdMPgweZG__000092-foa__374110__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a58193cf3f216d4eda361cb0fbcff33a3bf692dd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00104-KJxdMPgweZG__000092-foa__374110__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_0001_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_0001_csv/valid__hm3d__00214-WeyCwVzL53K__000000-foa__165987__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6cde9e156909e41780b9e68bbd6eaccbd76db137
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00214-WeyCwVzL53K__000080-foa__265988__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57b7abe3c950bf4ec187d66f1d65cff934f6f541
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00214-WeyCwVzL53K__000096-foa__353480__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..49dd95342d872927b6eb6bde88757758b56c7853
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00232-XNiSi1YgPRR__000004-foa__420400__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_0001_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_0001_csv/valid__hm3d__00232-XNiSi1YgPRR__000012-foa__118978__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fbf60e48abbd86138c3a623fc5ba6680ceed20b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00232-XNiSi1YgPRR__000012-foa__118978__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00232-XNiSi1YgPRR__000020-foa__374113__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92d96fd297716b296a021e0d8e0f5189a4ac0cc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00232-XNiSi1YgPRR__000020-foa__374113__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_0001_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_0001_csv/valid__hm3d__00232-XNiSi1YgPRR__000036-foa__353178__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..420a6759ea8e47163bf7a8bff793bb08a3e128db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00232-XNiSi1YgPRR__000036-foa__353178__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00232-XNiSi1YgPRR__000044-foa__382806__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e270d879a07942ae572f6f000332c02d35014a89
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00232-XNiSi1YgPRR__000060-foa__432568__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ebc2b77a84c0aeca2da3948ef5e5ddc8cc49557
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00232-XNiSi1YgPRR__000068-foa__381434__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..756264ba7437255d09d9666f03f40e86b66fd93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00232-XNiSi1YgPRR__000076-foa__203721__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00232-XNiSi1YgPRR__000076-foa__203721__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..60f706bde650f2ff90135c70a2bf3029cda0089e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00232-XNiSi1YgPRR__000076-foa__203721__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00232-XNiSi1YgPRR__000084-foa__431588__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00232-XNiSi1YgPRR__000084-foa__431588__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b905cf63d73d41cd9b9a1efa02cbd8a408643a2d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00232-XNiSi1YgPRR__000084-foa__431588__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00232-XNiSi1YgPRR__000092-foa__345546__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..549b5506740d21e199249730a70dfbb135c73239
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00237-BW1f54ZNVW6__000000-foa__34854__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e8bba0f67311864f53e90ede81c658682ec22dfe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00237-BW1f54ZNVW6__000016-foa__94198__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_0001_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_0001_csv/valid__hm3d__00237-BW1f54ZNVW6__000016-foa__94198__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a64b7e590621169a4edc7df1132186479e044153
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00237-BW1f54ZNVW6__000032-foa__323041__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eeb6e8ecba4814107aadb22b1b2e4fce1319e4cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00237-BW1f54ZNVW6__000048-foa__53810__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..267381a1251ca2030884ee7ddc1ecc4fbef33b54
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00237-BW1f54ZNVW6__000064-foa__321155__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..212a7f2216f3c8be69c91680667ff1d221be0638
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00237-BW1f54ZNVW6__000064-foa__321155__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_0001_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_0001_csv/valid__hm3d__00237-BW1f54ZNVW6__000072-foa__411575__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3497d48a29a2c45532a9d1a5a3e19f2766fa5c2d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00237-BW1f54ZNVW6__000080-foa__100681__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00237-BW1f54ZNVW6__000080-foa__100681__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3514b3f5bf17987984ea636aa99ffed647235a4a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00237-BW1f54ZNVW6__000080-foa__100681__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00237-BW1f54ZNVW6__000088-foa__212787__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00237-BW1f54ZNVW6__000088-foa__212787__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..43b3959fc100ee0855c2427a9fc23680c89f87ac
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00278-dcd823nTKH9__000012-foa__82523__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00278-dcd823nTKH9__000012-foa__82523__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b62e4960e0714902060b51c770efab425bb362a7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00278-dcd823nTKH9__000012-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_0001_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_0001_csv/valid__hm3d__00278-dcd823nTKH9__000020-foa__333775__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..34aab8f199569392b0013e824c0e152b040683ff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00278-dcd823nTKH9__000020-foa__333775__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_0001_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_0001_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_0001_csv/valid__hm3d__00278-dcd823nTKH9__000028-foa__209829__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,-52.879,19.787,1.075,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00278-dcd823nTKH9__000028-foa__209829__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e9b6ff81681e050d47e9c0b615451c255d31cc7d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00278-dcd823nTKH9__000028-foa__209829__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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00278-dcd823nTKH9__000052-foa__185804__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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00278-dcd823nTKH9__000076-foa__147317__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
+2,0.7752,0,11,war_sound,-31.494,6.259,0.661,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00278-dcd823nTKH9__000076-foa__147317__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9e3b1d8134b32c2a6b717d18c660782524dff3a0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00278-dcd823nTKH9__000076-foa__147317__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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00304-X6Pct1msZv5__000000-foa__353473__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_0001_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_0001_csv/valid__hm3d__00304-X6Pct1msZv5__000024-foa__272038__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2f17721abea8208dd795f7ad1834716006f70fe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00304-X6Pct1msZv5__000040-foa__74122__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_0001_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_0001_csv/valid__hm3d__00304-X6Pct1msZv5__000048-foa__65184__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9efea3c4587d6079ae49767ef5959521bc588e50
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00304-X6Pct1msZv5__000056-foa__236812__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_0001_csv/valid__hm3d__00304-X6Pct1msZv5__000056-foa__236812__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00304-X6Pct1msZv5__000056-foa__236812__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77e228e2740f4f94f6a9e3702b00422e5602641f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00304-X6Pct1msZv5__000056-foa__236812__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_0001_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_0001_csv/valid__hm3d__00304-X6Pct1msZv5__000064-foa__402557__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7fd95428a03a79f2ab2e5b94ca60d9eb93dcd39e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00304-X6Pct1msZv5__000064-foa__402557__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00304-X6Pct1msZv5__000080-foa__326706__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d07836b7ffe38dc5cde902fc89d72931da4c68fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00304-X6Pct1msZv5__000088-foa__68968__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eabf1c44043b10f83d927008a9e4580f5e83e6e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00304-X6Pct1msZv5__000096-foa__216768__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00304-X6Pct1msZv5__000096-foa__216768__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3485f43494c274e70edecda74d7e60b39540da71
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00304-X6Pct1msZv5__000096-foa__216768__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00322-7Xp37y8DpSv__000004-foa__66259__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a1bfffd15494038c918ca13dc11b7665b5e34c94
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00322-7Xp37y8DpSv__000036-foa__252784__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f36512009b957e72fc8a70134bc7d1d6e188ba82
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00322-7Xp37y8DpSv__000052-foa__14384__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c7b42c4b3a46f6294c43809e23c9f551e54012e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00322-7Xp37y8DpSv__000060-foa__257777__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00b85b4e6020da1bc21249baadfad2e61df658a9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00322-7Xp37y8DpSv__000060-foa__257777__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_0001_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_0001_csv/valid__hm3d__00322-7Xp37y8DpSv__000068-foa__364836__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d433bbb983d489005625ea4f46af1fec668ff1c3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00322-7Xp37y8DpSv__000068-foa__364836__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_0001_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_0001_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_0001_csv/valid__hm3d__00322-7Xp37y8DpSv__000076-foa__138114__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00322-7Xp37y8DpSv__000076-foa__138114__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb1d6962d6a322df20168d76ffcf42df702ab04c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00322-7Xp37y8DpSv__000076-foa__138114__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_0001_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_0001_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_0001_csv/valid__hm3d__00322-7Xp37y8DpSv__000084-foa__177556__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00336-uc8QkFS11Hj__000008-foa__86148__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00336-uc8QkFS11Hj__000008-foa__86148__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0627f1640624c05ce8322c4b86d30917f618af8d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00336-uc8QkFS11Hj__000008-foa__86148__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00336-uc8QkFS11Hj__000024-foa__167265__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00336-uc8QkFS11Hj__000024-foa__167265__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..53b31cf1f62053bf5e8819da107bbe2bb1e10fed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00336-uc8QkFS11Hj__000024-foa__167265__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00336-uc8QkFS11Hj__000056-foa__56492__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8523b81f3b235b37014af8d965b3bab63a76b1a7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00336-uc8QkFS11Hj__000056-foa__56492__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_0001_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_0001_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_0001_csv/valid__hm3d__00336-uc8QkFS11Hj__000088-foa__268930__gt.csv
@@ -0,0 +1,5 @@
+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_0001_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_0001_csv/valid__hm3d__00336-uc8QkFS11Hj__000088-foa__268930__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc6fea17d31e5be15ee5cf013fd16110f2c05456
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00336-uc8QkFS11Hj__000088-foa__268930__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00336-uc8QkFS11Hj__000096-foa__398345__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..34cfa832a0b917ef5a011591a0e9ac544ef11600
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00336-uc8QkFS11Hj__000096-foa__398345__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_0001_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_0001_csv/valid__hm3d__00357-TzQLNfWugiZ__000004-foa__82523__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c8505cba7c4b300946e0bf2c25f9b76272617bc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00357-TzQLNfWugiZ__000004-foa__82523__pred.csv
@@ -0,0 +1,29 @@
+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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00357-TzQLNfWugiZ__000028-foa__334541__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..03b251560ddeff1980264df5342fab685d9117bd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00357-TzQLNfWugiZ__000036-foa__82506__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f824260dd746270425e05a476b337f797f9c34b3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00357-TzQLNfWugiZ__000068-foa__205610__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7442740606aad43d5d3ddcd33ef7556afbcdc6a1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00370-RcuYAHzrjK7__000008-foa__119718__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f1890291bab8fcf8de238338df4c546cc79f73a9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00370-RcuYAHzrjK7__000016-foa__118183__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..968805f6221f0ff940de8bfbc7204318351baa09
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00370-RcuYAHzrjK7__000016-foa__118183__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_0001_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_0001_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_0001_csv/valid__hm3d__00370-RcuYAHzrjK7__000024-foa__187985__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_0001_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_0001_csv/valid__hm3d__00370-RcuYAHzrjK7__000040-foa__353883__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de950fcbadf7c34d1741c7a73c5a52aa7e16223a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00370-RcuYAHzrjK7__000040-foa__353883__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_0001_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_0001_csv/valid__hm3d__00370-RcuYAHzrjK7__000040-foa__353883__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1290fbceb066fce8fd490797a8a1feb155ab722c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00370-RcuYAHzrjK7__000048-foa__102105__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bdc8ddd05c875ba92a58c1475e3053077e267ed8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00370-RcuYAHzrjK7__000056-foa__2636__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9e3651d3acd5f02765fe0c9b33f87d481812dd3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00370-RcuYAHzrjK7__000080-foa__382816__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00370-RcuYAHzrjK7__000080-foa__382816__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dba12e6a78fcfe43285690cf3f50446783b7f728
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00370-RcuYAHzrjK7__000080-foa__382816__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
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00370-RcuYAHzrjK7__000088-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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00370-RcuYAHzrjK7__000096-foa__168965__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f8324f0bdfe4a9a2ee6f1054758dc8affc081e4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00370-RcuYAHzrjK7__000096-foa__168965__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00375-kubNyvKJBUX__000004-foa__36237__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a0bbd7a914a81754ab4dea9f675da0b08ac4757b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00375-kubNyvKJBUX__000012-foa__166500__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00375-kubNyvKJBUX__000012-foa__166500__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5cfe75bd7a8a5eac3c9230336323d6fe8046c14f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00375-kubNyvKJBUX__000012-foa__166500__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00375-kubNyvKJBUX__000012-foa__166500__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..79edfeea8bd6daf6385b8bd87779f50ff1a9e89c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00375-kubNyvKJBUX__000036-foa__162747__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00375-kubNyvKJBUX__000060-foa__326279__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bec42eee5976efe88ffc84aeaed64e6eca798c6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00375-kubNyvKJBUX__000068-foa__325881__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83155f8d2b24780f5fffcb948d01e88be183e690
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00375-kubNyvKJBUX__000092-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_0001_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_0001_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_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000000-foa__353475__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_0001_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_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000000-foa__353475__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11f69acc248018ece43173d6beaada8f94fefc7d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000000-foa__353475__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_0001_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_0001_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_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000016-foa__258236__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_0001_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_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000024-foa__266597__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c0257632ca3317ee9fb1d3b74b7818031e0f205
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000024-foa__266597__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000024-foa__266597__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6fc60d033b0eea475b2406aae530833f1e0562f1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000024-foa__266597__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_0001_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_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000032-foa__142638__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d2978f95a36ced30bc5674dcebff4dc18f99b1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000040-foa__167228__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1826b53001affc1bcff1e246969fd3b7d64c4791
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000048-foa__390787__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000048-foa__390787__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f059a9ddbdecdc54f4029ded88671e7c976068c3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000048-foa__390787__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000048-foa__390787__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..edac3d3038e48b138d102ca1eb44b9ce00fa3c5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000056-foa__398462__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f642de0a2fdf48a831efaaa7431e5a5b4091ddea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000064-foa__260939__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5e5a9bc23bda354768bdca8693dd3fcf033fa10
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000072-foa__324528__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e922e669d2a0568f1de2bfdc6f172753bc18dfca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00396-wuKkTq5GJbi__000096-foa__135642__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18826f580039973374afd239b3a9a21f54e9f190
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00420-R6Byftz8wRN__000004-foa__366154__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bf1d57ff820032a7763e708551ae65baa92677d4
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00420-R6Byftz8wRN__000012-foa__272065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e1dde46eb20298f9172e0206b577ca04a5eb54f0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00420-R6Byftz8wRN__000020-foa__151613__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a96d02f66426e217b83b6b473689c6f43444fe8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00420-R6Byftz8wRN__000028-foa__166899__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..476c017a6d1ff462c7bcb545bb4ae9a181618a63
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00420-R6Byftz8wRN__000028-foa__166899__pred.csv
@@ -0,0 +1,133 @@
+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_0001_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_0001_csv/valid__hm3d__00420-R6Byftz8wRN__000052-foa__377357__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d705394a5c61bac1b9f1c85d34a18f46750d08d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00420-R6Byftz8wRN__000052-foa__377357__pred.csv
@@ -0,0 +1,21 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,1,string_instrument,-9.48,-41.924,2.974,0.9922,1
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+4,1.6942,0,1,string_instrument,98.056,-71.052,2.35,0.0004,0
+0,0.0,1,24,glass,78.072,-8.572,2.45,0.003,1
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+4,1.6942,2,1,string_instrument,10.959,-8.672,1.991,0.0001,0
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+2,0.8471,3,15,percussion,38.83,14.514,2.031,0.0001,0
+3,1.2706,3,15,percussion,49.703,16.573,1.944,0.0001,0
+4,1.6942,3,15,percussion,54.805,17.215,1.904,0.0001,0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00420-R6Byftz8wRN__000060-foa__210582__gt.csv
@@ -0,0 +1,40 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+2,0.8,0,10,machine,-41.674,-18.279,2.09,1.0,
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+40,16.0,0,10,machine,-41.674,-18.279,2.09,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00420-R6Byftz8wRN__000076-foa__152904__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
+0,0.0,0,14,laughter,175.219,-4.089,2.101,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00420-R6Byftz8wRN__000084-foa__152490__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..701ddfc168d24fa1019e9132c1a6082f025d7266
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00420-R6Byftz8wRN__000084-foa__152490__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_0001_csv/valid__hm3d__00447-5RtSdesLuHt__000000-foa__42173__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00447-5RtSdesLuHt__000000-foa__42173__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..abbc2615026ff0c1172c9be995fbbf60d4fa0f38
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00447-5RtSdesLuHt__000000-foa__42173__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_0001_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_0001_csv/valid__hm3d__00447-5RtSdesLuHt__000024-foa__147317__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d63cc567a5bcf303d12948ae429d48c2340ed2e8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00447-5RtSdesLuHt__000024-foa__147317__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_0001_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_0001_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_0001_csv/valid__hm3d__00447-5RtSdesLuHt__000032-foa__432755__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
+0,0.0,0,18,dog,166.441,-14.296,4.98,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00447-5RtSdesLuHt__000032-foa__432755__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d0ff9b33a53a8061f69b5a2db07b54860231680
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00447-5RtSdesLuHt__000032-foa__432755__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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00447-5RtSdesLuHt__000048-foa__394381__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02ea982bba08f89bf3cacf569310863a2714b196
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00447-5RtSdesLuHt__000056-foa__18351__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_0001_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_0001_csv/valid__hm3d__00447-5RtSdesLuHt__000072-foa__110818__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..daffc2a42a32542ad44e3f1ddac7936633c9335e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00447-5RtSdesLuHt__000080-foa__415160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..030f43ff14a780642f4ca51d93b0a89b0421870e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00447-5RtSdesLuHt__000080-foa__415160__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_0001_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000004-foa__167564__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000004-foa__167564__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..43775d7c81581b8d995413007c58de74a7dce115
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000004-foa__167564__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000012-foa__128630__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50a1fb14136c6d3e094e8503eab67728d40384e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000028-foa__405320__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c14be128a043f5ac67d4b0fb751ce58adce830e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000036-foa__221143__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec95322378d3195c01ae0025a8b94d5605b4330f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000036-foa__221143__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_0001_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_0001_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_0001_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000044-foa__333775__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000052-foa__108268__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58299664aa57869a7e660897ecb1113a1a4df22f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000052-foa__108268__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000060-foa__82098__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aee32d71c05ddeb5451d593dccf2004817a3872b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000068-foa__148252__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..28b7ce74f22aab78c10a3824769cd19c13e5d867
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000084-foa__246117__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..870a7a984cf7a584c7e43469a3b12d5073901371
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000092-foa__35872__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc20990523e4c8364aab873b9b29681dc4d46e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00473-xccdSFAEPau__000000-foa__202956__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00473-xccdSFAEPau__000000-foa__202956__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00473-xccdSFAEPau__000000-foa__202956__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9215395c9b6b0c569ae31fe6f94adbba9947a127
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00473-xccdSFAEPau__000000-foa__202956__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00473-xccdSFAEPau__000024-foa__194917__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00473-xccdSFAEPau__000024-foa__194917__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c550e8481f9096330566ea57f92be4e3b0e9c79
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00473-xccdSFAEPau__000024-foa__194917__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00473-xccdSFAEPau__000024-foa__194917__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da4abd94c3c390eaa16256666280110a6d4c1a4e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00473-xccdSFAEPau__000024-foa__194917__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00473-xccdSFAEPau__000032-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_0001_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_0001_csv/valid__hm3d__00473-xccdSFAEPau__000040-foa__46079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e089110a473be4a639ec351dca64139e2c410e2c
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00473-xccdSFAEPau__000040-foa__46079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10b1edff6892547a4b351482e747a48bcc78768b
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00473-xccdSFAEPau__000048-foa__26958__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_0001_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_0001_csv/valid__hm3d__00473-xccdSFAEPau__000080-foa__152490__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5150045c94f953af5b31e0b9f6fdb06cf6330a85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00473-xccdSFAEPau__000088-foa__237083__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_0001_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_0001_csv/valid__hm3d__00473-xccdSFAEPau__000088-foa__237083__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..120d69aa802eeb39c527996152fb0c912d28a403
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00473-xccdSFAEPau__000088-foa__237083__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_0001_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_0001_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_0001_csv/valid__hm3d__00473-xccdSFAEPau__000096-foa__174101__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_0001_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_0001_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_0001_csv/valid__hm3d__00474-v46TaF2rxHK__000012-foa__430708__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_0001_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_0001_csv/valid__hm3d__00474-v46TaF2rxHK__000012-foa__430708__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ff7e9b6ceb2cfeb006f02a15447a37f0c13d616f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00474-v46TaF2rxHK__000028-foa__360942__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00474-v46TaF2rxHK__000044-foa__96518__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00474-v46TaF2rxHK__000044-foa__96518__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..03e0a8cda6de4c5ed7e5930a20992eef57c2366c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00474-v46TaF2rxHK__000044-foa__96518__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00474-v46TaF2rxHK__000052-foa__375999__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4dcfb4bc6fd2a3050666d9440c44e921a406073
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00474-v46TaF2rxHK__000076-foa__17602__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a27c99c0cf344f891ea78d3ed371dc06afe8552d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00474-v46TaF2rxHK__000084-foa__432869__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8feacc57761feb0552e6fa7a7fda889e3d890d11
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00474-v46TaF2rxHK__000084-foa__432869__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00518-o1F5JVHc6mb__000000-foa__133833__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af4f631d8b2ed7c1963468f1f70ca29e50ceccc5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00518-o1F5JVHc6mb__000008-foa__21592__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_0001_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_0001_csv/valid__hm3d__00518-o1F5JVHc6mb__000008-foa__21592__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b0ff3f71af51f8d858c6adc99cab6bb44edf1314
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00518-o1F5JVHc6mb__000016-foa__104817__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9ebdae97b185607f25728f5e96c7fca04f500c0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00518-o1F5JVHc6mb__000016-foa__104817__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00518-o1F5JVHc6mb__000032-foa__16427__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..63426e2bd203cdff8b9d82c5fe0e5ae17bf37e62
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00518-o1F5JVHc6mb__000032-foa__16427__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00518-o1F5JVHc6mb__000048-foa__319781__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f0ed540e964c1d95e022ebf4380cbfb56673220
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00518-o1F5JVHc6mb__000048-foa__319781__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_0001_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_0001_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_0001_csv/valid__hm3d__00518-o1F5JVHc6mb__000064-foa__138050__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
+5,2.0524,0,26,kitchenware,-75.086,5.323,4.883,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00518-o1F5JVHc6mb__000072-foa__169937__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9619f9a97731162005cde861d971eae0f98f0f57
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00518-o1F5JVHc6mb__000088-foa__383368__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19f1a1c8c692435e527082ba3daf810d60db3cab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00518-o1F5JVHc6mb__000096-foa__374116__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a9bccc2ed76a881ada481242eec43051e91c9e1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00518-o1F5JVHc6mb__000096-foa__374116__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00530-C7xtw9uhYFn__000004-foa__382693__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..728b03f51751c37228907a253d3725419f9b60f5
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00530-C7xtw9uhYFn__000012-foa__198243__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ada570ed1d70e15b6963ff1250d9ab1a1abc44fd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00530-C7xtw9uhYFn__000012-foa__198243__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_0001_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_0001_csv/valid__hm3d__00530-C7xtw9uhYFn__000020-foa__33941__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6eb5a4da1a6356ab898f39caf5afb03afa668bd6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00530-C7xtw9uhYFn__000020-foa__33941__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00530-C7xtw9uhYFn__000028-foa__197743__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65315b9c2343235ddb67f0db36cd091117ae02cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00530-C7xtw9uhYFn__000036-foa__128428__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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00530-C7xtw9uhYFn__000060-foa__29535__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ceeccfb6576a663663edce7bbf50f0a03f9a4c52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00530-C7xtw9uhYFn__000068-foa__250090__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d190bf9ca31c348ce28f791c4d8fca7bd0dcb0a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00530-C7xtw9uhYFn__000068-foa__250090__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00530-C7xtw9uhYFn__000076-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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00530-C7xtw9uhYFn__000092-foa__362327__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00536-QFjJExB2jgE__000008-foa__160605__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..805eb02a2a0dee9d827ae5d982a299806c5632aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00536-QFjJExB2jgE__000008-foa__160605__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00536-QFjJExB2jgE__000016-foa__38471__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00536-QFjJExB2jgE__000016-foa__38471__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e8655e484b84bceaa35cb072be20a62305f78142
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00536-QFjJExB2jgE__000016-foa__38471__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00536-QFjJExB2jgE__000024-foa__220507__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a79b04ed0037145eab70390a137d941cd5504bed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00536-QFjJExB2jgE__000024-foa__220507__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00536-QFjJExB2jgE__000040-foa__90024__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00536-QFjJExB2jgE__000040-foa__90024__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..28e213fc09ed6c13edc01c0af3450245144756e8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00536-QFjJExB2jgE__000040-foa__90024__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00536-QFjJExB2jgE__000040-foa__90024__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e476690e116963fb1ae29e5332df248e9ca78a23
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00536-QFjJExB2jgE__000048-foa__152557__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..85639fd9a9eeb41fe638b8c800649b71a9cf244b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00536-QFjJExB2jgE__000056-foa__374117__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00536-QFjJExB2jgE__000064-foa__326242__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..103675eed9233701cfda49fe597c06f54009bead
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00536-QFjJExB2jgE__000080-foa__374088__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00536-QFjJExB2jgE__000088-foa__352293__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ccf8b63bf8b05739c04eecbe9f77517fed86b581
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00536-QFjJExB2jgE__000096-foa__352290__gt.csv
new file mode 100644
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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_0001_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_0001_csv/valid__hm3d__00552-eip6PNoeCPr__000004-foa__351745__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b734bed77ca42db0c629f2542837d510cfbf192
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new file mode 100644
index 0000000000000000000000000000000000000000..7f84a5f5fe5c19007a6071c3007b66a79b803e4e
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00552-eip6PNoeCPr__000020-foa__157545__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_0001_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_0001_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_0001_csv/valid__hm3d__00552-eip6PNoeCPr__000028-foa__350264__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_0001_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_0001_csv/valid__hm3d__00552-eip6PNoeCPr__000036-foa__37311__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c05267bf56c7a952e2ff4247eb5fbd583e75e388
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00552-eip6PNoeCPr__000044-foa__404841__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e46ac10f55bfc33ff9b08463fe9882a8f0124d1d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00552-eip6PNoeCPr__000068-foa__318614__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_0001_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_0001_csv/valid__hm3d__00552-eip6PNoeCPr__000068-foa__318614__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f2f371998de8e6dc8cf1dc2d9fef8c8095878ae3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00552-eip6PNoeCPr__000084-foa__395105__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33d56b47294202c0d1fcdc53da6004658d7e53cf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00552-eip6PNoeCPr__000092-foa__167565__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..69bc0e7be6cdab7a1a5038187628b36732b37b99
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00552-eip6PNoeCPr__000092-foa__167565__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00563-Bnq6SeZGL5b__000000-foa__216816__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b2e6d99ac3b90bb6084c0ba30d94f690e6f8bc6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00563-Bnq6SeZGL5b__000008-foa__374110__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93eba78c49b13e1651aa8e8f9a4e4fefab1f6f5f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00563-Bnq6SeZGL5b__000008-foa__374110__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_0001_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_0001_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_0001_csv/valid__hm3d__00563-Bnq6SeZGL5b__000024-foa__238250__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_0001_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_0001_csv/valid__hm3d__00563-Bnq6SeZGL5b__000032-foa__17599__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e427d1266bdbb9a2669f1c4864ae1ca4e740b9ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00563-Bnq6SeZGL5b__000032-foa__17599__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_0001_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_0001_csv/valid__hm3d__00563-Bnq6SeZGL5b__000040-foa__189195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..adcec6bc0893d03991d2de62ffc36f01c4da4ef0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00563-Bnq6SeZGL5b__000040-foa__189195__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_0001_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_0001_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_0001_csv/valid__hm3d__00563-Bnq6SeZGL5b__000048-foa__147019__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00563-Bnq6SeZGL5b__000048-foa__147019__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bbeca929b9b0bb43dc0cf9f929b85545d23016b7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00563-Bnq6SeZGL5b__000056-foa__332256__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c04daeb1dffeb385ffd9b6966b18a45a757159b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00563-Bnq6SeZGL5b__000072-foa__335585__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44415ce469b3c8a606371ba0d3baa269558eaff3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00563-Bnq6SeZGL5b__000080-foa__336672__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04b0fc3d25b1e46b25420bd23e409e82bef4ba71
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00563-Bnq6SeZGL5b__000088-foa__430977__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a796adc00a48942e8190f2b63ead5e7b85338dfe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00563-Bnq6SeZGL5b__000096-foa__46060__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e8ae940ae905bd845ee38e8b67d7a3120c3931e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00578-dTzYwo8Hppu__000004-foa__333318__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9daf0d0fb4e973363fec27d471c48c4f4c0ab4b7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00578-dTzYwo8Hppu__000012-foa__374127__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_0001_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_0001_csv/valid__hm3d__00578-dTzYwo8Hppu__000012-foa__374127__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3f12d173184a333424c64eacf5646d14f687cf1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00578-dTzYwo8Hppu__000028-foa__93040__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00578-dTzYwo8Hppu__000036-foa__222603__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00578-dTzYwo8Hppu__000044-foa__434818__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..518880710f0dcd1074b4967a505b3ada2f9adb3a
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00578-dTzYwo8Hppu__000052-foa__220420__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00578-dTzYwo8Hppu__000060-foa__226381__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ea83af46fc33e7d2b3d5fdf408ca5b38fb2289e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00578-dTzYwo8Hppu__000060-foa__226381__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00578-dTzYwo8Hppu__000068-foa__418199__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fdd0826b91346056853e01521f86a6132bd51545
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00578-dTzYwo8Hppu__000068-foa__418199__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_0001_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_0001_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_0001_csv/valid__hm3d__00578-dTzYwo8Hppu__000084-foa__325569__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_0001_csv/valid__hm3d__00578-dTzYwo8Hppu__000092-foa__96386__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00578-dTzYwo8Hppu__000092-foa__96386__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f585343c5e1ed003cd84a8c3d74f318a6c4c031d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00578-dTzYwo8Hppu__000092-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_0001_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_0001_csv/valid__hm3d__00578-dTzYwo8Hppu__000092-foa__96386__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..71d657c511e0812a1473ab5d056bdd04f9a8eab7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00578-dTzYwo8Hppu__000092-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_0001_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_0001_csv/valid__hm3d__00579-9hJwm8k7Gka__000000-foa__378646__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d08963e5b178da44b91a1daa1d1dd92b28d56a95
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00579-9hJwm8k7Gka__000000-foa__378646__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_0001_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_0001_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_0001_csv/valid__hm3d__00579-9hJwm8k7Gka__000008-foa__110554__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
+0,0.0,0,3,body_sound,59.899,10.193,3.856,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00579-9hJwm8k7Gka__000008-foa__110554__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00579-9hJwm8k7Gka__000008-foa__110554__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5e87dd5e0cc14539bb5ff3f852e4b61bdf21d0ee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00579-9hJwm8k7Gka__000008-foa__110554__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_0001_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_0001_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_0001_csv/valid__hm3d__00579-9hJwm8k7Gka__000016-foa__345685__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_0001_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_0001_csv/valid__hm3d__00579-9hJwm8k7Gka__000016-foa__345685__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7031dd17d278ea4632bd8e805ad61ced902e89a2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00579-9hJwm8k7Gka__000032-foa__271514__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00579-9hJwm8k7Gka__000032-foa__271514__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fcad8228f6e632b0aa367a43ba1a23c9e8a8f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00579-9hJwm8k7Gka__000048-foa__383201__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e9cbd72b76be68f4b4a97cd4c1a4008ca3f3142
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00579-9hJwm8k7Gka__000056-foa__252870__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9b732bd305a58dd5e0da879c9bf880c917eb640b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00579-9hJwm8k7Gka__000080-foa__405842__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..757d1e492d42d39d091b61c68b38bdd1ff9bb615
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00615-PUNuHY5M7MS__000004-foa__209644__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
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00615-PUNuHY5M7MS__000012-foa__367499__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00615-PUNuHY5M7MS__000020-foa__173596__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3a9e012ce9510989689b89ccfd4a6d6403a1ce4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00615-PUNuHY5M7MS__000028-foa__21101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..645d8fb19c27da1cd572bbe8b3d4d6b6341ecaaf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00615-PUNuHY5M7MS__000036-foa__29542__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc25f058ab0a0e096cd977c30f554786f6a5b368
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00615-PUNuHY5M7MS__000060-foa__374109__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00615-PUNuHY5M7MS__000060-foa__374109__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..857299b8d6ff4b7ba8dcb849e93fe11bfd576cab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00615-PUNuHY5M7MS__000060-foa__374109__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_0001_csv/valid__hm3d__00615-PUNuHY5M7MS__000068-foa__543__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00615-PUNuHY5M7MS__000068-foa__543__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c0032c125099844213b768e351fecc5dc54c940
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00615-PUNuHY5M7MS__000068-foa__543__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00615-PUNuHY5M7MS__000092-foa__197743__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bafac54711a9d52b691bcd9683dd3dde7668f118
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00635-drvaU627cQh__000000-foa__65598__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8957f80765b3af0dc54813e58f9ead6bd563f1e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00635-drvaU627cQh__000016-foa__263786__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a133793c0387faa0c4938df66fe7d953d25af9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00635-drvaU627cQh__000016-foa__263786__pred.csv
@@ -0,0 +1,17 @@
+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_0001_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_0001_csv/valid__hm3d__00635-drvaU627cQh__000024-foa__382645__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..31059e907e12529311cba62d7a2191186d7c30f4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00635-drvaU627cQh__000024-foa__382645__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00635-drvaU627cQh__000056-foa__377341__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e28a324a1e4877af1bc152ceb8262dd53a0e8b42
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00635-drvaU627cQh__000056-foa__377341__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00635-drvaU627cQh__000064-foa__175389__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fbe2048e8f8c3096c36ce788e5d5cd73809a563
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00635-drvaU627cQh__000064-foa__175389__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00635-drvaU627cQh__000072-foa__420102__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0502fc884ff61a2140b2056f415163c2dab74d1b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00635-drvaU627cQh__000080-foa__434473__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_0001_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_0001_csv/valid__hm3d__00635-drvaU627cQh__000080-foa__434473__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0de1bd93585fef8c643289d8a070b54e032e78c4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00635-drvaU627cQh__000088-foa__79143__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4ce2bc533f8cde081f71d5b97bbaf2d0cc61706
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00635-drvaU627cQh__000096-foa__137231__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_0001_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_0001_csv/valid__hm3d__00635-drvaU627cQh__000096-foa__137231__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5e6b36f6608a89261520bc73952929a09e4f6045
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00635-drvaU627cQh__000096-foa__137231__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_0001_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_0001_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_0001_csv/valid__hm3d__00658-a3JCmxobR99__000012-foa__62936__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
+0,0.0,0,24,glass,-5.758,-14.271,2.57,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00658-a3JCmxobR99__000020-foa__41106__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_0001_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_0001_csv/valid__hm3d__00658-a3JCmxobR99__000020-foa__41106__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..526c400543361be041f85331905126db83546b5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00658-a3JCmxobR99__000028-foa__434345__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00658-a3JCmxobR99__000028-foa__434345__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bff4a393060b3d059c45d09db697337324f41416
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00658-a3JCmxobR99__000028-foa__434345__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00658-a3JCmxobR99__000036-foa__346492__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b4261552142fffaed0d044ff298002ae0a4f42f3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00658-a3JCmxobR99__000044-foa__171636__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..85da0aa7c6402aa9e7cbd0c136f42d818acbfb7e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00658-a3JCmxobR99__000044-foa__171636__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00658-a3JCmxobR99__000052-foa__415372__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00658-a3JCmxobR99__000052-foa__415372__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d3748d6c6d83722cbbfaafffdf5d3db07c97ef4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00658-a3JCmxobR99__000052-foa__415372__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_0001_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_0001_csv/valid__hm3d__00658-a3JCmxobR99__000060-foa__98676__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0914f7b51f867fec247ac6ffcb98bda2bd73581b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00658-a3JCmxobR99__000060-foa__98676__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00658-a3JCmxobR99__000068-foa__188624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..67377c051b4c537c83be48e38e97fd071b92a66e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00658-a3JCmxobR99__000084-foa__128979__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00658-a3JCmxobR99__000084-foa__128979__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1fb15ced92278e2d5ac53cff547dc331a9fb0b54
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00658-a3JCmxobR99__000084-foa__128979__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_0001_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_0001_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_0001_csv/valid__hm3d__00715-kjUg7BaQF1C__000000-foa__403061__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00715-kjUg7BaQF1C__000000-foa__403061__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00715-kjUg7BaQF1C__000000-foa__403061__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16dd239e6187c085a6d0d5379c90578469ba026f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00715-kjUg7BaQF1C__000000-foa__403061__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00715-kjUg7BaQF1C__000024-foa__362959__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7d3adbdfd190d8cee64978c5bcb89f8b31ab015
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00715-kjUg7BaQF1C__000040-foa__57911__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_0001_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_0001_csv/valid__hm3d__00715-kjUg7BaQF1C__000040-foa__57911__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0bef09d6e91359356621a3bef3e0d2a0be81a591
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00715-kjUg7BaQF1C__000048-foa__326394__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1e7ebf8a6d6be1d47032fd4666fc5f2eef867489
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00715-kjUg7BaQF1C__000056-foa__176983__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a8ede4ccd00dee42b3c70faa07274c1975fc43fd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00715-kjUg7BaQF1C__000064-foa__235915__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ab5bf6ed27414e63c8d37dae2dfa909b6c002cf0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00715-kjUg7BaQF1C__000080-foa__96386__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_0001_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_0001_csv/valid__hm3d__00715-kjUg7BaQF1C__000080-foa__96386__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a364e716a65ac8e22778823cd3a6b5531989690
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00715-kjUg7BaQF1C__000080-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_0001_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_0001_csv/valid__hm3d__00715-kjUg7BaQF1C__000088-foa__409512__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..86808d2f6e15d67443a0059d90378d2edd49fbad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00760-5Poh4Qz68hd__000004-foa__235913__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c0e7675c96c768da1bc7cbe3b7b4eee58b0fd89d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00760-5Poh4Qz68hd__000020-foa__101186__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..715d0812c0fefa23131c99d3793b10efff994e2d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00760-5Poh4Qz68hd__000028-foa__142638__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad2446453c526205715ec7dfb0a677233050a032
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00760-5Poh4Qz68hd__000028-foa__142638__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_0001_csv/valid__hm3d__00760-5Poh4Qz68hd__000036-foa__388497__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00760-5Poh4Qz68hd__000036-foa__388497__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..633ba9a4621365e902298d59af32919be25db9c2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00760-5Poh4Qz68hd__000036-foa__388497__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_0001_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_0001_csv/valid__hm3d__00760-5Poh4Qz68hd__000060-foa__328879__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15ebc41c426bb790d35c01649313099a84f2a64a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00760-5Poh4Qz68hd__000060-foa__328879__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00760-5Poh4Qz68hd__000068-foa__104602__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c5a0a7111b2667530e50f2dd1aa0dffeeeb1937
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00760-5Poh4Qz68hd__000076-foa__371786__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..df70f8bfe311ae8d7291e8c1c91b19b09ab64e08
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00760-5Poh4Qz68hd__000092-foa__99859__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e10114195f598dd7b29263a06f62cb1467cf142a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00786-E9hxHD5h4FY__000000-foa__269476__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00786-E9hxHD5h4FY__000000-foa__269476__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..20d45f391adcfba49fbff7340a988b7cf1eda68c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00786-E9hxHD5h4FY__000000-foa__269476__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00786-E9hxHD5h4FY__000024-foa__149966__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90a7dee49ec7ff1b6ba54788dd100dda4cc11037
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00786-E9hxHD5h4FY__000024-foa__149966__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00786-E9hxHD5h4FY__000056-foa__138247__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16d32e1d2f5816833bbaba6c390b2d12a9a31de9
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00786-E9hxHD5h4FY__000072-foa__112380__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..702019e2023e271dd641bfeb5528dd34b73ecf68
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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_0001_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_0001_csv/valid__hm3d__00789-UAByLdpaokx__000004-foa__367499__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..462355221850dd3933b5c1b1e54fca06f9a91468
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00789-UAByLdpaokx__000004-foa__367499__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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00789-UAByLdpaokx__000028-foa__139087__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00789-UAByLdpaokx__000028-foa__139087__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db156235ff4b399d8060fe2b15bfd35eff7e9b2b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00789-UAByLdpaokx__000028-foa__139087__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00789-UAByLdpaokx__000036-foa__414541__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd1e31def0badec295c975836e0c55eff2eba870
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00789-UAByLdpaokx__000044-foa__74433__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41d275851df9ca81bf4c721ca5714268f01ee702
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00789-UAByLdpaokx__000044-foa__74433__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_0001_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_0001_csv/valid__hm3d__00789-UAByLdpaokx__000052-foa__201043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de65856747ea3be0954a0dc33ea1372b9826657c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00789-UAByLdpaokx__000052-foa__201043__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00789-UAByLdpaokx__000068-foa__170894__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b388d12d0ae0497daf16b2c5289488aeacf812dd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00789-UAByLdpaokx__000084-foa__209792__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_0001_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_0001_csv/valid__hm3d__00789-UAByLdpaokx__000084-foa__209792__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..706cb19d0a7c5771875b1ce9791539226a09d961
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000000-foa__348332__gt.csv
@@ -0,0 +1,8 @@
+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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000016-foa__141795__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea8a131ad99d8da41ea6b41644e7f9da51a164ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000016-foa__141795__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000024-foa__20933__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ab16c248191f00fd1d93b3f82cc867f25ed8e82
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000032-foa__160442__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000032-foa__160442__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18f44f578074c4d7f5594f9efe9fdee12f0dd8eb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000032-foa__160442__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000040-foa__404532__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000040-foa__404532__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b24dcd3ab54bf52b20ab85ecc1c891d58be6bc6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000040-foa__404532__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000040-foa__404532__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000040-foa__404532__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d36488225d16f39efb2bac28996b1b33b5cc3459
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000040-foa__404532__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000048-foa__324515__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ecf48425d9f6e7952b75a67c2d72c7ec7d8900c9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000048-foa__324515__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000056-foa__354058__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000064-foa__37299__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000064-foa__37299__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000064-foa__37299__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be9d33b1c41ded506cfd9e6206b9df89912cedce
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000064-foa__37299__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000072-foa__57130__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d1ab91bd60ea65f94ce8557712e1dde4c56797cf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000088-foa__374112__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_0001_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_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000088-foa__374112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19b3e48c898056234c0753db22e0d65e1c902e1c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000088-foa__374112__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_0001_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_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000096-foa__34332__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58504a6f2615f884f875c9c45ed76dfe3040d00d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000096-foa__34332__gt.csv
@@ -0,0 +1,39 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00791-JPMDv7zL4bF__000096-foa__34332__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..23b33ea40a6620eccd06fda252e32cc274b9ff39
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00793-NRsmXFcVTbN__000004-foa__389599__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57e23d86caa09824c6a79196450cda236eea7c3b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00793-NRsmXFcVTbN__000012-foa__379094__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c9c2ebb64a769fd746f310686144c3d1942eb3b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00793-NRsmXFcVTbN__000020-foa__431805__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__hm3d__00793-NRsmXFcVTbN__000020-foa__431805__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a5e4b083eef6210a40f249f1a72419327837f0f8
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00793-NRsmXFcVTbN__000044-foa__184622__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_0001_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_0001_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_0001_csv/valid__hm3d__00793-NRsmXFcVTbN__000052-foa__374127__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_0001_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_0001_csv/valid__hm3d__00793-NRsmXFcVTbN__000052-foa__374127__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5907198535a7980c2b91b9b7eecf93fee4c5f305
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00793-NRsmXFcVTbN__000060-foa__326331__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f7115d31a38d71db6a08af4feadb56afb5d1c82
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00793-NRsmXFcVTbN__000076-foa__324230__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06ecc172219d758ffa397509314f29453b9ccab3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00793-NRsmXFcVTbN__000076-foa__324230__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_0001_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_0001_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_0001_csv/valid__hm3d__00793-NRsmXFcVTbN__000084-foa__169937__gt.csv
@@ -0,0 +1,20 @@
+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_0001_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_0001_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_0001_csv/valid__hm3d__00793-NRsmXFcVTbN__000092-foa__138111__gt.csv
@@ -0,0 +1,22 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+1,0.4072,0,3,body_sound,-170.011,-21.772,4.73,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__mp3d__JmbYfDe2QKZ__000000-foa__255263__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a1f280fee2000b51375638bf6f210fcbca2993b0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__JmbYfDe2QKZ__000000-foa__255263__pred.csv
@@ -0,0 +1,21 @@
+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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+4,1.7274,3,38,camera,72.801,26.234,1.785,0.0001,0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__mp3d__JmbYfDe2QKZ__000016-foa__346956__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
+0,0.0,0,7,keyboard_instrument,154.908,21.51,1.544,1.0,
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+4,1.5956,0,7,keyboard_instrument,154.908,21.51,1.544,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__mp3d__JmbYfDe2QKZ__000016-foa__346956__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d555007116cb1054186ac408eff433feae2191b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__JmbYfDe2QKZ__000016-foa__346956__pred.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_0001_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_0001_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_0001_csv/valid__mp3d__JmbYfDe2QKZ__000024-foa__260951__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
+0,0.0,0,36,typing,-17.731,1.135,1.956,1.0,
+1,0.4172,0,36,typing,-17.731,1.135,1.956,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__mp3d__JmbYfDe2QKZ__000024-foa__260951__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f110c00d40bd4cf54e2e3d3ad45c20e3f8b5468
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__JmbYfDe2QKZ__000024-foa__260951__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_0001_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_0001_csv/valid__mp3d__JmbYfDe2QKZ__000032-foa__352331__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bf1d475a147fbc3907172ab5e83c4e96d5ebd2a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__JmbYfDe2QKZ__000032-foa__352331__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_0001_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_0001_csv/valid__mp3d__JmbYfDe2QKZ__000040-foa__246363__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a92ccafa80ec397ff584e6919f5cbb6b42a124ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__mp3d__JmbYfDe2QKZ__000048-foa__387957__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_0001_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_0001_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_0001_csv/valid__mp3d__JmbYfDe2QKZ__000056-foa__319363__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__mp3d__JmbYfDe2QKZ__000064-foa__108332__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3092fe876dea9ccbceb73cfe5a86afcd94523616
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__mp3d__JmbYfDe2QKZ__000096-foa__108523__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f4138bad60bba18ad3e47be18cec9604448e078
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__mp3d__VVfe2KiqLaN__000004-foa__265982__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_0001_csv/valid__mp3d__VVfe2KiqLaN__000012-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__VVfe2KiqLaN__000012-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..64c659e445107de6e0de10d4efd719a741005224
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__VVfe2KiqLaN__000012-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__mp3d__VVfe2KiqLaN__000020-foa__115833__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e4fec4ba37dd6aea08908e259e9c12d839c9eb0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__mp3d__VVfe2KiqLaN__000044-foa__135400__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__mp3d__VVfe2KiqLaN__000052-foa__431390__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c33881e9d21e6c312b5969e82c5ef1dfed498a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__mp3d__VVfe2KiqLaN__000068-foa__131876__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__VVfe2KiqLaN__000068-foa__131876__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..21ca4522ca82e67eae0d8c2d44716031bedc2571
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__VVfe2KiqLaN__000068-foa__131876__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_0001_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_0001_csv/valid__mp3d__VVfe2KiqLaN__000068-foa__131876__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1033ed8dba07451152a8947f54d104613a4b6621
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__mp3d__VVfe2KiqLaN__000076-foa__338905__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__mp3d__VVfe2KiqLaN__000084-foa__390889__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b1307bfdd0d5fa2790c4761556313f69653752dd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__mp3d__VVfe2KiqLaN__000092-foa__152367__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_0001_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_0001_csv/valid__mp3d__VVfe2KiqLaN__000092-foa__152367__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65f381379f694992cd263f0747d9c519f9664db5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__mp3d__dhjEzFoUFzH__000016-foa__415380__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9766c34c8ea1917368f3f57fc57181ba009e6d34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__mp3d__dhjEzFoUFzH__000024-foa__428338__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__dhjEzFoUFzH__000024-foa__428338__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ab0f8a9b6f09742636c709b7426997e57cd7d53
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__dhjEzFoUFzH__000024-foa__428338__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_0001_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_0001_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_0001_csv/valid__mp3d__dhjEzFoUFzH__000032-foa__183553__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_0001_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_0001_csv/valid__mp3d__dhjEzFoUFzH__000032-foa__183553__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59392929e299b3798fbfadff6fe97f599f60b7b6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__dhjEzFoUFzH__000032-foa__183553__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__mp3d__dhjEzFoUFzH__000048-foa__99860__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fee2a13134bf90e3c16032720b1ce494220aa0b0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__dhjEzFoUFzH__000048-foa__99860__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_0001_csv/valid__mp3d__dhjEzFoUFzH__000048-foa__99860__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__dhjEzFoUFzH__000048-foa__99860__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..caccdce3f4710414b77685fa80f15a783a329b70
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__dhjEzFoUFzH__000048-foa__99860__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__dhjEzFoUFzH__000056-foa__32481__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__dhjEzFoUFzH__000056-foa__32481__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f38e032ac070bd186314d10da9ce7c51da3f352
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__dhjEzFoUFzH__000056-foa__32481__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__mp3d__dhjEzFoUFzH__000072-foa__378646__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7aab13d4ee867b43f5725fd6a0736858dbb2a902
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__mp3d__dhjEzFoUFzH__000080-foa__226381__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__dhjEzFoUFzH__000080-foa__226381__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..588a01cd4ece52bd6405163ba3e2de57249d0e3b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__dhjEzFoUFzH__000080-foa__226381__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_0001_csv/valid__mp3d__dhjEzFoUFzH__000088-foa__18350__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__dhjEzFoUFzH__000088-foa__18350__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e0f1f43a8b9300c3916f55b2927a172c2c70df3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__dhjEzFoUFzH__000088-foa__18350__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__mp3d__dhjEzFoUFzH__000096-foa__389602__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__mp3d__qoiz87JEwZ2__000012-foa__338897__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a05c6e2abb05c15111264a665fd3c42282114a1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__mp3d__qoiz87JEwZ2__000028-foa__369056__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54667b11ae773ca71fb6ab468a83bd655eaaf7ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__mp3d__qoiz87JEwZ2__000036-foa__411576__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9bd8111dd8d4e83f4bcd98433f789e3b8049b9a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__mp3d__qoiz87JEwZ2__000044-foa__389238__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_0001_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_0001_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_0001_csv/valid__mp3d__qoiz87JEwZ2__000052-foa__339700__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_0001_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_0001_csv/valid__mp3d__qoiz87JEwZ2__000052-foa__339700__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe1467697ce9b0eae8cd36a6f70094ea01eb3346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__mp3d__qoiz87JEwZ2__000060-foa__264529__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_0001_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_0001_csv/valid__mp3d__qoiz87JEwZ2__000068-foa__46390__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a8216b2ae135de9197ea8e4d769ac0744815ddcc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__qoiz87JEwZ2__000068-foa__46390__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_0001_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_0001_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_0001_csv/valid__mp3d__qoiz87JEwZ2__000084-foa__395042__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_0001_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_0001_csv/valid__mp3d__qoiz87JEwZ2__000092-foa__277253__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b65ee0a7133a8504b061f78c85877a59f288dc1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__mp3d__qoiz87JEwZ2__000092-foa__277253__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_0001_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..067665832483dc26e86893d04bdbe4d8cf9e788e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..138510b6fc2fb2f6e16cd088da507537d77ba5c2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e0184787e5340200aa96b5b929487f6ac5936a53
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58cd631cdbd4ed5789b6afa92f4a7e87c701257c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000139__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..60a06e3ef3af2cf0def635dc4dd88bf96c8b32ff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b6cffea79e1f59af97351b709dfcc0b8ffd5bd6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000156__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_0001_csv/valid__ov2_000178__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000178__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000178__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6146a15c5d59c3936337f1a5693f25f5bc872888
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000189__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000189__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..212428bcae0e5b9e65d900d86c0da2ff484bc3e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000201__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000209__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000209__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000209__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d10f0a3357e49b286260fe8fc9ca41c03169c8cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000221__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000221__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb9a131d5f02a6860847c4d292e2a197bbf16681
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000232__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000240__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000261__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000261__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000261__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000261__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e1427c7bd46cec5b35854e3d7c64c2a81ad1213e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000272__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000272__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000284__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000284__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000284__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e93aaee5ebe17ba823d2fe46b75d42c70f13b10d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000295__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000295__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83e455b76bb40c0f27cfa5c183076bbbe03b74c0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000335__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000346__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000346__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..365afde0734b8c2f411235ee33d1e56ccbcd98f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000346__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000374__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000374__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000374__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e254ff3eb8716d20c75999e91f08a8f70aa3460
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000374__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000385__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000385__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000385__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc26d42137a1ac15380b39109fc9433c801ab2fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000385__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_0001_csv/valid__ov2_000407__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000407__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7418a151e2870a8731b287f9d7a15061b695daa0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000418__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000418__gt.csv
@@ -0,0 +1,83 @@
+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_0001_csv/valid__ov2_000472__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000472__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a9635df9c7dbbba9ea242d01b3d510808ff2570
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000481__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000489__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000504__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000504__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000504__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..67547fa1a4181db12ed7270324db567fb32d83ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000504__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000515__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000515__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000515__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5eba383df14aaf64eab868aef727b291356318ed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000525__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000535__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000543__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000543__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c558d72692019cba243dfafcd01459499b6b374
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000543__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000555__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000555__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..49acb17ffb3d4aabc43044d08eebf593195c0b8f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000555__pred.csv
@@ -0,0 +1,133 @@
+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_0001_csv/valid__ov2_000564__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000564__gt.csv
@@ -0,0 +1,42 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,61,cooking,-142.071,-11.439,3.958,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000576__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000576__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cac16ab36ba2c7f5bb55cc11b4bfa8f65812efea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000576__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_0001_csv/valid__ov2_000588__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000588__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74166c38a835fd73058d64c582e1b5e1bb731230
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000588__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_0001_csv/valid__ov2_000612__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000622__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000631__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000644__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000644__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000644__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..797ad028b2074dc7889a028ca81c54cd4ba02e3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000644__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000682__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000682__gt.csv
@@ -0,0 +1,22 @@
+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_0001_csv/valid__ov2_000682__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000682__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..977be65bfeadf5d6a47683cf43af9c12fb347a73
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000692__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000701__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000701__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000701__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db1dc4d894faf162422a02df92aca46686f27f76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000711__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000711__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_0001_csv/valid__ov2_000733__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000733__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7a81ffde347d8b3fbf92bdc558d5df885fec061f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000770__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000770__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000770__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24ce48c52dfe549637171a9bfd810514843ea6f1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000782__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000782__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000782__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b77ffdfe0ad550af8788c474c64620fcf16b8d5e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000810__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000810__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8b822b154b087dbbf51a4a301f6723e00999b75
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000810__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_0001_csv/valid__ov2_000846__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000846__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000846__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000846__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2df57dc8a7ee1667bf865d1004892651fcb2532
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000854__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000854__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00163c953f082ba471204110c602f893b46407da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000888__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000888__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ecca6ec2c19b751ca013fcbfd15ec83f0ae3d837
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000888__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_0001_csv/valid__ov2_000899__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000899__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000912__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000912__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..17db51bd61616184484819ab6be984eaced5adc9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000912__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000923__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000923__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000923__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000923__pred.csv
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000933__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000933__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61aee830bbdcf3069d800ccd862f7a393c09ea6d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000933__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_0001_csv/valid__ov2_000941__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000941__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..400262957d4c6beb360fd18be0b660a826ba3cf3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000941__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_0001_csv/valid__ov2_000941__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000941__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44cbdb9b9346224f07d5113c6a5f7ece1bc5013b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000952__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000952__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000952__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..608d622335fbecf9b71566cd242fd72823fe21bb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000952__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000961__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000961__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..968ff9a23f937d4c0a833317f0591f957a452409
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000975__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000985__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000985__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6b2b713ce154ee6b4c31220b3eeb12c5ca9c646
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000985__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_0001_csv/valid__ov2_000997__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000997__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001035__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001035__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001035__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001035__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0595b427cf0ae88c5a266b9e28f2a599dd1eb7aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001054__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001054__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001069__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001069__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001069__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001069__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b806c743a6a090fde45cf704e17570837b287c9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001079__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_0001_csv/valid__ov2_001101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001123__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001123__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d36520c07cc377b712da8e6cc1486bcd7a1f2451
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001133__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001133__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001133__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..71e5ff1fb791f3d878e786b7fd7461ab1693e04a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001154__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001165__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001165__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001165__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d5fb8b05900a8108b9b6c2834455e647d2d72920
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001175__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001175__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2f0517634b2a6b5dfa9b009cd22ea260b350f79
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001175__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_0001_csv/valid__ov2_001188__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001201__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001201__gt.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_0001_csv/valid__ov2_001201__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001201__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c44d3db5890ff3e5b328770585f2a2fbb9e90fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001209__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001209__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001209__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c238564c3565e311a4ec8c5843aa2216f99e76fe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001243__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001243__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_0001_csv/valid__ov2_001243__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001243__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f3e4a3112c3a60da76c76fbee217deff0fb877d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001243__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_0001_csv/valid__ov2_001254__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001254__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_0001_csv/valid__ov2_001264__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001264__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001264__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02f18e9af28f14adc81008b973c57dc5620470ee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001264__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_0001_csv/valid__ov2_001272__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001272__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d42e6fafea9f08710686a2c2f693268610784e09
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001308__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001308__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001308__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001308__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3bbdc1dec3192bd3d57289fcebdffe3966fefa7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001318__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001318__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001318__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d248fde2e61c616634bbb4b12d9b3ef56f26f41f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001327__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001349__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001358__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001358__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d5f9023c65056b4145ae11ab7086ee8e36c9832
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001371__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001371__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c066c6d3921e42514d801ce2286cf47f8018a8e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001383__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001395__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001395__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001395__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11f8d4d1e49e872c7eafa3c77ed01414ad57ee3c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001395__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_0001_csv/valid__ov2_001414__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001414__gt.csv
@@ -0,0 +1,78 @@
+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,-82.217,-27.918,2.471,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001414__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001414__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99a19293b719aa7dc321e94062350ba4ef943caf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001437__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001437__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001437__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001437__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..036242d3d04309f8926c4cf543fa53bba3c0cde9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001458__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001470__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001470__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eeb4dcbc591c83de2a98acac7241ec12388aa3e8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001481__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001481__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001481__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..34971b9ce305684a63139f7bfb2c69020c1d74c3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001493__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001493__gt.csv
@@ -0,0 +1,23 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,0,wind_instrument,-71.012,-37.428,1.124,1.0,
+1,0.409,0,0,wind_instrument,-71.012,-37.428,1.124,1.0,
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+6,2.4542,1,27,animal,48.08,-17.37,3.352,1.0,
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+12,4.9084,1,27,animal,48.08,-17.37,3.352,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001493__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001493__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8cf6378e3997b1748be4a60772c1a6fcab1b2a1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001493__pred.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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+19,7.7717,3,52,knock,154.846,-30.937,2.622,0.0002,0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001528__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001528__gt.csv
@@ -0,0 +1,69 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+1,0.4,0,57,printer,98.07,-35.084,2.469,1.0,
+2,0.8,0,57,printer,98.07,-35.084,2.469,1.0,
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+7,2.8,0,57,printer,98.07,-35.084,2.469,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001528__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001528__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e613e90bbd27d8d2c915f0c6712bbbabe10a64bb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001528__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001539__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001569__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001582__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001594__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001594__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a07df599cc9791ade5377c6f4b92af95fb595668
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001594__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_0001_csv/valid__ov2_001605__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001605__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99b3cd6f4463f53dbe3af511058407308803d7b1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001605__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_0001_csv/valid__ov2_001605__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001605__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..17154158b98df9253efd90f9951c953804ecd804
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001605__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001627__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001627__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7c44a7b782b5c5a3a176146e34d75b9f8b7b98d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb49cee145c1ffd128b04cb88498394ddae04f41
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001650__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001650__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc3095906a50f49785bba321ea31bae66eacb770
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001663__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001663__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_0001_csv/valid__ov2_001663__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001663__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..82794961f7a9edc4185dd92f5572d0b71ea7be2c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001687__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001687__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001687__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001687__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e4deca19c5248c40bf3d477845b149d4a65a41b
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001698__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001708__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001716__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001716__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001716__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c96d6cee5a1ce5e0d7f18f43cfa45be51fc1a7e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001716__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_0001_csv/valid__ov2_001735__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001735__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24bb1362592af925d3f51fe69a3df30944b831f4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001735__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_0001_csv/valid__ov2_001749__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001749__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001749__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..337f3d0b94085026502478c4744a74b822f9d510
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001749__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_0001_csv/valid__ov2_001761__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001761__gt.csv
@@ -0,0 +1,21 @@
+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_0001_csv/valid__ov2_001774__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001786__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001796__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001808__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001808__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001808__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..450ed4160a1f179525d2101c66a353aef4d999f3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001808__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_0001_csv/valid__ov2_001820__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001820__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bba18a61c7fc9fa3e6e1f62b61bb03725cd4a0c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001835__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001835__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c5dea4c9a7fed11ac3277e33dbca75bb0743c28
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001835__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001835__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4f9e86c2c7ce7975edfd1528751ea920899f7f5
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001846__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001878__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001878__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..601d9681743b8f31438669c18b02a5f3a1f0d83a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001878__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001889__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001889__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001889__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42fb219d5cbd52d8f4d8459dc02d078eee0bc3dd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001900__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001900__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_0001_csv/valid__ov2_001915__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001915__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001915__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ffd310b7c31e8c12e7b60139cf82cbf6d9c9579
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001915__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_0001_csv/valid__ov2_001927__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001927__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
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001938__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001938__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001938__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..29d0d68dcf20fac9942e6de22dc248d094565794
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001949__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001949__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001949__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec1e5c080dbd2ca577bb0d2c3a0c69b481a46b93
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001962__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001973__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_001973__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_001973__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..133c52d43b3e4167ef1d0d37bb60bcacd12cb61e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_001994__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_002015__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002015__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f9f5e541780269d72a2aadf697aad466c45d1a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002015__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002039__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002039__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a761b10a20bc42a61fcb76f5f87dc49a7c6ba91f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_002068__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002068__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b22ddd9371f1a75cf435ae4d41f98222ca42333
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_002077__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_002077__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002077__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bcc7801f8c8bae974047978af2d07a1dce30ea32
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002077__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61bcd0c43c943d17f88e595ea66d039abf354ad8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_002098__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_002098__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002098__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d25d712664c1d27ac3d078dbbab306c1121916f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002098__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002108__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_002108__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002108__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..20e1d550f0e6607a0858c4bde54aeff190971772
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002108__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ab5caa5d739d7391fa54f1700a7f18998e3d805a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002119__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_0001_csv/valid__ov2_002119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed05b3accf067f23d8438fa5fd44bdc70c74a83a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_002128__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_002148__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_002158__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_002158__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_0001_csv/valid__ov2_002158__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002158__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d93031905075b9e21b2e5b31e9e1c839ab412db3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002158__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002169__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_002169__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002169__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f7bec1339a04fc0e449254c6344becc1a0ed73a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002169__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002180__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_002180__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002180__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2daec8c994636915d2871376e89cd1734e118030
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002180__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_0001_csv/valid__ov2_002191__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_002191__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002191__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002191__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0cca729b5238e7c3ea0f37dd802db77cb23d9a72
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_002205__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002205__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0f0138421e1d004391b37e67eff2db92392a0a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_002241__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_002250__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_002250__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002250__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8a689a418681315a45740ec7eeba94d435d65ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002250__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_0001_csv/valid__ov2_002262__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_002274__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002274__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a09ef0aa4359dddee4526b4afb9c85807a6ba1e1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_002306__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002306__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b64e4231025fa70f7498593c9492423b9af74500
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002306__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_0001_csv/valid__ov2_002323__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002323__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7ee32cf12fd12094fa7cdf559ed00c614fd3975b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002323__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_0001_csv/valid__ov2_002332__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002332__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c42f77d85fdf5bd961eed50ab23211d66d003923
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_002353__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002353__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1833554ec68a8740fb34c049ad9174c7cb5365ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_002366__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002366__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f1ad6384820344162cd8343818d8ea10116b785d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_002390__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_002390__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8e47a526bf3526bdb0f22f01066f6cd59863692
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7dfe1660f8ed495bf0cd0af651aaba4d679105fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a85b90b74e7e071d46f73372f9c57e5fc4a4230d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18675f83b892430463aa72836d1cda665d7aa889
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db1e63bb25e0c574891402b4f5d4b476b06342f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000136__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_0001_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c1eb625f70d098557cdedd4b2a31485902d3c86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__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_0001_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,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_0001_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5bc70f395d74fdc73dba0560f5dab1c495dc52cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__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_0001_csv/valid__ov3_000202__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000202__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000202__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb78757860b1575d1f25daa4db39f046eeada661
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000227__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000227__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3162664cb60b51559677f0b562eddf0d85778a37
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000255__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000268__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000268__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f3194352010a317382769e9cb66c7f8dda038ccd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000278__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000278__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83ac8abec8ba7c5955749777adfbc9514d4a9de5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000278__gt.csv
@@ -0,0 +1,104 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000278__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000278__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75a1e222c779b59ea7c0f8514cffca2fd66f4c83
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000293__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000303__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000303__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bd9d75b51bfd3f2460895fa26de8441c10c0e93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000303__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_0001_csv/valid__ov3_000363__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000363__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad7676131a1450bab24053c6f95de21eeaded1fe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000363__pred.csv
@@ -0,0 +1,181 @@
+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_0001_csv/valid__ov3_000390__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000390__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7b33d7abcf193847db4d733c095c42c7cc2e2366
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000406__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000406__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8569ea80e8a4bfb6eb136bc5aecb87e51c301ecf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000426__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000426__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000426__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b0a1ca7a5e66a24ead701351a78715e2d14718b0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000436__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000436__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac27f657967ae0b52ff445305da10fbe99d83b11
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000445__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000445__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000445__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..311af634ff322897a9f9659158bf54d09bef561a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000458__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000458__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..daf75a79482446a0fe2e4ddf13c039f11add46ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000458__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_0001_csv/valid__ov3_000496__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000496__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..72743263de1c542b5da074c5c79e44c376fbb2c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000496__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_0001_csv/valid__ov3_000510__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000526__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000526__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc7dcac73cb9db3b464bb19dc7712fbdff19ed69
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000526__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_0001_csv/valid__ov3_000536__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000536__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000536__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cabea5b2b1dfbed395097e9af1e0091693dd0e73
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000548__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000548__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c6e392706c94a79ea66c497709ca3b63229249c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000548__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_0001_csv/valid__ov3_000548__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000548__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a372620029eafe921eb243270cda7729dcb42be8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000581__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000591__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000591__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b1631bfe0b2e0fb2ade0750a9e11418ac070ad71
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000603__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000603__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000616__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000616__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000616__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88b3dbe6889a8781b20ca981845b9d2e25bff746
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000616__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_0001_csv/valid__ov3_000627__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000627__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b21b3b1c9400d99277b85da8e4feeddfd028512b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000655__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000655__gt.csv
@@ -0,0 +1,99 @@
+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_0001_csv/valid__ov3_000678__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000678__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000678__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec81f66ad85b2f3443a6c868e6646e122c3fa808
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000678__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_0001_csv/valid__ov3_000691__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000691__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000691__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000691__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..53147433105200ac566c8f9dfe7abf37704e430f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000691__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000702__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000702__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..132aed99b6bc4b87db88d00e0ed2c1606b40e178
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000702__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_0001_csv/valid__ov3_000702__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000702__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57ccd2a4afe6b90f399aa04c8638cf39f79164ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000702__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000718__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000718__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000718__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b420c504067a0350713536778de35547b4e4c714
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000741__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_0001_csv/valid__ov3_000768__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000768__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..630c9770ce9bd5f9c46b0dcad8f3677c20fe5bda
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000778__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000778__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..748510db8771238a6b8c144bed738c98a09a6262
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000778__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_0001_csv/valid__ov3_000789__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000789__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_0001_csv/valid__ov3_000798__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000798__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a41deff0a01911276e6c265be7b8720f35b9cef9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000798__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_0001_csv/valid__ov3_000798__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000798__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..254e2d6f2cad0b88e8254fee36214ee39274e2ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000811__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000811__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cea942702aeea7c1f678eda6c3a76c40985eb8e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000843__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000843__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e966e156c444f2cf00b7029f78cbbe1cae870f51
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000853__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000853__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c49911348466f79e240d92ad923de9ea47124d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000853__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_0001_csv/valid__ov3_000864__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000864__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
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000864__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000864__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ead9dc3752794b04271caa3d69bb1392e862e0e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000873__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000910__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000910__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000910__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d952fe073be7ef65925d4972599fd44e3e28c837
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000966__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000966__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3011b09a2e1a7953ec9e22387ebc93dafd519edc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000966__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_0001_csv/valid__ov3_000991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fbf820ba9bd74395e5465879a8b00fd94dc47797
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000991__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_0001_csv/valid__ov3_001002__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001002__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001002__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ee2104f0996551751de99de05cb7747ebbcb78f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001013__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001013__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001013__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..537126b332564cb5142397f0ecf034b0c0900e16
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001025__gt.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_0001_csv/valid__ov3_001025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa5974a6de11fdc05a180c178924f08654279373
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001025__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_0001_csv/valid__ov3_001058__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001069__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001069__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a442ce49ebf3f517918900c946ffb9e5f59b0bea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001079__gt.csv
@@ -0,0 +1,133 @@
+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_0001_csv/valid__ov3_001092__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001092__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..85ffa9ce1231519157f39a4986fef6d97aba9a3c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001092__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_0001_csv/valid__ov3_001106__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001131__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001131__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001131__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..51ffb2a3b445b70314efb864a939f52efaeb8b49
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001146__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001146__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a76c89eadea0864aab6efbd838ac116adb12b8a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001154__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001154__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001166__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001166__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e32583c3d8d6266c19a05549a411db38bedbd3d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001183__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001183__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9baeabae7a599023c75e58eec3c90419baad612
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001197__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001197__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001197__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15582e8a08f3b2b47e8f26b3246e76163b0d9f88
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001207__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001207__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9552c8b117058c468bfce600c9327cd9b2fc9980
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001232__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001242__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001242__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001242__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10bd439a2022d437174f67eb7729df87b0750aa6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001270__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001270__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001270__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f9561990268ac4aa81e546ea551f3019997b7f0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001286__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001286__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001286__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e443fe11cae8b6fc1952c40b791b26b59fdf182
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001307__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001307__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001307__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d072e131bea866abe0700b55f7836bf0ad36146f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001317__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001317__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ed5130f213fecfab6a2a996cfde7729ec3db097
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001338__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001338__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e562fa1165ca42c1c4c9f8d9905cbb829c3bb611
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001373__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001373__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_0001_csv/valid__ov3_001373__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001373__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dff620093a62ff6f548fed5163e9c419d8b61ce1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001373__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_0001_csv/valid__ov3_001388__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001397__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001397__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ba4adb6402d6fb048120aabaf2d26679ef972ed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001410__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001410__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c598778e5315475243453c481a937d626b12e3c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001419__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001419__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a075a86412cfa1e0cbcd63dace6e40e24c84716
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001440__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001440__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_0001_csv/valid__ov3_001440__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001440__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c42287c710a0aa75e2d99d9b7ebd503de8555ae8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001440__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001454__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001454__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d909354ab181d6847188930608d139c2bc7214fd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001466__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001466__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58a99b69d9e4c5654bef26abd0a87c11dae048dc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001466__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001479__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001489__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001489__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ba58151f5644ecca6ff7f537c40a693dad9850b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001489__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001500__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001511__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001511__gt.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_0001_csv/valid__ov3_001522__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001522__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001522__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5cf421ab673067ad88a1e7d895353f343ebe8013
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001562__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001562__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_0001_csv/valid__ov3_001562__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001562__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e01f7e5d6ae38e6bb161cde054b7cb735f11cc08
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001562__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_0001_csv/valid__ov3_001573__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001573__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..151f0286e010ec9f11f6a9c28118433cb65779ce
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001581__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001581__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e919aab29fcc0d876e1e22a8a70044958d3e368a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001581__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_0001_csv/valid__ov3_001581__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001581__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b37b556e756c5100c275f846c7748be861171325
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001581__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_0001_csv/valid__ov3_001592__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001592__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001592__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001592__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de36d61165799ba7d68c06d52bea1bb84f120028
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001627__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001636__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001636__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b23d15fafec53d2976287594bc336d05cb10ed6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001650__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001659__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001668__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001668__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b82186266ae17c4f09b2a79b8faefddccd642b91
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001680__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001689__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001689__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba4567e7723dea6c8d86ccb0dc9bf815b402103a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001689__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_0001_csv/valid__ov3_001702__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001702__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c763227ef9c2210eed999a44ecfc6977a7ffc9d5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001702__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_0001_csv/valid__ov3_001714__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001714__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001714__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0269c16deec1fa0933913177642f38ecb0da2f76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001724__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001724__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..28cc0583ca0543b16fcc9ecd77448a692c56c34c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001753__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001753__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001753__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001753__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3729d58027dfc8d06c7cc14ca7bcde2a41a83792
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001789__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001789__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001789__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..860ba80170dd04942154805b18164f0a026bd136
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001800__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001800__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001800__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8db8a1db41153ac1b35e0c783c54215933db48c7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001811__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001811__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..700765c70243c105a72f24f8531a0debec0f6351
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001822__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001832__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001832__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001832__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e9dab6195739d169ac00e8649d9a07092ddfbb1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001832__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001842__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001854__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001877__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001889__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001889__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001889__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6af0d3dc84079ca41111fb42169a828b7c1a2570
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001899__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001899__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aff62d5a01c3a96fd1beff0fa6cbf124a3d7d554
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001910__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001910__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001910__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..357aa43395f484a5cc69af9abf6a5adb2f1abdd3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001919__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001919__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001919__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fad0ad08086d2ed838aedd90c0fc066e1ff97931
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001934__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001934__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001934__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..efc418b39fd2ef3db0af75c7f68ec7b675b22163
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_001943__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001967__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_001967__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001967__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..797f5bb40bf916324e91dc0284fdf3fc2b16784e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001967__pred.csv
@@ -0,0 +1,197 @@
+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_0001_csv/valid__ov3_001983__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001983__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c08a6210c8b720038c3d8cbcc4b0db54e1982a53
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001983__gt.csv
@@ -0,0 +1,100 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,19,vehicle,153.115,1.023,1.872,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_001993__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_002007__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_002019__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002019__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f4a3fbbe729d75daaa4f98d7ee4c8eef3653f8c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_002030__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_002041__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002041__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8bb9d932a5f1a1e24cb8e58711b66baaaf37a04
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_002065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4740de9ff1284f5bdb0f332cfb1d43f788f8754c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_002077__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_002077__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002077__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002077__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..351b6e5fac1b0857bcaac28071a2c4a780b62602
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002077__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002086__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_002086__gt.csv
@@ -0,0 +1,75 @@
+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_0001_csv/valid__ov3_002086__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002086__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7373ab295bd64442f2b2ca3505aaa7410fe64551
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002086__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_0001_csv/valid__ov3_002097__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_002097__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_0001_csv/valid__ov3_002125__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_002125__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_0001_csv/valid__ov3_002137__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_002137__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_0001_csv/valid__ov3_002145__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_002156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2585d15974f3fc4602163826b18694f55c9e5589
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_002178__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002178__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ca6c1857f46ab0808be2821821151dcbc423a42
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002178__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_0001_csv/valid__ov3_002196__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002196__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b51508c2b746c19ac3a0b9d9d8bdf767bb515d34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002196__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_0001_csv/valid__ov3_002220__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_002220__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_0001_csv/valid__ov3_002220__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002220__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10b70a51a7534da208351c28a3412a83e357002f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002220__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_0001_csv/valid__ov3_002236__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_002236__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_0001_csv/valid__ov3_002247__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_002247__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_0001_csv/valid__ov3_002286__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_002286__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_0001_csv/valid__ov3_002286__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002286__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..148ba9ee722af40676623e371a8a993c9ca4f2bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002286__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002296__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002296__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04909d90bd420ee3482d49a78d5b62dc287d9fb8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_002308__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002308__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3666f5db44e8db766d4dbc6871fc12eddf9c951c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_002321__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_002345__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_002345__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002345__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68ec5f754ee21fbaaab9a7b1ccb03145991ff702
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002345__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002356__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002356__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb12d7747cafd66a134365e5c5e79a8a1ef39e51
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002356__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_0001_csv/valid__ov3_002366__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_002366__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_0001_csv/valid__ov3_002379__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_002379__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_0001_csv/valid__ov3_002379__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002379__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d4266605f9eb2c46e3a5a43b1d1f7be41c299451
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002379__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_0001_csv/valid__ov3_002394__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_002394__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_002394__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8edac54a450054f6288ff9ac7e2d878f1828c26b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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
+4,1.5706,0,13,breathing,123.952,-43.115,3.053,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__replica__v3_sc0_staging_20__000000-foa__106237__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cbfe10c7d2397c5fffb69e3cfe1815ebbf85e6fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__replica__v3_sc0_staging_20__000008-foa__338719__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c7711a69d65ac5b078333ccc2c8e0a7a922aa079
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__replica__v3_sc0_staging_20__000024-foa__268074__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae644641ff26b1adfb40413443547b33af100c74
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__replica__v3_sc0_staging_20__000024-foa__268074__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__replica__v3_sc0_staging_20__000040-foa__62936__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..97449d38aca9a6bcda3b1c5a672905ccb9fa632b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__replica__v3_sc0_staging_20__000040-foa__62936__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__replica__v3_sc0_staging_20__000048-foa__246259__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aae3b29b925c5102bf6e1c8aa3fb9c7248cac491
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__replica__v3_sc0_staging_20__000048-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_0001_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_0001_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_0001_csv/valid__replica__v3_sc0_staging_20__000056-foa__380033__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__replica__v3_sc0_staging_20__000056-foa__380033__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0661a66e42177c06f27ee1e20f833ea94e831b9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__replica__v3_sc0_staging_20__000064-foa__171037__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__replica__v3_sc0_staging_20__000064-foa__171037__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e25170b0942bab1f2b2c2b444de5ff7f519e12d8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__replica__v3_sc0_staging_20__000088-foa__398091__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4bf1d6e4b661c4f3696ea5e593e0e744e04ac3fe
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__replica__v3_sc0_staging_20__000096-foa__338211__gt.csv
@@ -0,0 +1,18 @@
+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_0001_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_0001_csv/valid__replica__v3_sc0_staging_20__000096-foa__338211__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..23c1f69ebb0f586bd2c292f25264af343bab9507
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__replica__v3_sc1_staging_14__000004-foa__21099__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_0001_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_0001_csv/valid__replica__v3_sc1_staging_14__000004-foa__21099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f8cadfcb471d228a6ebb8e66651d52e4f83939f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__replica__v3_sc1_staging_14__000004-foa__21099__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_0001_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_0001_csv/valid__replica__v3_sc1_staging_14__000012-foa__365753__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..800836bbae99fc8862ed092909f186387f7e3a78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__replica__v3_sc1_staging_14__000012-foa__365753__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_0001_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_0001_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_0001_csv/valid__replica__v3_sc1_staging_14__000020-foa__188883__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_0001_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_0001_csv/valid__replica__v3_sc1_staging_14__000020-foa__188883__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..63b129bcab27e8146e617f086e6727942ee16505
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__replica__v3_sc1_staging_14__000028-foa__25894__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c0f760b7b83ef4d2b1778299bebb68f04dae8cf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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
+0,0.0,0,20,alarm,-84.178,10.052,3.514,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__replica__v3_sc1_staging_14__000036-foa__381775__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d4109d51b9c728b6f4dcc4418b0955ccad7ead7f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__replica__v3_sc1_staging_14__000044-foa__401182__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bca96f2be0c1265179ac270e5cea72dee2b638b0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__replica__v3_sc1_staging_14__000052-foa__235470__gt.csv
@@ -0,0 +1,33 @@
+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_0001_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_0001_csv/valid__replica__v3_sc1_staging_14__000060-foa__172400__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..df1cafb407a3a7958f8a4b4f6ce690a433a59c33
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__replica__v3_sc1_staging_14__000060-foa__172400__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__replica__v3_sc1_staging_14__000084-foa__152367__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9ed15222496b546e607c685ed05bc2f59815717
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__replica__v3_sc1_staging_14__000092-foa__120879__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e54e977850967c7160a58712ea97f3be09785a63
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__replica__v3_sc2_staging_09__000008-foa__265988__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fc9c048c80714b6b2d63bcd930115373ad8be06
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__replica__v3_sc2_staging_09__000032-foa__411068__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a433e9eefb0c2cd50baaf6512a12c4995a98072
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__replica__v3_sc2_staging_09__000048-foa__376407__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__replica__v3_sc2_staging_09__000048-foa__376407__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92693fb98075ed0e92488e960cf506b9375ac78d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__replica__v3_sc2_staging_09__000048-foa__376407__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_0001_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_0001_csv/valid__replica__v3_sc2_staging_09__000048-foa__376407__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5f4845d5f7f24aae81d64d8fb9fc6ff6a8abcf5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__replica__v3_sc2_staging_09__000048-foa__376407__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__replica__v3_sc2_staging_09__000056-foa__183182__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__replica__v3_sc2_staging_09__000056-foa__183182__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..387b0949c288911f7bcc2569c2dea9461254ad4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__replica__v3_sc2_staging_09__000056-foa__183182__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_0001_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_0001_csv/valid__replica__v3_sc2_staging_09__000064-foa__334208__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..afcbb0db6a2cb99751edb1863a9b9efc03b14eee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__replica__v3_sc2_staging_09__000096-foa__160710__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_0001_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_0001_csv/valid__replica__v3_sc3_staging_06__000012-foa__133731__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..46af65471971a5fba97343417f8119c9360a54a0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__replica__v3_sc3_staging_06__000012-foa__133731__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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__replica__v3_sc3_staging_06__000020-foa__391358__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..28c5e79834fb857b979b789beb610158efe4a8eb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__replica__v3_sc3_staging_06__000036-foa__41749__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_0001_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_0001_csv/valid__replica__v3_sc3_staging_06__000044-foa__171942__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..254094242f747ba56ca1ede53a95aeb1761a9ec0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__replica__v3_sc3_staging_06__000068-foa__149836__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_0001_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_0001_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_0001_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_0001_csv/valid__replica__v3_sc3_staging_06__000084-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__replica__v3_sc3_staging_06__000084-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c75f779a81038a3f2887e91fb9efcd6587fed633
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__replica__v3_sc3_staging_06__000084-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_0001_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_0001_csv/valid__replica__v3_sc3_staging_06__000092-foa__338806__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f1a3c170f2b3425d9b95b783cea20a155ab5b467
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0001_csv/valid__replica__v3_sc3_staging_06__000092-foa__338806__pred.csv
@@ -0,0 +1,73 @@
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