diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b665da7d9eaae46e47aca9c65bcbc8ccda94f8eb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..20bcdd20a594dbb7cc4eef5a2c9091245d2a9ff0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c71bf9920a7f96758b958d164dc80288aba4b105
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f627f68e89a8f13d539cb410acedff41ce802f6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae0b99dbfac6085542be6c4a0392f848fbd12196
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cdc2d64d677b9e2494f11f0f014e6e561bc429d6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7374d3ffc07753a04f3b0617dffcd9f2bacaa737
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aca859a76e7875fdb3f2dfeebb84e69f1e65779c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d9d81497a4f36a80b5af8beb45763d282fa5750
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000028-foa__347626__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c0e038c61e175f7534dde8925d0ee24ee357243
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000036-foa__134816__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3eb38dbca61c6e855b4c846ba2fb08e541948d49
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000036-foa__134816__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000044-foa__51247__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000044-foa__51247__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84aff6035443dd2033c98ffa10499f8b74723bf6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000044-foa__51247__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000060-foa__243557__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000060-foa__243557__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15b5f744c921f14d104b5f435c7568f495272d67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000060-foa__243557__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000068-foa__215156__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_0004_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_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000068-foa__215156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..20471b95a6289983c19197225bf7c190a5a3048c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000076-foa__231275__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_0004_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_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000076-foa__231275__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5af160e0d5ed585b921e65deff88d8d126cf22d8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000084-foa__316645__gt.csv
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+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,6,human_vocalization,115.268,-21.536,1.607,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000092-foa__128630__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_0004_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_0004_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_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000016-foa__148416__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_0004_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_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000016-foa__148416__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87f42a8254dbfa57176d479138e5debcb41f3d2d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000016-foa__148416__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_0004_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_0004_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_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000032-foa__160877__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000032-foa__160877__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..78e02bec69c4a2aa43b0a54695c5c1bd08707678
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000032-foa__160877__pred.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000040-foa__164883__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000040-foa__164883__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7212fabb4a490adc2e67d6da9d2253b23621abe3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000048-foa__250195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..727b712df9a30dfe3c8a35ec88602abdefe10a4a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000056-foa__134898__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000056-foa__134898__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc4b4951292ef4cc979b2900c787b67f4d1726ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000064-foa__429131__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_0004_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_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000064-foa__429131__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb877d70a9c0f7b8a15bd3c0002d0695e7886513
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000064-foa__429131__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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000072-foa__64425__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4de13c3041abc306c62dcd7d92d1eea6f2cfe761
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000072-foa__64425__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_0004_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_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000080-foa__61567__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4962228dbcd6a4668775de66e8a9da0f43e3a85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00057-1UnKg1rAb8A__000096-foa__208875__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..889ccf1bfde4d7760de66af6496682adc9369045
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00067-osQy15y8EVT__000004-foa__378643__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f872cadca43def8e34195f7f418355d76365243e
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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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00067-osQy15y8EVT__000044-foa__352294__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a0a613dd5d1ad186ae1bdff0471522937469cd17
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00067-osQy15y8EVT__000044-foa__352294__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c79476feb6c3e7f57422f94b9795acb44559279
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00067-osQy15y8EVT__000044-foa__352294__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00067-osQy15y8EVT__000052-foa__424801__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fdf1cd6716305693414b3326fc798f01cc2924e4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00067-osQy15y8EVT__000052-foa__424801__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00067-osQy15y8EVT__000060-foa__83870__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a21554460c15db4d43f03441288a87b5747afb11
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00067-osQy15y8EVT__000068-foa__441__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2431ba1db42c47b1a75fd8d49168dcb46eaec82a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00067-osQy15y8EVT__000076-foa__34136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b1736cc695497909571df9c559f42b4be06adbd7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00067-osQy15y8EVT__000092-foa__364471__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af6666926eba4d9637a850eed371c79e240fa01e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00067-osQy15y8EVT__000092-foa__364471__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_0004_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_0004_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000000-foa__41106__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cfda0c806d7b677b09dd3c41a824c0c4170e0264
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000000-foa__41106__pred.csv
@@ -0,0 +1,177 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000008-foa__325561__gt.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000016-foa__49486__gt.csv
@@ -0,0 +1,30 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000032-foa__362279__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..860c8f84fb76249d6d9bc00216cd7148ea303887
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000072-foa__377389__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f3d3a5acaeed8ca55c79c9928f84bfd027d87bce
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000080-foa__429169__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cdc4429d901b16f2279a1117d346c28bb96d218e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000088-foa__389458__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d8dbbde8668de854fe9139ea3f943e01a4bddaa8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000096-foa__158751__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8433fa46ac1053e1c6f6885ec8b89afe46005a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000096-foa__158751__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00087-YY8rqV6L6rf__000004-foa__350264__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
+0,0.0,0,11,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_0004_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_0004_csv/valid__hm3d__00087-YY8rqV6L6rf__000012-foa__366728__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..20634054dcfa15c715c7274c56b084f4fc3d3371
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00087-YY8rqV6L6rf__000012-foa__366728__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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00087-YY8rqV6L6rf__000020-foa__202274__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9b8f489960ca7120a281701e7f47c576013e02e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00087-YY8rqV6L6rf__000044-foa__426377__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1303bd8390591134f2a0476705a97478e21b5a8a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00087-YY8rqV6L6rf__000044-foa__426377__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_0004_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_0004_csv/valid__hm3d__00087-YY8rqV6L6rf__000052-foa__338950__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d7151bee9f856dc085a03dc0d35c8c9d5e06785
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00087-YY8rqV6L6rf__000060-foa__378397__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4742817ae2fb82c20537ea41dd20b7e1ea144fc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00087-YY8rqV6L6rf__000060-foa__378397__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_0004_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_0004_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_0004_csv/valid__hm3d__00087-YY8rqV6L6rf__000076-foa__276939__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00087-YY8rqV6L6rf__000084-foa__172400__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a39bfedff1264651b27f322456f219a0b4c3c4f2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00087-YY8rqV6L6rf__000092-foa__265361__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..412fa57dfdfcbee1bfeef8903699bbf48d1176d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000000-foa__127543__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000008-foa__202909__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f0f0e62997bf912b96533ff38024559f49a685f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000008-foa__202909__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000016-foa__244469__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ab8bbba2642d1bad27dc358dcf41d8b5028c7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000016-foa__244469__pred.csv
@@ -0,0 +1,145 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000024-foa__374059__gt.csv
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new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000040-foa__243547__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..502a448bd91318efb8e8630699e3799973818202
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000048-foa__378143__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..70fdeb2b8dcedcbac00d164dce7c47050f065dc3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000056-foa__69157__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..72db4c00efda1a9442adcf33c49330c05c3ff414
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000056-foa__69157__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_0004_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_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000072-foa__273647__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dd61b9e7392f52e2649ddc012ac563de57050fc9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000072-foa__273647__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000088-foa__353171__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b9c4b11aafd5b7c03b2a799e00e7e15c5ae0dfba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000088-foa__353171__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000096-foa__368470__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000096-foa__368470__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a6c7dd827deca11f6256777f9dc3dde763d93b18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000096-foa__368470__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000096-foa__368470__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..80c0bbcce7e8368ffc07ba323267434d53be230e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00096-6HRFAUDqpTb__000096-foa__368470__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00104-KJxdMPgweZG__000036-foa__189946__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5fc7353967c8cfe8920a9082979f2d803ce2128
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00104-KJxdMPgweZG__000044-foa__246259__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c5045c82f75923cf2687d7ed36eebbd700377df
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00104-KJxdMPgweZG__000044-foa__246259__pred.csv
@@ -0,0 +1,105 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00104-KJxdMPgweZG__000052-foa__326209__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90384611de82577aa75f29df24529036b10d5f26
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00104-KJxdMPgweZG__000060-foa__103110__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1300a9f2ca02de654d59cc2df20d6053785958eb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00104-KJxdMPgweZG__000060-foa__103110__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00104-KJxdMPgweZG__000076-foa__326231__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..367ed532708aa14be32568c4c0e71bd42c4390f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00104-KJxdMPgweZG__000084-foa__9102__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00104-KJxdMPgweZG__000084-foa__9102__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..762e6c6a63cd470c527cf3ec37314b2afe611b91
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00104-KJxdMPgweZG__000092-foa__374110__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e64ccd61209ae9cda51cf8e75e40f6cf6617d26
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00104-KJxdMPgweZG__000092-foa__374110__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00214-WeyCwVzL53K__000000-foa__165987__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00214-WeyCwVzL53K__000000-foa__165987__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..686787d6f78d26caa9f4d316eb08fa8ec82ef8c2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00214-WeyCwVzL53K__000000-foa__165987__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00214-WeyCwVzL53K__000000-foa__165987__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aef27c661721bf907c7d679f26d2f58210a88020
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00214-WeyCwVzL53K__000080-foa__265988__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb65f8484c8716e38b77f46e8224486483967c5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00232-XNiSi1YgPRR__000004-foa__420400__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00232-XNiSi1YgPRR__000020-foa__374113__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00232-XNiSi1YgPRR__000028-foa__232358__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00232-XNiSi1YgPRR__000028-foa__232358__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8330c454ea9c0d59a70098a77bf3c6597dcc6e23
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00232-XNiSi1YgPRR__000028-foa__232358__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00232-XNiSi1YgPRR__000036-foa__353178__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..420a6759ea8e47163bf7a8bff793bb08a3e128db
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00232-XNiSi1YgPRR__000044-foa__382806__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dfae8eca86e7bd5360a09e7142a052ecef913309
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00232-XNiSi1YgPRR__000068-foa__381434__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c585b7a084eca10ea7860ef3b748c02b4e73b35b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00232-XNiSi1YgPRR__000084-foa__431588__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a3420d94bfb5815174eaf1f8d8804786b406cfdd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00237-BW1f54ZNVW6__000000-foa__34854__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a52802312b6308d0e585226ebfeb5c28aaadfc1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00237-BW1f54ZNVW6__000016-foa__94198__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..580cbe2e8354d7dd0f382a2f070ecbef7efa21b9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00237-BW1f54ZNVW6__000032-foa__323041__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..14ad7ef2f0e389628ef80666ae01af1df37a61d5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00237-BW1f54ZNVW6__000048-foa__53810__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4552ee3b0380a5287a4e661162f17d4806b43922
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00237-BW1f54ZNVW6__000064-foa__321155__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3963a520aece79e0ebfecd62228a0f33b9d7d833
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00237-BW1f54ZNVW6__000072-foa__411575__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fe08029a510581c66a547cc5ace1509b887e103
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00237-BW1f54ZNVW6__000072-foa__411575__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_0004_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_0004_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_0004_csv/valid__hm3d__00237-BW1f54ZNVW6__000080-foa__100681__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_0004_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_0004_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_0004_csv/valid__hm3d__00237-BW1f54ZNVW6__000088-foa__212787__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00237-BW1f54ZNVW6__000088-foa__212787__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..957c163f37274659a3830a15e00349cf293ba525
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00278-dcd823nTKH9__000012-foa__82523__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00278-dcd823nTKH9__000012-foa__82523__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c39bda148824e96531ed4fbaab2d8ab23e57dce
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00278-dcd823nTKH9__000028-foa__209829__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00278-dcd823nTKH9__000028-foa__209829__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a6387bcee215d755a44d849f2ab004e5efd8ef8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00278-dcd823nTKH9__000076-foa__147317__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e884094f832a3532fad1d6add0dd187a8129220c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00304-X6Pct1msZv5__000000-foa__353473__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00304-X6Pct1msZv5__000024-foa__272038__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00304-X6Pct1msZv5__000024-foa__272038__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f16f91f5d3ea7ada8857980c14b201661ffa92e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00304-X6Pct1msZv5__000024-foa__272038__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00304-X6Pct1msZv5__000024-foa__272038__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..611e6f3c3890cc7f0d92f47181c3dc31edadf762
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00304-X6Pct1msZv5__000048-foa__65184__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..49796c0dd742f8e7f118e5cbb2bbe674a8b1a8dd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00304-X6Pct1msZv5__000056-foa__236812__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00304-X6Pct1msZv5__000056-foa__236812__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56de378b1b1f065bfd38206da0d7de41aa454b83
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00304-X6Pct1msZv5__000056-foa__236812__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00304-X6Pct1msZv5__000064-foa__402557__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cf9ddf2c4e284acbbc89a528fcada4a8a099564
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00304-X6Pct1msZv5__000064-foa__402557__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00304-X6Pct1msZv5__000072-foa__253649__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_0004_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_0004_csv/valid__hm3d__00304-X6Pct1msZv5__000080-foa__326706__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3391a1508346c96063a32d9cada384136488f774
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00304-X6Pct1msZv5__000080-foa__326706__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_0004_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_0004_csv/valid__hm3d__00304-X6Pct1msZv5__000088-foa__68968__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bd7eedcba9657653866215f225fcade00dbdf1c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00304-X6Pct1msZv5__000096-foa__216768__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc0b64e0aa9a5672ee9fff111ce08b1e00f20ce2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00322-7Xp37y8DpSv__000004-foa__66259__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..479e5d7e3421fcf2d0c6178ee28cf7a4856b8643
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00322-7Xp37y8DpSv__000036-foa__252784__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a7d0dfa32a3b04ce8b80230d83078ad77f304a7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00322-7Xp37y8DpSv__000052-foa__14384__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2788b5f124fa12fd0a1d9423ff2973363880227a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00322-7Xp37y8DpSv__000068-foa__364836__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cced935dc613b190d8024646eb6f32f5ae83a50f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00322-7Xp37y8DpSv__000068-foa__364836__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00322-7Xp37y8DpSv__000076-foa__138114__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00322-7Xp37y8DpSv__000076-foa__138114__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66b4a0650121e644f6b16a4d5ad09122c0264cb5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00322-7Xp37y8DpSv__000076-foa__138114__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00322-7Xp37y8DpSv__000084-foa__177556__gt.csv
@@ -0,0 +1,13 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00336-uc8QkFS11Hj__000008-foa__86148__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_0004_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_0004_csv/valid__hm3d__00336-uc8QkFS11Hj__000008-foa__86148__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..25a8fa92d8ba00d8dc20fea35f6f70a83b58e11d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00336-uc8QkFS11Hj__000016-foa__15291__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00336-uc8QkFS11Hj__000016-foa__15291__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f173d9d78376a0d01668471abc3b987fde0a287b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00336-uc8QkFS11Hj__000016-foa__15291__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_0004_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_0004_csv/valid__hm3d__00336-uc8QkFS11Hj__000024-foa__167265__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..df51735d445b86d752faacb33ea1f7bcb5e13d79
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00336-uc8QkFS11Hj__000032-foa__207681__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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00336-uc8QkFS11Hj__000056-foa__56492__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb9f88829c0797c056b0033a2c0cffacfa4f889e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00336-uc8QkFS11Hj__000088-foa__268930__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00336-uc8QkFS11Hj__000088-foa__268930__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2be861737840d0d5656cc1fbee51bdb1acb4f3f2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00336-uc8QkFS11Hj__000088-foa__268930__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00336-uc8QkFS11Hj__000096-foa__398345__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00336-uc8QkFS11Hj__000096-foa__398345__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77bb4e512bc90f5a0166f7c1faeec106d4603fff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00336-uc8QkFS11Hj__000096-foa__398345__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00357-TzQLNfWugiZ__000004-foa__82523__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b05c6aa5adca023f738d66897bba2947c54da6c0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00357-TzQLNfWugiZ__000004-foa__82523__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00357-TzQLNfWugiZ__000028-foa__334541__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0aa644066f8a6857c7325bd320b237e4a7e2237f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00357-TzQLNfWugiZ__000036-foa__82506__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..769a6cd44562084c6a6cff3b879729aff52f8212
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00357-TzQLNfWugiZ__000068-foa__205610__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4483cdab0c85dc39f68613b61f2f6e9769385a8d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00357-TzQLNfWugiZ__000084-foa__146342__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00357-TzQLNfWugiZ__000084-foa__146342__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d26caa85aac037752053e200e8825d2db6b5817a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00357-TzQLNfWugiZ__000084-foa__146342__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_0004_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_0004_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_0004_csv/valid__hm3d__00370-RcuYAHzrjK7__000008-foa__119718__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00370-RcuYAHzrjK7__000008-foa__119718__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c41adf3f1a39e4eb08fec02985f9db7b3539ad8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00370-RcuYAHzrjK7__000008-foa__119718__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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00370-RcuYAHzrjK7__000040-foa__353883__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00370-RcuYAHzrjK7__000040-foa__353883__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a71ede2bbbe00600167322c020366aee20968477
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00370-RcuYAHzrjK7__000048-foa__102105__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a5df17ba7e45c0890e25355f2e226e57ea951fdf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00370-RcuYAHzrjK7__000056-foa__2636__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e0ff58ffd0229a0647109ddfcb270ecf641cf022
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00370-RcuYAHzrjK7__000056-foa__2636__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00370-RcuYAHzrjK7__000080-foa__382816__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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00370-RcuYAHzrjK7__000096-foa__168965__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00370-RcuYAHzrjK7__000096-foa__168965__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ca3f45e17cb2059e36369a1a9c68227a158c83f2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00370-RcuYAHzrjK7__000096-foa__168965__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00375-kubNyvKJBUX__000004-foa__36237__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb3c7b776de0cefa446aaaa7590b24dc4d351cdc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00375-kubNyvKJBUX__000012-foa__166500__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb1f2751febc74787c820b69d3c7fcf30fe46bfa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00375-kubNyvKJBUX__000036-foa__162747__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..79098c12df23c5b288d615047cdacb745599979f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00375-kubNyvKJBUX__000036-foa__162747__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00375-kubNyvKJBUX__000052-foa__271052__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_0004_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_0004_csv/valid__hm3d__00375-kubNyvKJBUX__000060-foa__326279__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d59bf973eaadcc66692fb1fd0565694c8da03cc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00375-kubNyvKJBUX__000068-foa__325881__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_0004_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_0004_csv/valid__hm3d__00375-kubNyvKJBUX__000068-foa__325881__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33d355289a65a7d741def04c81df7f7351321dc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00375-kubNyvKJBUX__000068-foa__325881__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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00375-kubNyvKJBUX__000092-foa__54395__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00396-wuKkTq5GJbi__000000-foa__353475__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d0baf81ab1e6cb0e5d53db5d34210049e03e6ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00396-wuKkTq5GJbi__000000-foa__353475__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00396-wuKkTq5GJbi__000024-foa__266597__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e9c29b8a3099ead3f55d873698dd921cd521a2af
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00396-wuKkTq5GJbi__000024-foa__266597__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00396-wuKkTq5GJbi__000032-foa__142638__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66ec7c52975b2ed07ed3d0a22d41fc0a5f4d5bc6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00396-wuKkTq5GJbi__000040-foa__167228__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..459e46bc41d1a8c4e64ce1e446fdb3ac057b676a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00396-wuKkTq5GJbi__000040-foa__167228__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_0004_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_0004_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_0004_csv/valid__hm3d__00396-wuKkTq5GJbi__000048-foa__390787__gt.csv
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new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00396-wuKkTq5GJbi__000056-foa__398462__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_0004_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_0004_csv/valid__hm3d__00396-wuKkTq5GJbi__000064-foa__260939__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..563b2633661929fa13204119ae2085de3c2446d8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00396-wuKkTq5GJbi__000064-foa__260939__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_0004_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_0004_csv/valid__hm3d__00396-wuKkTq5GJbi__000072-foa__324528__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44937f914ffbb39e8bec838fa317dde8f6acead1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00396-wuKkTq5GJbi__000072-foa__324528__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_0004_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_0004_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_0004_csv/valid__hm3d__00396-wuKkTq5GJbi__000088-foa__152605__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_0004_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_0004_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_0004_csv/valid__hm3d__00396-wuKkTq5GJbi__000096-foa__135642__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_0004_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_0004_csv/valid__hm3d__00396-wuKkTq5GJbi__000096-foa__135642__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4231f4d0d6f25d137e2539b4ae2ae517bfcd6a7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00396-wuKkTq5GJbi__000096-foa__135642__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00420-R6Byftz8wRN__000004-foa__366154__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_0004_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_0004_csv/valid__hm3d__00420-R6Byftz8wRN__000004-foa__366154__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1787baeeef13398fdef33e7441965131293c4e5e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00420-R6Byftz8wRN__000004-foa__366154__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00420-R6Byftz8wRN__000012-foa__272065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..979feaef54bb7ea495b61acaf1bdc4b37306f9be
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00420-R6Byftz8wRN__000020-foa__151613__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fce4e75df10a7488b1dfd70b5425a59295af9551
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00420-R6Byftz8wRN__000028-foa__166899__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f2362f2c3d1b44f7d2e818da055488bb8f96e98d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00420-R6Byftz8wRN__000028-foa__166899__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_0004_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_0004_csv/valid__hm3d__00420-R6Byftz8wRN__000052-foa__377357__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b921d2fb97c7a5d1547095e119b9c7a2c7dceafc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00420-R6Byftz8wRN__000052-foa__377357__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00420-R6Byftz8wRN__000060-foa__210582__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00420-R6Byftz8wRN__000076-foa__152904__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00420-R6Byftz8wRN__000084-foa__152490__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bc344900c5c05c13bd0c0a45154817c2bc201b1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00420-R6Byftz8wRN__000084-foa__152490__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00420-R6Byftz8wRN__000092-foa__352286__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00420-R6Byftz8wRN__000092-foa__352286__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b1a4c77fd1beca59d13ed8833fb2519796d7ac5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00420-R6Byftz8wRN__000092-foa__352286__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_0004_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_0004_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_0004_csv/valid__hm3d__00447-5RtSdesLuHt__000000-foa__42173__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00447-5RtSdesLuHt__000008-foa__331703__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00447-5RtSdesLuHt__000008-foa__331703__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e6dbcb6c0fb7d52dfa53e5411dd099003e94628b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00447-5RtSdesLuHt__000008-foa__331703__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00447-5RtSdesLuHt__000024-foa__147317__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..732364834c8c07b599a357d60e5ad2c0d4b8855e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00447-5RtSdesLuHt__000024-foa__147317__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00447-5RtSdesLuHt__000032-foa__432755__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00447-5RtSdesLuHt__000032-foa__432755__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bf39c29cfd83d539c74e539be325a93b40042be7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00447-5RtSdesLuHt__000032-foa__432755__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00447-5RtSdesLuHt__000040-foa__377342__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00447-5RtSdesLuHt__000048-foa__394381__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6d854b22096833298766c8df127a680c447d064
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00447-5RtSdesLuHt__000048-foa__394381__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae4bbf8d96406e56222e36d91bad1f6c739b7128
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00447-5RtSdesLuHt__000072-foa__110818__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3449fa72a87f68a351bd3fc91986fe8c5372bd97
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00447-5RtSdesLuHt__000080-foa__415160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc9cfbe2d93cebaf7744910e99a188363a066fe0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00447-5RtSdesLuHt__000080-foa__415160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000012-foa__128630__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eef4733e797518400d475cff467570e5ddb23be3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000028-foa__405320__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36f515e59d7c830b795f91d9288621cf3b9fc217
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000036-foa__221143__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99cd94c1c8b98bd0109a7650a1153b5be8b85ed0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000036-foa__221143__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000044-foa__333775__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000052-foa__108268__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bf7034978cbe3436ced6637c45a61987fe4b1593
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000060-foa__82098__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6294cc415dba926e28e817b2d7d711ebc648be5f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000068-foa__148252__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5343f6d0cac066f191470b6fb73a6b6b85169b36
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000084-foa__246117__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74fed2018dba6d1663c9e8715c3d7191fb5a3055
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000092-foa__35872__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000092-foa__35872__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..97d4089ed6b875f8644d0f8d0b1b02b86deed6dc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000092-foa__35872__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000092-foa__35872__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..abcb7e15714b6e169d71a078a6e715fa72b1b146
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000092-foa__35872__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00473-xccdSFAEPau__000000-foa__202956__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..830780331304a863d9c2695abc50bdac1d6d3164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00473-xccdSFAEPau__000016-foa__354057__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00473-xccdSFAEPau__000024-foa__194917__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6595b3637dbc2a13563ecaeaf0ca5f4042116677
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00473-xccdSFAEPau__000040-foa__46079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e089110a473be4a639ec351dca64139e2c410e2c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00473-xccdSFAEPau__000040-foa__46079__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00473-xccdSFAEPau__000040-foa__46079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..91e680a88c783d31d225afbefdadf58cc24b596d
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00473-xccdSFAEPau__000048-foa__26958__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00473-xccdSFAEPau__000080-foa__152490__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ce81c74a8bc9b7356a0c311bdc2fff0e74c4f44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00473-xccdSFAEPau__000088-foa__237083__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00473-xccdSFAEPau__000088-foa__237083__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40a2d16740dba9e9f6f2d431a1e9fd400c0159b4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00473-xccdSFAEPau__000088-foa__237083__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00473-xccdSFAEPau__000096-foa__174101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00474-v46TaF2rxHK__000012-foa__430708__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00474-v46TaF2rxHK__000012-foa__430708__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..773540e854057005564fd1c300a694b65da63c5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00474-v46TaF2rxHK__000028-foa__360942__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_0004_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_0004_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_0004_csv/valid__hm3d__00474-v46TaF2rxHK__000044-foa__96518__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_0004_csv/valid__hm3d__00474-v46TaF2rxHK__000044-foa__96518__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00474-v46TaF2rxHK__000044-foa__96518__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39b87d9fb36e5a8c621eec91f269d8e1567f6d7f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00474-v46TaF2rxHK__000044-foa__96518__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00474-v46TaF2rxHK__000052-foa__375999__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7fcbcf8421cf9ee91cb318334279c1c3dca3284d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00474-v46TaF2rxHK__000052-foa__375999__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00474-v46TaF2rxHK__000076-foa__17602__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4751313306fb58cef78bfb91fcde443fc0b26185
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00474-v46TaF2rxHK__000084-foa__432869__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5032baa5b8380c72bb18ada7feec74aa66556832
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00474-v46TaF2rxHK__000092-foa__338950__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_0004_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_0004_csv/valid__hm3d__00518-o1F5JVHc6mb__000000-foa__133833__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d8baa3058a4090a1399d6a0e9c588058d4f0eba0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00518-o1F5JVHc6mb__000008-foa__21592__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fda5271dc10c764a87b499a6cd61be9f18a3a7ce
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00518-o1F5JVHc6mb__000016-foa__104817__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb5018bec9e5b0e86f66cdfbb9d253e1ee65b191
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00518-o1F5JVHc6mb__000032-foa__16427__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0cd7eb57e1ff4f3abd49aa7dc315c71c08d97f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00518-o1F5JVHc6mb__000048-foa__319781__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75cadae389740252d5f2e5a95b468dd97d45eeff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00518-o1F5JVHc6mb__000056-foa__383595__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00518-o1F5JVHc6mb__000056-foa__383595__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae3a0dfd84bb84a5d788b34140b0a0ef6d2fd71e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00518-o1F5JVHc6mb__000056-foa__383595__pred.csv
@@ -0,0 +1,49 @@
+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,60.036,-48.766,3.394,0.9805,1
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00518-o1F5JVHc6mb__000064-foa__138050__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_0004_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_0004_csv/valid__hm3d__00518-o1F5JVHc6mb__000072-foa__169937__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..640e0ac54ec74bc30abb32c85cb66316c941d53f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00518-o1F5JVHc6mb__000088-foa__383368__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b87b0115e60b82ac49f2619ceb2207fa6fbf26fd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00518-o1F5JVHc6mb__000096-foa__374116__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..452658b8f2971895b27f7f3f39df0016cbe7ccf3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00530-C7xtw9uhYFn__000004-foa__382693__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9b644cd317d80f0d2f9c4fffc2853c54b0146df4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00530-C7xtw9uhYFn__000004-foa__382693__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00530-C7xtw9uhYFn__000012-foa__198243__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00530-C7xtw9uhYFn__000012-foa__198243__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b1e5706d4fb2483e421188ee0f61a4a9ac4fcc7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00530-C7xtw9uhYFn__000012-foa__198243__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00530-C7xtw9uhYFn__000020-foa__33941__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ab92c3703d54b4b1326ca6d5c4aeac83df2c5fc5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00530-C7xtw9uhYFn__000028-foa__197743__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_0004_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_0004_csv/valid__hm3d__00530-C7xtw9uhYFn__000028-foa__197743__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd05949daa87097b07a0ca889b7fd34d00fb0672
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00530-C7xtw9uhYFn__000036-foa__128428__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00530-C7xtw9uhYFn__000052-foa__190945__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e89b43bf6be55c9a771a2355586af5dea94d3ea
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00530-C7xtw9uhYFn__000060-foa__29535__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a9364f0ac955f8ee09b12fc1f08b2855bb5aca52
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00530-C7xtw9uhYFn__000068-foa__250090__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c2b14e63ab839543cefad38bdd1a054f0b086e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00530-C7xtw9uhYFn__000068-foa__250090__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00530-C7xtw9uhYFn__000076-foa__104602__gt.csv
@@ -0,0 +1,20 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00530-C7xtw9uhYFn__000092-foa__362327__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00536-QFjJExB2jgE__000008-foa__160605__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e8647a2e2de3fd5f8406d9c19b67d65d0d56135
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00536-QFjJExB2jgE__000016-foa__38471__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..64ca3425f366dc8b16d37aadd2d5e67052681654
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00536-QFjJExB2jgE__000024-foa__220507__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..05eda242266fe37bf43a0dce1e4c28a3a13782dd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00536-QFjJExB2jgE__000024-foa__220507__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_0004_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_0004_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_0004_csv/valid__hm3d__00536-QFjJExB2jgE__000040-foa__90024__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_0004_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_0004_csv/valid__hm3d__00536-QFjJExB2jgE__000040-foa__90024__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c4c38984737d5d84f0bbc624925699b97da2c37
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00536-QFjJExB2jgE__000040-foa__90024__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_0004_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_0004_csv/valid__hm3d__00536-QFjJExB2jgE__000048-foa__152557__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02172e5e73ac4fd28a77f9191cf2e6b9b1a39106
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00536-QFjJExB2jgE__000048-foa__152557__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_0004_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_0004_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_0004_csv/valid__hm3d__00536-QFjJExB2jgE__000056-foa__374117__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,0,wind_instrument,-62.953,1.267,1.428,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00536-QFjJExB2jgE__000064-foa__326242__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6ebc4c54d492e4010a5054145a8b5a10687ba4a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00536-QFjJExB2jgE__000088-foa__352293__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ccf8b63bf8b05739c04eecbe9f77517fed86b581
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00536-QFjJExB2jgE__000088-foa__352293__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00536-QFjJExB2jgE__000096-foa__352290__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f13c5e2b1e9d9024353d81067ac5c7bf984a99eb
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00536-QFjJExB2jgE__000096-foa__352290__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00536-QFjJExB2jgE__000096-foa__352290__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..765a03a823f71958f67d95abfc75d7e2b740aca5
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00552-eip6PNoeCPr__000004-foa__351745__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b734bed77ca42db0c629f2542837d510cfbf192
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00552-eip6PNoeCPr__000004-foa__351745__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00552-eip6PNoeCPr__000004-foa__351745__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00552-eip6PNoeCPr__000004-foa__351745__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41222f463d80d929b2a07c4d6e38a4116cd6d05b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00552-eip6PNoeCPr__000004-foa__351745__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00552-eip6PNoeCPr__000028-foa__350264__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,11,war_sound,-77.718,-27.293,1.726,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00552-eip6PNoeCPr__000036-foa__37311__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_0004_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_0004_csv/valid__hm3d__00552-eip6PNoeCPr__000044-foa__404841__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..05d741668acbbbeea9086bbac55bca0db2a66e4d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00552-eip6PNoeCPr__000044-foa__404841__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00552-eip6PNoeCPr__000068-foa__318614__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00552-eip6PNoeCPr__000068-foa__318614__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bba6cab6896ce8fc70c20e93b091c7820032e91b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00552-eip6PNoeCPr__000084-foa__395105__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3d10aac5f02333ede126f302eebe77d22e91c0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00552-eip6PNoeCPr__000092-foa__167565__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,12,metal_clink,-41.307,-20.354,4.758,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00552-eip6PNoeCPr__000092-foa__167565__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5081783be565ba5b14f80a54c45f1259f70acb22
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00552-eip6PNoeCPr__000092-foa__167565__pred.csv
@@ -0,0 +1,29 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00563-Bnq6SeZGL5b__000000-foa__216816__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00563-Bnq6SeZGL5b__000000-foa__216816__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a1d1ff323043a065e2a0d0f58d47df9e54734c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00563-Bnq6SeZGL5b__000000-foa__216816__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_0004_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_0004_csv/valid__hm3d__00563-Bnq6SeZGL5b__000000-foa__216816__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bcd501671590bee2ad1f74ce4cbfea28a7249cb4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00563-Bnq6SeZGL5b__000000-foa__216816__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_0004_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_0004_csv/valid__hm3d__00563-Bnq6SeZGL5b__000008-foa__374110__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3838af8c81994b6afd28f92acbd328bb19301123
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00563-Bnq6SeZGL5b__000032-foa__17599__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24281589b6a5fbdb01f8e34bf162a32392de6ac4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00563-Bnq6SeZGL5b__000040-foa__189195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db7797201e12e8deb38d156986c99b8a0361a4b0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00563-Bnq6SeZGL5b__000048-foa__147019__gt.csv
@@ -0,0 +1,12 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00563-Bnq6SeZGL5b__000048-foa__147019__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dab9cea29f2eebabe1232afa35afaeccc39f78d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00563-Bnq6SeZGL5b__000048-foa__147019__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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00563-Bnq6SeZGL5b__000072-foa__335585__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bcf733c37219d196670b58cf90849dc5133c975a
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00563-Bnq6SeZGL5b__000080-foa__336672__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a017d13385227c14c281ac98cfd946572e5b2f6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00563-Bnq6SeZGL5b__000088-foa__430977__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8933151fb6c8f18d7f36a3533ad6b4351b8cce87
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00563-Bnq6SeZGL5b__000096-foa__46060__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_0004_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_0004_csv/valid__hm3d__00563-Bnq6SeZGL5b__000096-foa__46060__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b938f09e8841eea984142f1b76d45ab4990afe3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00563-Bnq6SeZGL5b__000096-foa__46060__pred.csv
@@ -0,0 +1,81 @@
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+15,5.917,3,9,tool,87.282,60.255,1.651,0.0005,1
+16,6.3115,3,16,speech,90.425,58.631,1.638,0.0004,1
+17,6.706,3,16,speech,92.541,56.977,1.638,0.0004,0
+18,7.1004,3,9,tool,94.871,56.099,1.638,0.0003,0
+19,7.4949,3,9,tool,95.847,54.391,1.638,0.0003,0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00578-dTzYwo8Hppu__000004-foa__333318__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1531b4e608801d480360cea8b21373515a781cb3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00578-dTzYwo8Hppu__000004-foa__333318__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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+48,19.2,3,32,female_speech,167.796,25.304,3.667,0.0083,1
+49,19.6,3,32,female_speech,164.812,27.102,3.667,0.0074,1
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00578-dTzYwo8Hppu__000012-foa__374127__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,-0.694,-7.665,0.916,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00578-dTzYwo8Hppu__000012-foa__374127__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec56c1a2d40a7f13587cd2488d81dfdae6231f27
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00578-dTzYwo8Hppu__000020-foa__176902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00578-dTzYwo8Hppu__000036-foa__222603__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb7b13c10e90bf447f4fe70c0921d5f44b9181b3
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00578-dTzYwo8Hppu__000044-foa__434818__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddb15ae1eaa9ea1a43b61ee3edb9cccfdeb53beb
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..fa3780401fa8558cee52ca28de5a9f98b11c2251
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00578-dTzYwo8Hppu__000052-foa__220420__gt.csv
@@ -0,0 +1,36 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00578-dTzYwo8Hppu__000060-foa__226381__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b491669c963f889509229dce7d5acf848b8ebfe9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00578-dTzYwo8Hppu__000068-foa__418199__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddae543e3bb851339f570ee4c33d12e263ecd19b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00578-dTzYwo8Hppu__000068-foa__418199__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00578-dTzYwo8Hppu__000092-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_0004_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_0004_csv/valid__hm3d__00578-dTzYwo8Hppu__000092-foa__96386__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a7983f04ff1f447d2fa0505379842f3123f001c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00579-9hJwm8k7Gka__000000-foa__378646__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a62438137ecc63084290912e5fe6d3aec5ba61a2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00579-9hJwm8k7Gka__000008-foa__110554__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40ebbbb883f6df43e9c75eb99671cae65ccdc327
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00579-9hJwm8k7Gka__000016-foa__345685__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35d607414ef637b2457fcc27fc70e19cf95d80a9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00579-9hJwm8k7Gka__000032-foa__271514__gt.csv
@@ -0,0 +1,3 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00579-9hJwm8k7Gka__000032-foa__271514__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c7efc189a81f63ec03b461e9bf342dd964a6724
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00579-9hJwm8k7Gka__000048-foa__383201__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..85562f7f68736a860e254b1b41235db750f6b796
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00579-9hJwm8k7Gka__000056-foa__252870__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b0e9eda6238e1fa784bfc6bfea6654445032ebc8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00579-9hJwm8k7Gka__000080-foa__405842__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fc0d8396f3c1cf6ba3daeddc9b55a28dd6f9166
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00579-9hJwm8k7Gka__000088-foa__82386__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00579-9hJwm8k7Gka__000088-foa__82386__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e31babaf544ee898d1d00e706828aad5ab437308
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00579-9hJwm8k7Gka__000088-foa__82386__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00615-PUNuHY5M7MS__000004-foa__209644__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00615-PUNuHY5M7MS__000020-foa__173596__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c27ca96c82dc6a1d94171c36aeeeb905fa24aef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00615-PUNuHY5M7MS__000028-foa__21101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8cc5d7d04d22a107d27ab5496bacee81f3dcc73a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00615-PUNuHY5M7MS__000036-foa__29542__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cb180d795fe8144c372381cbba81f40ebfa8f2c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00615-PUNuHY5M7MS__000060-foa__374109__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83ee20a0e12a3f7707336636b72005ab3a9bb645
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00615-PUNuHY5M7MS__000068-foa__543__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00615-PUNuHY5M7MS__000084-foa__21666__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9abf8c84f84e8b495537d453357cac9eff646b31
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00615-PUNuHY5M7MS__000092-foa__197743__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3274d15c965c828e83317d2a56a2050bbd3bc591
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00635-drvaU627cQh__000000-foa__65598__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ed30dd228bfdc04849d7769b7ae19e6e8aea9dc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00635-drvaU627cQh__000000-foa__65598__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00635-drvaU627cQh__000016-foa__263786__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f1bfc4ecb9a04c2d7b424636999a1ea33f225df
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00635-drvaU627cQh__000016-foa__263786__pred.csv
@@ -0,0 +1,17 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00635-drvaU627cQh__000024-foa__382645__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..587177fe8316dabd8aa5b3fa7481db5f9e140e18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00635-drvaU627cQh__000056-foa__377341__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8030dc41023419e1a653968ee61f494e09f0cfca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00635-drvaU627cQh__000056-foa__377341__pred.csv
@@ -0,0 +1,17 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00635-drvaU627cQh__000064-foa__175389__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..80065b2c9ebfaa74c8b8da49bfac50d291c84b03
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00635-drvaU627cQh__000072-foa__420102__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8da40c62d8117ef56e20d1d9769f441bbe4f8546
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00635-drvaU627cQh__000080-foa__434473__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00635-drvaU627cQh__000080-foa__434473__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d91e77e0d451bb7e395dbcb350257928dc8dc4ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00635-drvaU627cQh__000088-foa__79143__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..355470150629d6e17299f172acb57b0b83331dc9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00635-drvaU627cQh__000096-foa__137231__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b34b551861da2dcf6644bb59db438f6fd06971dd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00658-a3JCmxobR99__000012-foa__62936__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00658-a3JCmxobR99__000020-foa__41106__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00658-a3JCmxobR99__000020-foa__41106__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ddb25286aef7df51f0e16f1bdfac00216516691
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00658-a3JCmxobR99__000028-foa__434345__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b168bab33eae09d5a72b8a3cb6671d4707f2447c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00658-a3JCmxobR99__000036-foa__346492__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00658-a3JCmxobR99__000036-foa__346492__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da28c26612fc10a09280aeda1cda0c52cfe7018f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00658-a3JCmxobR99__000036-foa__346492__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00658-a3JCmxobR99__000036-foa__346492__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77ecc37dc865e86955fe1f2855f179475939d852
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00658-a3JCmxobR99__000036-foa__346492__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00658-a3JCmxobR99__000044-foa__171636__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c90f1c20e4db3cf8206f5da6b30920be452a8c18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00658-a3JCmxobR99__000060-foa__98676__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00658-a3JCmxobR99__000060-foa__98676__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f403b7623425bc57b3b3686883dae631d9fcb25
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00658-a3JCmxobR99__000060-foa__98676__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_0004_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_0004_csv/valid__hm3d__00658-a3JCmxobR99__000060-foa__98676__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..62a14e61486ffdaa5deaedaf2eabc7acf6f87f62
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00658-a3JCmxobR99__000060-foa__98676__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00658-a3JCmxobR99__000068-foa__188624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5e27ea7accfda991bcf866b2d28d31460ab603cc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000000-foa__403061__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a242d5631765bfbce224a1b6a5f26e93a7dc2e84
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000000-foa__403061__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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000016-foa__171942__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000016-foa__171942__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b38db83caecb78bc5912c2b087b8ae72fe800b0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000016-foa__171942__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000016-foa__171942__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000016-foa__171942__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98ab241c3e5bc1e76f512b79a980bf884e158500
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000016-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_0004_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_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000024-foa__362959__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1651d173b69db5fbd7ebb3ec3c41eb885009e1cc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000024-foa__362959__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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000040-foa__57911__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e455ae8cc5818b5cfc4aed9099a55c237c93a920
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000048-foa__326394__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d45ebedc432a8e58ba4fae47f5825d8781317809
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000056-foa__176983__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75ed514936ed3d03cbff5f6137339a029879838e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000064-foa__235915__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2ddb50d28d6c05bc68c01806519a46ff0ba2e7d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000080-foa__96386__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000080-foa__96386__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c7460c8b1be52356a56648d2068124c4f683ee3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000088-foa__409512__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..890dd43e0732450df2798ed7e24bd11cf3de8731
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00715-kjUg7BaQF1C__000088-foa__409512__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00760-5Poh4Qz68hd__000004-foa__235913__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4009b70ebbba2ee829c31029ede7926bcbdf8cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00760-5Poh4Qz68hd__000020-foa__101186__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..264c2c6f592c81be7583ee26bcb919a188a137c8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00760-5Poh4Qz68hd__000028-foa__142638__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2eee1218c741f02a4fce0a2857fb0d97812ca1e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00760-5Poh4Qz68hd__000028-foa__142638__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00760-5Poh4Qz68hd__000036-foa__388497__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d41091cd416a8e62f675384d60325228f2bdabc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00760-5Poh4Qz68hd__000036-foa__388497__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00760-5Poh4Qz68hd__000060-foa__328879__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..370b5574d6a5d1e64303efe37e916a18bd03e44b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00760-5Poh4Qz68hd__000068-foa__104602__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c4dff0c4935f33a2a6bcb45cd776aee97442fac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00760-5Poh4Qz68hd__000076-foa__371786__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00760-5Poh4Qz68hd__000076-foa__371786__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d7e79930eb3b4261b4d86a5c8d2fb0942776b3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00760-5Poh4Qz68hd__000076-foa__371786__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00760-5Poh4Qz68hd__000092-foa__99859__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98dc9d7c268fa1e534f04c62c483b4967faa445a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00760-5Poh4Qz68hd__000092-foa__99859__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00786-E9hxHD5h4FY__000000-foa__269476__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54dd20ae585d333185ebd8cf2884cde09117a96d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00786-E9hxHD5h4FY__000024-foa__149966__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6de2194ab812ed32ba02f042a69f779847344d38
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00786-E9hxHD5h4FY__000024-foa__149966__pred.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00786-E9hxHD5h4FY__000056-foa__138247__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16d32e1d2f5816833bbaba6c390b2d12a9a31de9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00786-E9hxHD5h4FY__000056-foa__138247__gt.csv
@@ -0,0 +1,48 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00786-E9hxHD5h4FY__000072-foa__112380__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..702019e2023e271dd641bfeb5528dd34b73ecf68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00786-E9hxHD5h4FY__000072-foa__112380__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_0004_csv/valid__hm3d__00786-E9hxHD5h4FY__000088-foa__343397__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00786-E9hxHD5h4FY__000088-foa__343397__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac9f4b29a88d46d4ccd0d3b2d5a0fb8da1b6d1eb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00786-E9hxHD5h4FY__000088-foa__343397__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00789-UAByLdpaokx__000004-foa__367499__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..14d9866d46043a83d263d9332dea8252ce205caa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00789-UAByLdpaokx__000004-foa__367499__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00789-UAByLdpaokx__000020-foa__18025__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_0004_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_0004_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_0004_csv/valid__hm3d__00789-UAByLdpaokx__000028-foa__139087__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_0004_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_0004_csv/valid__hm3d__00789-UAByLdpaokx__000028-foa__139087__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f7b6fe40118dfc2b644e24d390791e82ce076d0f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00789-UAByLdpaokx__000028-foa__139087__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_0004_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_0004_csv/valid__hm3d__00789-UAByLdpaokx__000036-foa__414541__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d8e76ad94aab5c8fc78f9b3c01fd3399f42e793
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00789-UAByLdpaokx__000044-foa__74433__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19e70090c61798cd83e33c2fca122b447ff63b26
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00789-UAByLdpaokx__000044-foa__74433__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00789-UAByLdpaokx__000052-foa__201043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e3c98be74f9729810a3d6ef9dd698bf4c5348a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00789-UAByLdpaokx__000052-foa__201043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00789-UAByLdpaokx__000068-foa__170894__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00789-UAByLdpaokx__000068-foa__170894__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e1d503dcfadca8975d0a94345d12fa09807b44d9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00789-UAByLdpaokx__000068-foa__170894__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00789-UAByLdpaokx__000084-foa__209792__gt.csv
@@ -0,0 +1,7 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00789-UAByLdpaokx__000084-foa__209792__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a198d24e91908843d898ab31d198d943ea87de5f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00789-UAByLdpaokx__000084-foa__209792__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00789-UAByLdpaokx__000092-foa__111657__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_0004_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_0004_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_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000000-foa__348332__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000008-foa__44312__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000008-foa__44312__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000008-foa__44312__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd6fc753e04f27d42213ae9183e363d937168d72
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000008-foa__44312__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000016-foa__141795__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000016-foa__141795__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c03c3ac5bda4435b4d8a1e99e5a6476cff352fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000024-foa__20933__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b4177dfbe881e49e38010c1818c3d9d7409d8fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000032-foa__160442__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc3786dfff21e9f22e01579865c52ad419633022
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000040-foa__404532__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..172f2dbfd5b2d791a04d6a0e7d5cec4fe8763afe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000048-foa__324515__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc049c7fd517b3e0ad0a4fcf5733c5428faabb5f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000064-foa__37299__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c528dad6984de3116f290e68cf2cc13e7792ab58
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000072-foa__57130__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e17aca478a7cbc2ca4aa86b561d6b0f88655499e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000080-foa__135698__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000088-foa__374112__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000088-foa__374112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d98a1444aed07eee96ea50abd604f9887ec08ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000088-foa__374112__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000096-foa__34332__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00791-JPMDv7zL4bF__000096-foa__34332__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b0a49b8027667b312cdfc13c038246677601de0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00793-NRsmXFcVTbN__000012-foa__379094__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de71b58beb0cc598fc293efbcd4c555d1daa119c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00793-NRsmXFcVTbN__000012-foa__379094__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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00793-NRsmXFcVTbN__000020-foa__431805__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e745d48db0a56f2cc703d86c74452a004c90326d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00793-NRsmXFcVTbN__000020-foa__431805__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00793-NRsmXFcVTbN__000044-foa__184622__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d7776ac75cd93384fc65c12a0e3569867dd341d6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00793-NRsmXFcVTbN__000044-foa__184622__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00793-NRsmXFcVTbN__000076-foa__324230__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bf3af40bbbc194501b5d552ef062b32c9ce212c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__mp3d__JmbYfDe2QKZ__000000-foa__255263__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b1f2b27f4eb6544ef01140cf030965ffed76bca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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,71.057,29.99,2.052,0.0001,0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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
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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_0004_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_0004_csv/valid__mp3d__JmbYfDe2QKZ__000016-foa__346956__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c87b56349bd65d8ac9554450d68597460919774
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__mp3d__JmbYfDe2QKZ__000016-foa__346956__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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__mp3d__JmbYfDe2QKZ__000024-foa__260951__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1432bce518175d30ee2b63c5677f83b1222b9f65
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__mp3d__JmbYfDe2QKZ__000032-foa__352331__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d180c91046e0065d24fc6685b131b05f01e73c25
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__mp3d__JmbYfDe2QKZ__000040-foa__246363__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e108c2133f23c51d30976760bb268cdc4550a99d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__mp3d__JmbYfDe2QKZ__000040-foa__246363__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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__mp3d__JmbYfDe2QKZ__000056-foa__319363__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__mp3d__JmbYfDe2QKZ__000064-foa__108332__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d0e4cbac0a90694b320aebb09e74b43e1af2ad6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__mp3d__JmbYfDe2QKZ__000064-foa__108332__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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__mp3d__JmbYfDe2QKZ__000096-foa__108523__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..72ec54e4e4464ec2660499a9ab2ce8a438a9255b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__mp3d__VVfe2KiqLaN__000020-foa__115833__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7ba12c8866fad9ed6f5e34f234963a89af7e940b
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__mp3d__VVfe2KiqLaN__000028-foa__348852__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__mp3d__VVfe2KiqLaN__000028-foa__348852__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cf90134b721c1d429fe443a38c3e828c999ec9fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__mp3d__VVfe2KiqLaN__000028-foa__348852__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__mp3d__VVfe2KiqLaN__000044-foa__135400__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__mp3d__VVfe2KiqLaN__000052-foa__431390__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a2c07b048a5568f148c78855c2f9a7ba817988a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__mp3d__VVfe2KiqLaN__000068-foa__131876__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__mp3d__VVfe2KiqLaN__000068-foa__131876__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d08409eab613d23f4cde78c324e55c5a1ffa9c88
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__mp3d__VVfe2KiqLaN__000076-foa__338905__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__mp3d__VVfe2KiqLaN__000084-foa__390889__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c826016d7996d743a4030b325f57a703a9d3dbfc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__mp3d__VVfe2KiqLaN__000092-foa__152367__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c39f41669ffad1418984d6bbee4f4d51c562de29
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__mp3d__dhjEzFoUFzH__000016-foa__415380__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aa57e38e9ce17783766c07e90b7a9cb0e1196e8f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__mp3d__dhjEzFoUFzH__000032-foa__183553__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e22d28fdaaffb9568b48477c49689eebf015e85f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__mp3d__dhjEzFoUFzH__000048-foa__99860__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__mp3d__dhjEzFoUFzH__000048-foa__99860__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd2e42cf17543af42e75c49514a2a0a7f9b79c0d
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__mp3d__dhjEzFoUFzH__000056-foa__32481__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_0004_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_0004_csv/valid__mp3d__dhjEzFoUFzH__000072-foa__378646__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39224198a72c1754c40a6a23f9b2d4725b00b5b4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__mp3d__dhjEzFoUFzH__000088-foa__18350__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa6370dcec65faa02823f78c3302264fa9f0ee1d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__mp3d__dhjEzFoUFzH__000088-foa__18350__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_0004_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_0004_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_0004_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_0004_csv/valid__mp3d__qoiz87JEwZ2__000004-foa__26086__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__mp3d__qoiz87JEwZ2__000004-foa__26086__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e48bd27f87463bdcc8d46b953fb88dc76f7d985
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__mp3d__qoiz87JEwZ2__000004-foa__26086__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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__mp3d__qoiz87JEwZ2__000012-foa__338897__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ec06b48c089ac9e2db51e302148aa0deafe38c0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__mp3d__qoiz87JEwZ2__000012-foa__338897__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_0004_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_0004_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_0004_csv/valid__mp3d__qoiz87JEwZ2__000020-foa__90860__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_0004_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_0004_csv/valid__mp3d__qoiz87JEwZ2__000028-foa__369056__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4187cce308d57c4e4b3e21567e4518b19b5f26ba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_csv/valid__mp3d__qoiz87JEwZ2__000036-foa__411576__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_0004_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_0004_csv/valid__mp3d__qoiz87JEwZ2__000036-foa__411576__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5bc3f303283cdb333600dacd224422a30427976
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__mp3d__qoiz87JEwZ2__000052-foa__339700__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..780bd655720bc098539ce83b9ab519661758fa71
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__mp3d__qoiz87JEwZ2__000052-foa__339700__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_0004_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_0004_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_0004_csv/valid__mp3d__qoiz87JEwZ2__000060-foa__264529__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__mp3d__qoiz87JEwZ2__000068-foa__46390__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7c2fd180ddcf98c2f535fc740c215b364947df77
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__mp3d__qoiz87JEwZ2__000068-foa__46390__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__mp3d__qoiz87JEwZ2__000092-foa__277253__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae26ef1f553902bc84eb711bc1db393879e436d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__mp3d__qoiz87JEwZ2__000092-foa__277253__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..070175a2f5d88718dba7bf9cf0d01dd4b2cab547
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d9df28a6044156a79e827aa9eb06bc097a198943
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..832e2c08da821a12b6a7ce77e524f6afe39a4960
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000031__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_0004_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1101ed8b2e4327c2b0b4fbb5c64d56f48712c82b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..059a466ef75bff48895e6e1ba88a5688fd0c2ef7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1610ede8c02e6d5c44e2e154c8a71162b36000b8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__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_0004_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000178__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000178__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000178__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e6a3ffd11668efab7af366d88ea32bf9032c19bd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000178__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000189__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000189__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d37241750f4fd5281c094bec64bc345f5ae1d08
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000189__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000201__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000209__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000209__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000209__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3003f2dad7d5f7c010428f9742bd83ca39b7611
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000209__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_0004_csv/valid__ov2_000221__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000221__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b0803da00863c61e4d0200615acf5ffaa10cc34b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000232__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000240__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000261__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000261__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000261__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee858def9b01c55b00bc131765a9701bc4d0c38f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000272__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000284__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000284__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000284__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b75299c35e77811bb62fb4f837e2eef2b04ae2dc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000295__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000295__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e57176c41bf46e7839e88c906c6860ec98f588b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000335__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000346__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000346__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d9bc8cb416fe5a2cbb0acf248e61b1830995a44e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000346__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000374__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000374__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000374__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f888cdcbb9c1cdde84d5784fdfee0f165cff823
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000385__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000385__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000385__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4fde34731f516e4d6ae3a21204d409520bd72513
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000407__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000407__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f80b3f76e84af1b603b014ddb57e118405bb1363
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000418__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000472__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000472__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a775d7bbd335cc288dfaaf66054360e39bdd40e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000481__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000489__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000504__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000504__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000504__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f5c32f7263901d4cc7e7a9492aeb9a2293da1d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000515__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000515__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000515__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..adb97ee50ad6c4e14aba6257012fa1ab8c71d606
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000525__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000535__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000543__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000543__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1e9f29484ae14bc4e2d2b2443d5982a220f658f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000555__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000555__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3836dd6b2a2c6af8effa6f331ffaf196bf1cd2b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000564__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000576__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000576__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a5b8410fed0512bef6ba2b2e6c44829ee0722735
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000588__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000588__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a1ea469286fe216871194e7a17ba778054316341
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000601__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000601__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b1691671d4b2831c9dce98c881870af10b49384
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000601__gt.csv
@@ -0,0 +1,21 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000612__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000622__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000631__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000631__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000644__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000644__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000644__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d45e167c9696279459888132d51ac8ae62a5216
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000682__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000682__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000682__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b53a420081b1ed68d0c3aa872488d1b274ed505e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000682__pred.csv
@@ -0,0 +1,89 @@
+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_0004_csv/valid__ov2_000692__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000701__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000701__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000701__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cf203b272f983e7fd38fd90ec55ba25956d96b24
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000711__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000733__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000733__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc73a5935a0f348d7aca14870e6a054563de9b71
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000770__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000770__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000770__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55348fab081509c7b825fdeddca0e10a193b12d9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000782__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000782__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000782__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02465fc9f144cd91516cec07a854cda663e028e8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000810__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000810__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7481ac3b3362e8db940ad6dc08a5dc9a66718020
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000846__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000846__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000846__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000846__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3821e4b90e7c8504103b7f456482c4500bad9b5e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000854__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000854__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c7a6b3152ce5b4a0a551daaee133cdda787c4de2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000888__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000888__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ebdd745221fdf3f9e1ed0ac2ef24dcf1d6323920
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000888__pred.csv
@@ -0,0 +1,105 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000899__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000899__gt.csv
@@ -0,0 +1,27 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000912__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000912__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4162681ba71a949e828039385b3236e80f44b975
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000912__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000923__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000923__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000923__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a6719d65e7b35f8542ea4a1bc39d75df7e5d674b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000923__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000933__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000933__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc127c6d8fcacbfe3318d70cca50f9184dafb482
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000941__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000941__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000952__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000952__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000961__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000961__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b5bae5ecf543bde77c0be965d51a3385b15de1ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000961__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000975__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000985__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000985__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dc87b06532703b8f326162a644a313fcc8c908f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000997__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000997__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001035__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001035__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001035__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001035__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7a53b722279a78cdbcbf619ad28d39dce842a05d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001035__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_0004_csv/valid__ov2_001054__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001054__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001069__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001069__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001069__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38876ee651e3a05271992d3216a3a91c1546ed47
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001088__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001088__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5be14591edae47a2d4f68ab9799f83202324593b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001088__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_0004_csv/valid__ov2_001101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001101__gt.csv
@@ -0,0 +1,96 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001123__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001123__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40525ea21fc07a7e7d09b8079ddfa3cf9b56833e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001133__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001133__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001133__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88b7231f1d003f86f85e8e411c8fbf5c91975893
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001154__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_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_0004_csv/valid__ov2_001165__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001165__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001165__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..578f2c2c32ff8876c3e8c4a1d73c7108116a25d0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001165__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001175__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001175__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66a64dfa5ec00343b9caa1956d2f150361de2764
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001188__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001201__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001201__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001201__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d81c750cc830fb7b05c1ebb7b0f442e969b14fa6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001201__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_0004_csv/valid__ov2_001209__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001209__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001209__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d468196aff78c9b67451fee1eb285bcfe61f7e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001243__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001243__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001243__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b0c1c9ac24d2f4744dac848d8bd465f80ab24b6b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001254__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001264__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001264__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001264__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d58a68f1b39947f3f5e2844b0ad69cdde47e52e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001264__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001272__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001272__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac072eebbb69951db65c30d21d42b9d307bb8485
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001285__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001285__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e6b33df790582c8360222a270768568700944ff0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001285__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_0004_csv/valid__ov2_001308__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001308__gt.csv
@@ -0,0 +1,63 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001308__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001308__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..821fed4e570e2b60383e835797fabcc374bcbc5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001318__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001318__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001318__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bcc7c3e8ddb806b1b274ae024e1399d277202464
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001327__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001327__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_0004_csv/valid__ov2_001336__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001336__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95876041c592e7baff18b357b1a1c9bc350e8eca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001336__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_0004_csv/valid__ov2_001349__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001349__gt.csv
@@ -0,0 +1,56 @@
+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_0004_csv/valid__ov2_001358__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001358__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa7e9a68745fd020dbeb87befa862c5749079c23
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001371__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001371__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e1646e9cc83ca982a917871fe7b60d9036b422c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001383__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001395__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001395__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001395__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5474c08909b6f5c336ce03566049643fff58aae
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001414__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001414__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001414__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001414__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..62bbcb0ae72d3751671c56676912d64428928021
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001437__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001437__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001437__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001437__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..983e52d69bafd16ed9ef2049904dc769849958e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001437__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_0004_csv/valid__ov2_001458__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001470__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001470__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5954c88e325ed68ffda58e98ed5711e6ffc90fe1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001481__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001481__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001481__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb2f0f328d024f7ea7841c2f80b27a0130ae8d4d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001481__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_0004_csv/valid__ov2_001493__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001493__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001493__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d05de4a8e4cf7e16ab2ccf05dfdeddbec009df5c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001493__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_0004_csv/valid__ov2_001528__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001528__gt.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001528__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001528__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..17cfacad471a8c3d77accd5537844ac178918c24
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001528__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001539__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001569__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001582__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001594__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001594__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..86284446d46c2179b136969ed2ae723b9fadd57d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001594__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001605__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001605__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001605__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f7edc9f7d298e58a91093435e1cc67dee9ac3ba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001627__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001627__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8179b6374d9aea8408335c09af1210b27b10cf3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da20f2c548f35ccad2725c6c08987714d96d1f27
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001650__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001650__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d8d9f900ab2dbad2af3fb168217910514a5e7c94
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001663__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001663__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001663__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0dbc0468bb0f779a0fa0812379a708f3e330a368
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001687__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001687__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001687__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001687__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..988866d42257cf6ed8a68daf0127892fcb3ef4e5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001687__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001698__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001708__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001716__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001716__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001716__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a8d1bb9bf80c0ec4ab5a92b9c02c9cd032c791c2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001735__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001749__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001749__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001749__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..076069d65a10c168c5ca91d8850da1459b9e0109
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001761__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001761__gt.csv
@@ -0,0 +1,21 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001786__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001796__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001796__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001808__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001808__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001808__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001808__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65a28505b548181f2428b6ee0c9ccd23f9579acb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001808__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001820__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001820__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b47079f0eb810b500e6bb96d8734375d59906b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001835__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001835__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..749dfe13b7b2084bda01bec8ba92a499d37369a6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001835__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001846__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001889__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001889__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001889__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f669c56c69df2688c2ffcce098d94752a1d2ca6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001889__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_0004_csv/valid__ov2_001915__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001915__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_0004_csv/valid__ov2_001915__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001915__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c556a7e7922a480b19bf001f8a3d52f011d8099
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001927__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001927__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001938__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001938__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001938__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77b92d682f06857400c41b39cb03680c85e981e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001949__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001949__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001949__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..680f3357847436d84d404faa185e3bdb89ced141
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001962__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001973__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_001973__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_001973__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b3605e85edf2779be3b62f3499ef2e3f4b68bda6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001994__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_001994__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002015__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002015__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c752cf7adcdbeb4c11d4e8386624e48b9c762ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002039__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002039__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e16e80c1fe7eff0eb4d9f3afab76694078d397e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002068__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002068__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d864496897692d45d32af1b8e47bd173afce01d8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002077__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_002077__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002077__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc9e72c32e765f5851ce8a26996766ff6072efe5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..971bfd845e1905a389c6046768aa75c121adb511
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002098__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_002098__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002098__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d43d74a00151ee0faded039e92c9f7295ccbdbd1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002108__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_002108__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002108__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a7113d5f52e83cdd1940fdc0c9882f91b78627af
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_002119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84faec0013cc87636cde5fe04f47ef01a9f44021
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002128__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_002148__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_002158__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002158__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002169__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002169__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002169__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002169__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c1d97493410071d6e32dc39fc259a74f37709cc2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002180__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_002180__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002180__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5bc6c219067da681449a5219ef0d6123e8927a6f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002191__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_002191__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002191__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d24108f6b980106b3ed45febd167ad83655164ba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002205__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002205__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..edffd7b6d1fce32d1ab124b5345877bb87f00d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002205__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002241__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_002250__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_002250__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002250__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..980e061c353042f09f8fde548ad7f7637a0e0c99
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002262__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002262__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002274__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002274__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b0ea2cd779699ac40fd31682e12be0c3262c025
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002306__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002306__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d8ef8f4e9430b430a37fcbc7d813f55a677e2879
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002323__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002323__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..568b7370148b00c45399d7714305ae241211aa24
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002332__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002332__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1e66d621cc2d68a0062d0ddd3d4cc4be686b3d35
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002353__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002353__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ada518b7145d4109dcd17669a58983a773feed3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002353__pred.csv
@@ -0,0 +1,173 @@
+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_0004_csv/valid__ov2_002366__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002366__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f2c161e4d029461099567815d1b9a9be9d1ae9f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_002390__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_002390__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dac1f120a1f803169d62b216660466d2f89227a9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ed8c548da1c4750359e1e5947560721192daea5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08091e3870085e4144c6f1235b0469f8402716f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6bc95fc07afd4f2e124090457214169d265b51e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5cb7f70cf83c3cb2fc03d861978ad88c6ecfb382
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000126__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95705d2b1a031802700d3e83df888d34d81b1fb2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..01acc5a3c18a9de93b5051093ee45638d7153a25
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..165e1c3cd7dc7aac9def6dd6272e9d7a67a54a5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..011f6294234b1100e2e3c19aba722c42fd2be703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000202__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000202__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000202__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61b102caa4a70854c1f08fea823a1dadc77df841
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000227__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000227__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..872e9b28f634e8a6df07ed463bad6e22a3341ced
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000255__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000268__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000268__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..733befcfe8bfe68008cba49d5b48c67070acc1f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000278__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000278__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000278__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..811d03738cdb558d164d7d3a99cec4d69b16dfc7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000293__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000303__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000303__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e1947c780b82086eb82410acaa7c4a6d68dfac07
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000303__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000363__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000363__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bf397c916832af1747e37fdfa007036185c3915d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000363__pred.csv
@@ -0,0 +1,181 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000390__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000390__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..383d0f0b0e309e88f39f2fadbe38bec86581c0e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000406__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000406__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..53cd00dc4b7f44d2aa88a6254c341f2f1c2ce354
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000426__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000426__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000426__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c128419ac4e009969e67ad5e1594c29f93ba587
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000436__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000436__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c705efe8ac293a386e3db1ab62304717b7969543
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000436__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_0004_csv/valid__ov3_000445__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000445__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
+0,0.0,0,55,aircraft,-116.669,-20.002,4.465,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000445__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000445__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c6e9ee56d933c3d5e24cbcad8a314ba35979822
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000458__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000458__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc0b2447d3f0423ac0f6bc120f736d772f170b32
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000496__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000496__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000510__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000510__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000526__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000526__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c7f2c7deb3242fb32858d1c28d1d85ef2aed0e3c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000526__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000536__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000536__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000536__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000536__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea5f48b087ad8973e1d831755739f37342c0dd9a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000536__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000548__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000548__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000548__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36e6240d2afc4ad4605e8eec4ca37a18c43fd0f6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000581__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000591__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000591__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18b92d186d878adaf65a1e4c80906690ac9f4ae7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000603__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000616__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000616__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000616__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000616__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54b519a86272a2b2c9da89a088c826b52625019a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000616__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_0004_csv/valid__ov3_000627__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000627__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..188240a18aeafae04516d12e498e720191261a4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000627__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_0004_csv/valid__ov3_000655__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000678__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000678__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000678__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27dae51d89f9edd90341a3838f8e05727f7577a0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000678__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000691__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000691__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_0004_csv/valid__ov3_000691__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000691__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..009b93386e1d3f0c2f50349430e1bbe44b6f905f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000702__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000702__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000702__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000702__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ed960fd09a6c8680de3c69799f04d323e0e0944
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000718__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000718__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000718__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..493d4d480463122a9cd0ac2ca03699a744a1cb8d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000718__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000768__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000768__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef346f62727efcf7ddb50c1391e49f618cf13fc6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000778__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000778__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c23a4c8101d728eddea77086ad6337c86c943b2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000778__pred.csv
@@ -0,0 +1,149 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000789__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000789__gt.csv
@@ -0,0 +1,60 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000798__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000798__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000798__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000798__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10f973f0ced3a40e5055a52bb58fa90736f00a71
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000811__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000811__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16a4f35ad9d97e6929a52d3c1d881d0e054abb18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000843__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000843__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f7c006821a2a6ab1b6b24eebb8dd0ed52fa31aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000853__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000853__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52ddcb67e03f3bbc808ab68768df1752641bab46
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000853__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_0004_csv/valid__ov3_000864__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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
+0,0.0,0,17,bell,65.134,-24.539,0.693,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000864__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000864__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58aa4d97da38f35cbff1143dfabf85cd01e61bbe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000864__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000873__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000910__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000910__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000910__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f0a32c9be8a201fdda840d57266314251a2218cf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000910__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000966__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001002__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001002__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001002__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b63bebbec0e2f868c00099c1ff57d1ca7cc15ca9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001013__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001013__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001013__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1cd025a3738a53860bb84d62a7016f5f9d4b5d74
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2be5b5fa944706c01a593fc8a2ac5c8ebfd37c95
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001058__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001069__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001069__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ca45cabedd734063b41b1da85d03009cdc4a3293
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001079__gt.csv
@@ -0,0 +1,133 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001092__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001092__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cf2000fc4c208c46c666b94ba3d5de875da51ce6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001106__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001131__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001131__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001131__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c38f826d8192a190cfa5dda22cfe198f8637fcde
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001146__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001146__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c7ec7cae8f1cb1818d04c39f99f9588bae3ce77
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001154__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001154__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001166__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001166__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0453d0ff0164a26aff63a41a79da33dfd53827c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001183__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001183__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b80d238e6595593b3f86b4c1a0e26922a57c7d6e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001183__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001197__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001197__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c7da2985512fce4b9ab554cb784fd07b5540893
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001207__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001207__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9987f390f35f421a824a6e6b3fd8148459e34101
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001232__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001242__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001242__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001242__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a738409f99759a65257235a132e7e4fb4d21426
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001270__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001270__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001270__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f10566dec65f0fbe36833e2711547eaa4a57efa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001286__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001286__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001286__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a9843b28c48342f66076556084d90a06d4fb3294
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001307__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001307__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_0004_csv/valid__ov3_001307__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001307__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7abd799e5fa90fca38ad06eec9c997d984a107fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001317__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001317__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59ced432baadf862f21f9a21eed8a38a7ed80f41
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001338__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001338__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a4b41822fe3c98ca47997d6bf6e6fb10900298e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001373__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001373__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001373__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001373__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a9b929fffbafa87c25459ffe5a1d836d774ca735
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001373__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001388__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001388__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001388__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..97317c0eaadaeed108bc55807ee3a16826ce01e1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001388__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_0004_csv/valid__ov3_001397__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001397__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..03b685809e2711d827bac05d69e4a51aca6fe72d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001397__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001410__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001410__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ee37ca976ba42781ca960b4e3dff11d4c840273
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001410__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001419__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001419__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..123b1ed89b582a40ab54d22934357d6bf9266334
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001419__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_0004_csv/valid__ov3_001419__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001419__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..94ce341c6316166ddbb8196b253475ace7d98fc0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001440__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001440__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001440__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2de289e5d66f3633f97e3db27f877fb9033844eb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001440__pred.csv
@@ -0,0 +1,197 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001454__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001454__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c72039bc8ddf8e47e6f6bf2f80a2a1269bca2e2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001466__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001466__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_0004_csv/valid__ov3_001479__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001489__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001500__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001511__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001522__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001522__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001522__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..78200e1fe946bfd5743795d8bf673deca3a1fa19
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001522__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001562__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001562__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001562__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a1e185661d12c15d04b876daccb4ddf06de7228
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001562__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001573__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001573__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fef0a402f34f97c0b7e186bbdef3f4e1b5523abe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001573__pred.csv
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+48,19.2,3,0,wind_instrument,140.268,-20.365,2.579,0.0332,1
+49,19.6,3,0,wind_instrument,141.811,-19.553,2.608,0.021,1
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001581__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001581__gt.csv
@@ -0,0 +1,101 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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+19,7.6,2,28,musical_instrument,93.637,-8.51,3.901,1.0,
+20,8.0,2,28,musical_instrument,93.637,-8.51,3.901,1.0,
+21,8.4,2,28,musical_instrument,93.637,-8.51,3.901,1.0,
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+23,9.2,2,28,musical_instrument,93.637,-8.51,3.901,1.0,
+24,9.6,2,28,musical_instrument,93.637,-8.51,3.901,1.0,
+25,10.0,2,28,musical_instrument,93.637,-8.51,3.901,1.0,
+26,10.4,2,28,musical_instrument,93.637,-8.51,3.901,1.0,
+27,10.8,2,28,musical_instrument,93.637,-8.51,3.901,1.0,
+28,11.2,2,28,musical_instrument,93.637,-8.51,3.901,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001581__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001581__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..acf69fc38c8a38be16e7224d8dcfbf3174d20ca2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001581__pred.csv
@@ -0,0 +1,201 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001592__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001592__gt.csv
@@ -0,0 +1,47 @@
+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,-102.735,40.151,4.328,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001592__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001592__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da2bbff161b8a8128eb165c31017b6d6641bc578
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001601__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001601__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44f9940e789ac8d8f7ef842b92677ec74417c374
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001601__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001627__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001636__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001636__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..311da7b09f8a7ac4c58b9cceaf126b9b0800a625
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001650__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001659__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001659__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001659__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eed4d4961f3bd937cb78e599e0a6a212a2471a4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001659__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_0004_csv/valid__ov3_001668__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001668__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a1c056257b6e5b6c4f3173fb091dabf9106a10df
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001680__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001689__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001689__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..82b118dcda0b0b25e5ff5e2e37c2c0b6e136e120
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001702__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001702__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..802b57b3d2dd3a811823e577f6c140f295343b3d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001714__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001714__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001714__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001714__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f6f8e89182ffe3cd7e04fa44c96099d92cc4094
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001724__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001724__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5aa4645c37123932a7e6a0c239ab69a4eb5e86c4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001724__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001753__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001753__gt.csv
@@ -0,0 +1,61 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001753__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001753__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2cb0e9707877532fedd35b5acddc4c437d98bda8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001789__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001789__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001789__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4cd7cf5c9c7b9973817b84b4d8e0af93f509c1cf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001800__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001800__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001800__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5a724952b59a8be0747b970fcdc2c61c93ec5a0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001800__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001811__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001811__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4614de0ff22361ee8fc449db8c1027c6ce4fa847
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001822__gt.csv
@@ -0,0 +1,68 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001832__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001832__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1449b125b1b8b863945b72fc7c95a6fd3a99710f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001832__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_0004_csv/valid__ov3_001842__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001854__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001854__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001854__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00546e257caa813a1c6b3ce526ec596df9b0aa40
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001854__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_0004_csv/valid__ov3_001877__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001877__gt.csv
@@ -0,0 +1,100 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001877__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001877__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..934d725842cfab4687de2c7ff3df057efda14948
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001877__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_0004_csv/valid__ov3_001889__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001889__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001889__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56304ebe0e2ca4b115f454a1f730502256aa0096
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001899__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001899__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c85482be905fc5ab83f3498bac6566cb9bf9d185
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001910__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001910__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001910__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c15b22e0a38948150d2796a5267db6fcd74738a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001919__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001919__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001919__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..171b780ff2588e18e7d9da843f491e4c038fb267
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001934__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001934__gt.csv
@@ -0,0 +1,56 @@
+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_0004_csv/valid__ov3_001934__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001934__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..21ec98e53b2fd2a530ac551761e33465461742f9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001934__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_0004_csv/valid__ov3_001943__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001967__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_001967__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001967__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52d60b7cdc475085d6c7313ac63f77e2aae0640e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001967__pred.csv
@@ -0,0 +1,197 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001983__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_001993__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_001993__gt.csv
@@ -0,0 +1,44 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,13,breathing,152.17,15.783,2.813,1.0,
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+4,1.595,0,13,breathing,152.17,15.783,2.813,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002007__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_002019__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002019__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e2c435c91e413648034bd597f0e790cb0f00b0f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_002030__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_002030__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002030__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af7cc65b53a37260b9937017d711cfeab3ef9bd1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002030__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_0004_csv/valid__ov3_002041__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002041__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac3311a142c844ee1302f058fe8bd5f3e988f8c6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_002065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2a7303ba0ca3520c37f3a5028598cf7adf45fdd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_002077__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_002077__gt.csv
@@ -0,0 +1,95 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002077__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002077__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b9343eee88781fad50dd0333d98704dd640343ee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002077__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002086__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_002086__gt.csv
@@ -0,0 +1,75 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002086__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002086__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f2492be0202593464799385df952dfc85caf0e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002086__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_0004_csv/valid__ov3_002097__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_002097__gt.csv
@@ -0,0 +1,59 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+1,0.402,0,54,finger_snapping,-142.747,-22.862,2.518,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002125__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_002125__gt.csv
@@ -0,0 +1,76 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002137__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_002137__gt.csv
@@ -0,0 +1,31 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+9,3.6072,0,50,drawer_cabinet,-138.95,5.797,2.05,1.0,
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+13,5.2104,1,3,body_sound,78.069,-9.312,2.099,1.0,
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+16,6.4128,3,7,keyboard_instrument,-38.765,-4.737,0.562,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002145__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_002156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da2e55909dfb0eebdb5bda542fbc7af3a24a6811
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_002196__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002196__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..34fbabc0b2a22064678311943b0cb8ad41033f9e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_002220__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_002220__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002220__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d08a26dd797fbbed8f96b9f7ebffab903cf3c3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_002236__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_002247__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_002286__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_002286__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002286__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..144aa08843ff44f71c97ecfbfb2a56d65042dfc8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002286__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002296__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002296__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6393253967705e8ec3a28737c7f8b4c83452d010
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_002308__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002308__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4afd20dd537b73db5daa83d0db0b7b83cb1fa9fe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_002321__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_002345__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_002356__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002356__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a7c86a9a311797e1a3b0432c1b558178dcd7ec20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002356__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002366__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_002366__gt.csv
@@ -0,0 +1,59 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002379__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_002379__gt.csv
@@ -0,0 +1,102 @@
+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_0004_csv/valid__ov3_002379__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002379__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a6048a5af89c9c5db0d8807af248a762a24dd3e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_002394__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_002394__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_0004_csv/valid__ov3_002394__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_002394__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..07b917aa11d66d48794895bd4b213e13d26ac18a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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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+14,5.497,0,13,breathing,123.952,-43.115,3.053,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__replica__v3_sc0_staging_20__000008-foa__338719__gt.csv
@@ -0,0 +1,27 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+2,0.7932,0,3,body_sound,-175.043,-12.753,4.805,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__replica__v3_sc0_staging_20__000008-foa__338719__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..01db157cf4014622420cc63287cd30b2e60d7174
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__replica__v3_sc0_staging_20__000008-foa__338719__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__replica__v3_sc0_staging_20__000024-foa__268074__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c4ab46b656f1fb38874ed628d439a6cec545c91
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__replica__v3_sc0_staging_20__000024-foa__268074__pred.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__replica__v3_sc0_staging_20__000040-foa__62936__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a8202ec828c103b3430504fa5b35816a1e0fca2f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__replica__v3_sc0_staging_20__000040-foa__62936__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__replica__v3_sc0_staging_20__000048-foa__246259__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..824d2276ccc6a9c367a769101f3645c9095834f4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__replica__v3_sc0_staging_20__000048-foa__246259__pred.csv
@@ -0,0 +1,105 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__replica__v3_sc0_staging_20__000056-foa__380033__gt.csv
@@ -0,0 +1,12 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__replica__v3_sc0_staging_20__000056-foa__380033__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cbe09be65653128cc7351b8594f0152ae65ad67c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__replica__v3_sc0_staging_20__000056-foa__380033__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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__replica__v3_sc0_staging_20__000088-foa__398091__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b58f9f7989cf5f2a481234bddd1423f97946c176
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__replica__v3_sc0_staging_20__000088-foa__398091__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56595805621b9ff6735b9b03b4c03192f795e4ba
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__replica__v3_sc0_staging_20__000096-foa__338211__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__replica__v3_sc0_staging_20__000096-foa__338211__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..244fd1529a264b000433fb50ed6017865bd58f21
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__replica__v3_sc0_staging_20__000096-foa__338211__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__replica__v3_sc1_staging_14__000004-foa__21099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__replica__v3_sc1_staging_14__000004-foa__21099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c333a22079c36948270071dec7b21387e0ef5ed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__replica__v3_sc1_staging_14__000004-foa__21099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__replica__v3_sc1_staging_14__000012-foa__365753__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..763dfc95bfae943dda2af53905dd3da897a024d9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__replica__v3_sc1_staging_14__000012-foa__365753__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__replica__v3_sc1_staging_14__000020-foa__188883__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__replica__v3_sc1_staging_14__000020-foa__188883__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eba16bc74c9b9ebe7ab1da3185c274bdccdc0627
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__replica__v3_sc1_staging_14__000028-foa__25894__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe2d79e60212595977d3fb350cbb276b8e9d1ec7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__replica__v3_sc1_staging_14__000028-foa__25894__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__replica__v3_sc1_staging_14__000036-foa__381775__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..29214bd9877bdbd871e024b750f7f53f71b175da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__replica__v3_sc1_staging_14__000044-foa__401182__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6cba5bb53ab2de67de267e733601e8834ef1d9d8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__replica__v3_sc1_staging_14__000060-foa__172400__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0077dfae8d05018b13643254d9a020291e479f5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__replica__v3_sc1_staging_14__000084-foa__152367__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b092b7f2ea21b3c7970928b036e8c55e0f02a1d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__replica__v3_sc1_staging_14__000092-foa__120879__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..72a02779f4284782a27b8af0b4ff2965a3dd4b2b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__replica__v3_sc2_staging_09__000008-foa__265988__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__replica__v3_sc2_staging_09__000008-foa__265988__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9c74b576a5ce209ea3ed5c96ea97abc5d61a4e5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__replica__v3_sc2_staging_09__000008-foa__265988__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_0004_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_0004_csv/valid__replica__v3_sc2_staging_09__000008-foa__265988__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5178089854c2544dd4d23e0aeba9730ecc058a32
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__replica__v3_sc2_staging_09__000008-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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__replica__v3_sc2_staging_09__000032-foa__411068__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f90e81debea008f2887f9b29c1b11e5e8b70be02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__replica__v3_sc2_staging_09__000048-foa__376407__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66fe9853cabb99ad69a81e68ae145b35db23c760
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__replica__v3_sc2_staging_09__000048-foa__376407__pred.csv
@@ -0,0 +1,137 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__replica__v3_sc2_staging_09__000064-foa__334208__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..879d5be5e8370501437da0253c6bd983c3a04a5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__replica__v3_sc2_staging_09__000064-foa__334208__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_0004_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_0004_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_0004_csv/valid__replica__v3_sc2_staging_09__000080-foa__98494__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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__replica__v3_sc3_staging_06__000012-foa__133731__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a27cb0408667e1dc0de480e8d76a1a43b110c6d0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__replica__v3_sc3_staging_06__000020-foa__391358__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c52ba4b244df2fecb559aaf48d085966152177a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__replica__v3_sc3_staging_06__000020-foa__391358__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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__replica__v3_sc3_staging_06__000044-foa__171942__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eed39a6742ce37435fcc2ea319acd1c349dee4ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__replica__v3_sc3_staging_06__000084-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09d1f543f753c4ebf2a1a88d8717d6b1efa5235c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__replica__v3_sc3_staging_06__000084-foa__161195__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_0004_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_0004_csv/valid__replica__v3_sc3_staging_06__000092-foa__338806__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..061252ffbe8fef65b5e442233fccd20dd24f5bd5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0004_csv/valid__replica__v3_sc3_staging_06__000092-foa__338806__pred.csv
@@ -0,0 +1,73 @@
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