diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a1afb2473dbad15f66806d9efd77d2177fc6526c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d9fc22a3fd54205402aecb855a175df3778da2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cdeedc938f82c63311666fb37b6c31894c6b0705
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
@@ -0,0 +1,665 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..219ef8c84a2a2b20681dbea76443a4d55fd66c4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,54 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6bb2a6ccc422e9d209185cb4628ea108e8951423
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56e41fe2f93c9d08c2a36c5b113d937210bfce34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55ec67481495b9705bc3ee8306ac31b3f7fdc4e1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..906b6fd1b76c7db4fee27cea36e6c0e6b0419211
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..511d2af6c9b7d171f81468e04e68489292d5faf7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be2012742319f34b5bb4fdc5926b48f2635fee3e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7b3ff659f4e242b05db86ede0269f733148cf09a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8db3e4013135a96050b81e0e9afb876dc96cbbee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..418194e1402ec3a62533c0c48ad4419a3f699d4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..855c47752a76ce2439fc46c08b4e5710f183fc5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ace367c92eb81b1a444b4e27be76c37d7d1ccd8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fb56efad125e769fbfd24ffc922c1ccb1f2d15c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b53e4c93a4d010ea0006a9c1f0bbd673756cbdec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09dc46c49cccedfb98b0faddc839308074780eea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..34c57e2ba1456579725ecd7bee4be75362850918
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fc4d51345da384025114968bc1f69162dffda5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a0efbba2e8a638402e8920a90d2fb705bed13772
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b91ecc25bb380219ee538def8c579b878096ae85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c3a3d48ab6d522fe5d4b835582c5f22baf47196
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f95769e38194ee1c74ac6cba00e4994ef26d9f98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6fba8abe5865cca2fddf48437431450a2a387344
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4196f2cf0d28c280e4e604a4b5421b8d092dc3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8865a7e12701f28240dedaba70efd8beb5286ce9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e8b37c0cbb5c985af0a71b6bdfbdedf71682187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef34bd8930f42c4e9c0e1c53230fc74040c55e8f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
@@ -0,0 +1,337 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d10d0474fbb9b3fc87d81a14050cd8e18944e248
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74053819e999cb51968658e6fc208f81c4883e8f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b28a9586ec7903415a1bade7d13eb03da5a7f512
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ecb11d0d160a4a36e05cf2951ba0ef87cbc06bdd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f9c72ca0bbb68e3ec2e6085e2d0625dd567a879
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,214 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a6be735485ae18a476356249dcad124f4e9af87
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..278b645826645e5da809f6629c3d4ca4d6a0da22
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0674ff70a9c7f2511d98fa2ca5a7407bbb43fb08
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..694e4b8925180e17b782f4baca76d45326784829
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7abb2831a540b23ec169235f46a351114394267f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11b5deb730245360d1f0fe8063568f5ed0683de7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7dc64aaf99fdb039803895c4e6167fc3f7ddeafc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..365a5f9f439d2f8152760c1df35e8b65bd96324a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf0340b9d222dd9600605c6cad2bf71f12567ea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,381 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19756f7eae6cebb015661c71efa77591d48555e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..79e29dfa1a997fcffcb19051f9e8514cb9e05d72
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,265 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40af9525ece9d4ebb75a4b99cb8b800ac4588f66
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a50a6979cdae4adffac7adb12b7ebce486f637c2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2f20eb785bf537dcd58d590b4fc43bb5250b381
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8977783a0ff59a9d655b3a0ac7c51e82c62374cc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e59d675d4803b5185e3c81a9c5cf92d418cffe60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__gt.csv
@@ -0,0 +1,148 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f0c682c8e02660f1b10bc0dc23ffcc32d63a04fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af407c812b2b88f4c171df01d185f386b34c63d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c64dd6360ba74da9cc0ade7723587c0e2dbe1c34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a967216b8f78f28a4bc7c883483fe5ebca7f63fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,240 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb4baae404923583091c9db840a70ac6fd1c21f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d2615cc09838ed9a0c43f8ee2741ba44671cb45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc74e4ce31deae9ecf4587c01deef65b69495873
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f96bdb18896e191348630b8a0ab10536958bef57
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,92 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..023cb0be2c554571eb8f2209bf38636a156f9960
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57c0fd07b3093b78c7134a85d2128b525e67e70f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a678c5031c9437b6006661647da5d839650f8ea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852f67b11168ff3d2d412cf7c5f0ea5568125243
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,167 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e9ef04634cdfdef808aa1f5d4f654307605e281
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8d994575aff627fcae880ce87fd43b5818eb4c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,314 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..30da39453d3b67ca1edf8be0257d5d86309286ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c25e41d189d3cb4d9073c3fe86cfefc97ef2b67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c869c73eaa13f92a56ca7a3ea226d24b103b542e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..596b7aba65639778606714bff129ad8e89d221f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8915cb7cc804d1c506e564132f8476dd799ef9cf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..762c3c96e5c7daa4eb83ae1019945cde5758cdbf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,192 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4bff997c61bcb755a68799ddb86fe6d73105c20a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,669 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddee5a39c09d1d12de6bdd8131ee2088600dcb44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bcf00400da7eefe652bae29f4389d77bf8aa235b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54861a25236708e531c0bb9c469c8e74c5e6c931
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..291d1b34fbd84a84cad374a171ba706b81f16820
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f002943268b85f4194802f0fa9258ea55b58fc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..991aa0f47588ef58ba183604fc5532d415099cfe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..266a04ab3c5e531fd59a872f25f45b4f897ec17b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,278 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..931c7d04b1486a9c39fd56c19e311b85556e790c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..064e3392c21d2c374518cb6a5d73eabf29a4eab5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b83cb2d65cff5c49b99a71147dcf124580452087
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e7506279f964ff83ab126bd4fbe1581d5c494ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87ce82e24cb960d374ac5e5059592f63b9f3022b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a3afcc3487e5e29f29ea3e0b70f82d4418d5eb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6de1626e3b299d7a3665d181188f9f8e994e8220
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c09e01b396539f17942b8ab6deacb26bd6dd77d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__gt.csv
@@ -0,0 +1,294 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc6973adb389901a0135b790c05f04eac7c7130f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bcd0a63069c2f78256fd52fdec89ca9726b3e14
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e1d9e3112c605fedd3ea2ed309aa74a4c2a394c7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e37669d84a4193437d2f50c14983c6f4d226e03d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__gt.csv
@@ -0,0 +1,166 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59736fb8946598ce31b34143925b1986f2a8a6d9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b230330c52889ca8c0e93afa6866314c33c38fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,416 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a7b05d2c5498242798f2161ff413b37f2a217d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13c026e2da106a52a6a4a7dae12bed11900f1532
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,282 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e6692f9d7de3457c85e41cefdb0b46378c518b4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e307c08cc64998abcaf4d751a9975cb1b1ccf838
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d9fc22a3fd54205402aecb855a175df3778da2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b63efec837ef5218ca256185121e2b4cdf92a21c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..219ef8c84a2a2b20681dbea76443a4d55fd66c4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,54 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f19e8f2e169427abec40455aaa0f298f05a7629
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
@@ -0,0 +1,437 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56e41fe2f93c9d08c2a36c5b113d937210bfce34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..23f357bcfadd0c79d0063a02f368737cd893972a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..906b6fd1b76c7db4fee27cea36e6c0e6b0419211
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..26d792e986c0ad2bb99091657264e926c8cc7ec7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be2012742319f34b5bb4fdc5926b48f2635fee3e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..80b001c508b4d1a9374cb31e70af84cf668d04bd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8db3e4013135a96050b81e0e9afb876dc96cbbee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b42e1470e587c6eae9bcb808214907d9a6725ae8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..855c47752a76ce2439fc46c08b4e5710f183fc5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f76126591b5214e3900a793d7b62f966ddead45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fb56efad125e769fbfd24ffc922c1ccb1f2d15c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ea771c8f9bfebd7294c3f81555e3b45b294b230
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3461ad7a999b39057c5e2230e9b79f19526436f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1cabf23f79ca6e7e16640d2418c30d63447e4351
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09dc46c49cccedfb98b0faddc839308074780eea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b211d39a59136b80d9da93e6d89cab256db25a03
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
@@ -0,0 +1,509 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fc4d51345da384025114968bc1f69162dffda5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f9d0a9eeb30c56972ce073309aadc5839ca8e6b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b91ecc25bb380219ee538def8c579b878096ae85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..86f6a4f5c7e44c1c261ee5053f4e01c281566bde
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f95769e38194ee1c74ac6cba00e4994ef26d9f98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,4 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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+2,0.2015,0,11,war_sound,43.236,-30.502,3.012,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a5e0ca86ef521d5681bf525c880a227c65a06d15
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
@@ -0,0 +1,133 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4196f2cf0d28c280e4e604a4b5421b8d092dc3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2baaae38429a7501e8512dc9a73b919231f9af9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
@@ -0,0 +1,269 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e8b37c0cbb5c985af0a71b6bdfbdedf71682187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d4203750312b8cdc6033b2f48124301ff52c50ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
@@ -0,0 +1,337 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d10d0474fbb9b3fc87d81a14050cd8e18944e248
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..516de4c951171b95fd30a12a0b29dd5a1467b894
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b28a9586ec7903415a1bade7d13eb03da5a7f512
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,307 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..315ca01df6f9f39d320dac740752ec49ad2ac8b0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f9c72ca0bbb68e3ec2e6085e2d0625dd567a879
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,214 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b3b086ce9cd426a14e086a76e16dabb8696254c8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..278b645826645e5da809f6629c3d4ca4d6a0da22
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7dbfa13b512cbb2c5d07b3235c41223554ec62ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..694e4b8925180e17b782f4baca76d45326784829
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1be448258585fa76c9c02a61fa1d912dbec10ab6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11b5deb730245360d1f0fe8063568f5ed0683de7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__gt.csv
@@ -0,0 +1,167 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a99d09fccde9e659d932f972c7c07387699c4b3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..365a5f9f439d2f8152760c1df35e8b65bd96324a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1e99543606635312fdc19efe06251ebbc6207bc7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19756f7eae6cebb015661c71efa77591d48555e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..62789842cf9ff4e2661640e29c1a469cfc507bb0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,265 @@
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new file mode 100644
index 0000000000000000000000000000000000000000..40af9525ece9d4ebb75a4b99cb8b800ac4588f66
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__pred.csv
new file mode 100644
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2f20eb785bf537dcd58d590b4fc43bb5250b381
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f352ed70606a9385f818637d19662a9da372a8c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e59d675d4803b5185e3c81a9c5cf92d418cffe60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__gt.csv
@@ -0,0 +1,148 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f5227d1647a25b84ca2690b721b6b6e522dd3ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af407c812b2b88f4c171df01d185f386b34c63d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c21139ee6351bf92a68136686ce16264ff06a7de
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a967216b8f78f28a4bc7c883483fe5ebca7f63fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,240 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7417e218206508367103961857aefd9ecde6fc88
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d2615cc09838ed9a0c43f8ee2741ba44671cb45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee7271474e31145761c52e6d35c7d127c8909b80
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__pred.csv
@@ -0,0 +1,157 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f96bdb18896e191348630b8a0ab10536958bef57
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,92 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e552dc5d7a8ea631647456594c536728ca29691a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57c0fd07b3093b78c7134a85d2128b525e67e70f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb7b7acb52f088f2f5a2b725712d15a993eb8063
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852f67b11168ff3d2d412cf7c5f0ea5568125243
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,167 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8145a4ceb7c60daee3149e95477a8b23755f9186
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8d994575aff627fcae880ce87fd43b5818eb4c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..53e153a1c69c99bcf1254953278719227a4b6d5b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c25e41d189d3cb4d9073c3fe86cfefc97ef2b67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,267 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da91f3a0fbac6b14ded0873aa8f39680f54c1119
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..596b7aba65639778606714bff129ad8e89d221f8
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..64b17d57819fe89224cfe9823dd00712512ed1e1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..762c3c96e5c7daa4eb83ae1019945cde5758cdbf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4abc355377f7de7f01502350e4ce999403c4bfd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,669 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddee5a39c09d1d12de6bdd8131ee2088600dcb44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..79dcc84be2b6bbee3e4d71764d8ea0cb83f49a8a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54861a25236708e531c0bb9c469c8e74c5e6c931
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40ab3590b6e560ca43ed3691ef4ba58b10e374fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f002943268b85f4194802f0fa9258ea55b58fc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1e3889751fbccb7d61f1990ffc5602a2d526f748
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..266a04ab3c5e531fd59a872f25f45b4f897ec17b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d70ddb63704cfacf4b8d1add1869cb5247cdf81c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..064e3392c21d2c374518cb6a5d73eabf29a4eab5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ce1ec5d29e6bffdb64ad24197e6cfd0330cc296
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e7506279f964ff83ab126bd4fbe1581d5c494ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e8d7edaca1bc7deeabebb2d33d16127a3d66c6d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a3afcc3487e5e29f29ea3e0b70f82d4418d5eb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c50f0da394ccb76b74f57db410b1e2b6c6d7005a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c09e01b396539f17942b8ab6deacb26bd6dd77d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..85131ed1b54b1544f49177d94fbc744e3562082d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bcd0a63069c2f78256fd52fdec89ca9726b3e14
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7ecb8ed165faafc45d756c624dfae0901364e569
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e37669d84a4193437d2f50c14983c6f4d226e03d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__gt.csv
@@ -0,0 +1,166 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bf3cc9425ec8c604b84690ca53a7c0d8ceda6924
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b230330c52889ca8c0e93afa6866314c33c38fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,416 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c1a2707dd1a663efe09a83de783c174ca2925588
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13c026e2da106a52a6a4a7dae12bed11900f1532
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,282 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06f4b82e38726be18da405e8d7fb511bc55bd4c4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f27fe33db2a751aab5197db3d35ff28b4938a4c3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d9fc22a3fd54205402aecb855a175df3778da2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d5276f49f6c93b181976dc21b458a4332cb84f4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..219ef8c84a2a2b20681dbea76443a4d55fd66c4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4fbbebfe6c00fc33577120edae51bb17be69fbd6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56e41fe2f93c9d08c2a36c5b113d937210bfce34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d39a6cc909e3c288564844fd03294db6d02e4b93
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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new file mode 100644
index 0000000000000000000000000000000000000000..906b6fd1b76c7db4fee27cea36e6c0e6b0419211
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be2012742319f34b5bb4fdc5926b48f2635fee3e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..092470f56c050769e764fbf813be6d9da3ab4124
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8db3e4013135a96050b81e0e9afb876dc96cbbee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7a1862fae7a94c584585b895ee0fed2416312e4d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..855c47752a76ce2439fc46c08b4e5710f183fc5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dbf9a10109af6aaf3f6dd495033479a92d101c7f
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fb56efad125e769fbfd24ffc922c1ccb1f2d15c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0866dc5f06e5989acdfff44a032363f78e52331e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
@@ -0,0 +1,425 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3461ad7a999b39057c5e2230e9b79f19526436f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95881e35fd425d788fe469eb9d1e1df8c437f4f6
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09dc46c49cccedfb98b0faddc839308074780eea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c14044f471a5f3b6e1e44642c5a8818c78bec9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
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new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b91ecc25bb380219ee538def8c579b878096ae85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__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
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cf1408cb1867840d3243e5506171c1d8fe5f501c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f95769e38194ee1c74ac6cba00e4994ef26d9f98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,4 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99f8b0fd16b80ba8b57b7a3d7130b2f56284141b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4196f2cf0d28c280e4e604a4b5421b8d092dc3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddcc80e793803bec76aaa5a11042acf81f7cb01a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e8b37c0cbb5c985af0a71b6bdfbdedf71682187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3414b34be6f5230c4cb7b76f2682e5d4c5ae10fe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d10d0474fbb9b3fc87d81a14050cd8e18944e248
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
@@ -0,0 +1,115 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be7af220df7d279376e54247206762c90e020841
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b28a9586ec7903415a1bade7d13eb03da5a7f512
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,307 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9144947f3aa92325b10e909286326e07f92ca718
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f9c72ca0bbb68e3ec2e6085e2d0625dd567a879
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..514b5a85d5846d06b7257204b7105abd3b6cfaca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..278b645826645e5da809f6629c3d4ca4d6a0da22
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d859c6b1b8e6644eda7083fda174f165cd17cf9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..694e4b8925180e17b782f4baca76d45326784829
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c3e39135264aca010a7c1edfab8d04df194cc6c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11b5deb730245360d1f0fe8063568f5ed0683de7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..086042948db9142aa5268fc942521cd46c48b75f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..365a5f9f439d2f8152760c1df35e8b65bd96324a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7dcc9f408ebe0088deae716f23a64992377067a4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19756f7eae6cebb015661c71efa77591d48555e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f63df0d5871bde99ed522779b67249c2eb30ee4f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,265 @@
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new file mode 100644
index 0000000000000000000000000000000000000000..40af9525ece9d4ebb75a4b99cb8b800ac4588f66
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..c44a13aeedbfb15aaf2ba76a8fc493e60d1ecf0a
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2f20eb785bf537dcd58d590b4fc43bb5250b381
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6fe9e6ccc77329033f7e83a51290fb013201297
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e59d675d4803b5185e3c81a9c5cf92d418cffe60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..efafc27e4abff2248d07e44c6c90fa8f68fbcf5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af407c812b2b88f4c171df01d185f386b34c63d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0764d3974cd6c361ea1f32d4eec7c88d5932003e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a967216b8f78f28a4bc7c883483fe5ebca7f63fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,240 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..112eff41772c83ef5a86b55e9090036e528db584
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d2615cc09838ed9a0c43f8ee2741ba44671cb45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..daf36537b378e40e602b6258f92fd1f17deace25
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__pred.csv
@@ -0,0 +1,157 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f96bdb18896e191348630b8a0ab10536958bef57
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,92 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6cd8dd117a823dc0504bb4bd8244223c3e228e44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57c0fd07b3093b78c7134a85d2128b525e67e70f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4252d242e8e3f65c1e62e8f01ceca7adc97945b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852f67b11168ff3d2d412cf7c5f0ea5568125243
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,167 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12ff736fb39ae92a6c41b845feef80490b34aca8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8d994575aff627fcae880ce87fd43b5818eb4c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b3c5382a756a600e7ad830d05c9a48a26d365878
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c25e41d189d3cb4d9073c3fe86cfefc97ef2b67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,267 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e02995a5931cf7578a28e70f4b8fca8686bf1c0f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..596b7aba65639778606714bff129ad8e89d221f8
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eba70b53ac0ee8605e2f82cb634e3b1aa68b46af
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..762c3c96e5c7daa4eb83ae1019945cde5758cdbf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3544a57cd0010c40e182d01e16bc0ef59bebebef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddee5a39c09d1d12de6bdd8131ee2088600dcb44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,190 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1e35c444020f3f7a41cba9e2ed3799c6a06c2add
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54861a25236708e531c0bb9c469c8e74c5e6c931
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33d00fca8136e42c1d9d26bd00104677987b634c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f002943268b85f4194802f0fa9258ea55b58fc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..746bae0e0213ea276c5d058a2e7d73b1585bd968
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..266a04ab3c5e531fd59a872f25f45b4f897ec17b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6567fe26c95546272ead6f531f7f7c07e47db2a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..064e3392c21d2c374518cb6a5d73eabf29a4eab5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e588145e95cc6d2b6896199fae363efe7a6251e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e7506279f964ff83ab126bd4fbe1581d5c494ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c075bc6ad1b522f2e895b412b653ac884503fae1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a3afcc3487e5e29f29ea3e0b70f82d4418d5eb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a4c9ceb073051442126045a3f867d98bc32f802
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c09e01b396539f17942b8ab6deacb26bd6dd77d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__gt.csv
@@ -0,0 +1,294 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb579c9ca4662503574327e021e8f8d4c390d681
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bcd0a63069c2f78256fd52fdec89ca9726b3e14
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8a7bb80115f787705072b995a082868901011c2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e37669d84a4193437d2f50c14983c6f4d226e03d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..29fd125f7e198d5094dd1f02529d4b393144a1c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b230330c52889ca8c0e93afa6866314c33c38fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec3286dc5c9b796c349cba2d21534c8c747baa47
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13c026e2da106a52a6a4a7dae12bed11900f1532
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,282 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c33f4ba15b04d5c8e43274f59676f13f0206ba2d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,801 @@
+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_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b21ed94dd0f5affad72b623763ad03c7bd94dc46
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d9fc22a3fd54205402aecb855a175df3778da2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5af8a48b4accef60d210b8cc9ce8a8f3b62e06f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..219ef8c84a2a2b20681dbea76443a4d55fd66c4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,54 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b08bd8952b80c7b93c0d6dc4fbbb4a6817f5d2a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56e41fe2f93c9d08c2a36c5b113d937210bfce34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af1f70c66b2ea915568e7b4b9c287ca1fe11c90f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..906b6fd1b76c7db4fee27cea36e6c0e6b0419211
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5bff4d0d3f18ed188ee51d52253e810205efd01
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be2012742319f34b5bb4fdc5926b48f2635fee3e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd0119c8bbcb4e1036c2ebedd2e2d0ce83aa74ee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8db3e4013135a96050b81e0e9afb876dc96cbbee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b727c878a7e0766cea563906cc93a93993d1164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..855c47752a76ce2439fc46c08b4e5710f183fc5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a989073a1d8419e97505bd733aa491858fb02895
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fb56efad125e769fbfd24ffc922c1ccb1f2d15c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f7af56e0b89c30ef3d758de0cbbe01baf9baeae4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3461ad7a999b39057c5e2230e9b79f19526436f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b87601744af3544c45ced936e02dd7d086093c6
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09dc46c49cccedfb98b0faddc839308074780eea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9def6b01fbf5e9848c0ee1cef4320ba74a03fa37
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fc4d51345da384025114968bc1f69162dffda5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35cceeccaf2e660e36e9ea1bccfaee76568fd4da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b91ecc25bb380219ee538def8c579b878096ae85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9e8ec2f3b2ad969aef0b76346ab1ed30b015847
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f95769e38194ee1c74ac6cba00e4994ef26d9f98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e5e7c66aae5f13b1bab21edaef4c0bd0a824f107
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4196f2cf0d28c280e4e604a4b5421b8d092dc3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6463286a07e3a1c6df57f2777ef71e9365d9e00e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
@@ -0,0 +1,269 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e8b37c0cbb5c985af0a71b6bdfbdedf71682187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee3933458b4b7849bb98cd9822663359a51ed1f0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
@@ -0,0 +1,337 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d10d0474fbb9b3fc87d81a14050cd8e18944e248
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7717ee2fdd5087577dceb1ebf1e28c4816f04100
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b28a9586ec7903415a1bade7d13eb03da5a7f512
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,307 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f6960cd22cc5d07e9bded1144f526cea020fa75
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f9c72ca0bbb68e3ec2e6085e2d0625dd567a879
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fced253f8e638ed78f6028898015788aa843eaf7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..278b645826645e5da809f6629c3d4ca4d6a0da22
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9211465241ec34b5c8b2482b4a47312e39f7b47b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..694e4b8925180e17b782f4baca76d45326784829
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9492705c36bf07d5ec2a784865b06fbed9440afa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11b5deb730245360d1f0fe8063568f5ed0683de7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..793da62f401858e4f6cb20c9d248ec680449281c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__pred.csv
@@ -0,0 +1,505 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..365a5f9f439d2f8152760c1df35e8b65bd96324a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cdc72195432fd6294c3689ce2b6a267621608ec5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19756f7eae6cebb015661c71efa77591d48555e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c671c337887ce6b9349454b331a29c0a22b92d82
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,265 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40af9525ece9d4ebb75a4b99cb8b800ac4588f66
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,212 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e71b90ce937ac2949fb15256a90ece5c445120fd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2f20eb785bf537dcd58d590b4fc43bb5250b381
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,163 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aae92e6c9695fd1704698b0bd6951e4934dd6d2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e59d675d4803b5185e3c81a9c5cf92d418cffe60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad4ab94ac95bcfa7a92f7eddd0f667044e69a289
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af407c812b2b88f4c171df01d185f386b34c63d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad58332bd05eeed7152fa1e3a8cab55a31632fff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a967216b8f78f28a4bc7c883483fe5ebca7f63fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,240 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b1fb370d2573db208caa788493175b0d8d17a6fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d2615cc09838ed9a0c43f8ee2741ba44671cb45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fce22bc551bf544e7c0739321312b5b03e71a743
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f96bdb18896e191348630b8a0ab10536958bef57
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4806111000cd7ac29d9c7efed9d2088203692f7b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57c0fd07b3093b78c7134a85d2128b525e67e70f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..23af5481809e525299f07855dc65b6e30215b0d6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852f67b11168ff3d2d412cf7c5f0ea5568125243
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,167 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8455192f18f186abad90ea52bd28e7288d8ae99f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8d994575aff627fcae880ce87fd43b5818eb4c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,314 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c28d90909c7e4b1e8e078255d201be286a68082b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c25e41d189d3cb4d9073c3fe86cfefc97ef2b67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,267 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..439e9b2e42b1fa5b5dabcf17a8fef13249aece19
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..596b7aba65639778606714bff129ad8e89d221f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ec0bb3b1eefc5692d4215ed774e5313f97b07f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..762c3c96e5c7daa4eb83ae1019945cde5758cdbf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..48ba7c5eb534b35af782724a077ea26e669711d6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,669 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddee5a39c09d1d12de6bdd8131ee2088600dcb44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,190 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e828ab44a9e7d0ece0b970e60422bc312b71033d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54861a25236708e531c0bb9c469c8e74c5e6c931
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc7ef92fff857a9d83b0c548f813c41265d77ec4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f002943268b85f4194802f0fa9258ea55b58fc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd5fba324a4bed023aa53cc903938da1b5c31158
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..266a04ab3c5e531fd59a872f25f45b4f897ec17b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..795b269d9f3e8886b7b680751e0918252e414d88
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..064e3392c21d2c374518cb6a5d73eabf29a4eab5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9235375d89cb522de38ed10b358cca26c7b46a41
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,793 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e7506279f964ff83ab126bd4fbe1581d5c494ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10c90d58244fad9b2ab8c6536299ec2398da4e52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a3afcc3487e5e29f29ea3e0b70f82d4418d5eb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5464bf9fe482053a4ef8c7956764da16fb649dd3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,193 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c09e01b396539f17942b8ab6deacb26bd6dd77d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e65b4ec4d53257137f1c51e6253b8958fdd1b53b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bcd0a63069c2f78256fd52fdec89ca9726b3e14
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98f69f3e6177fdd678b69d725ca3a1f0f73b712c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e37669d84a4193437d2f50c14983c6f4d226e03d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..624562c09a19ef5eed526a9ceb3bf2945a808015
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b230330c52889ca8c0e93afa6866314c33c38fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c9297fec2e573a9a209b33846a7c7db42588064
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,801 @@
+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_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13c026e2da106a52a6a4a7dae12bed11900f1532
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c0c4fe62b2610014361951c032ea3f9c93bdeb6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f2c2bf3d206efcc5197ab525d81bb9a853d29eb1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1ed369e3d4ea20a53a5cf0c66557d38bfaa73524
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d9fc22a3fd54205402aecb855a175df3778da2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ec5330b6367c95c1d49f87d562c52da520def98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..219ef8c84a2a2b20681dbea76443a4d55fd66c4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f6540d7bb445a1e714d6375aba834d0f96711aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56e41fe2f93c9d08c2a36c5b113d937210bfce34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d613eb4a80f534d0b9e1bd0a7f8bcc380fe9d637
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..906b6fd1b76c7db4fee27cea36e6c0e6b0419211
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b07a2a6ac7324fcc3248f6d935df578132a3526b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be2012742319f34b5bb4fdc5926b48f2635fee3e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5cdc614e5291cf9834e76aeb15919f7d4d0f6a31
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8db3e4013135a96050b81e0e9afb876dc96cbbee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e1039e5f755370c2c97d95223bfbed7ae86391c3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..855c47752a76ce2439fc46c08b4e5710f183fc5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a5cf0dde8fcc809e426d28a814b34297716c5ef7
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fb56efad125e769fbfd24ffc922c1ccb1f2d15c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..43197cb9fa92d41e8f3df6f98875b3d530be0a61
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3461ad7a999b39057c5e2230e9b79f19526436f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e6923a6c83df892d421e1243088cdea1f6fe3be4
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09dc46c49cccedfb98b0faddc839308074780eea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e42553a08020b88b562e2a9275a70957ca3edadc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fc4d51345da384025114968bc1f69162dffda5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c766dc70fc1f6df30370a064b1e9bf05e9ca33e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b91ecc25bb380219ee538def8c579b878096ae85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4569e89c6cf989843778990aaa9fc1d4b7bd9430
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f95769e38194ee1c74ac6cba00e4994ef26d9f98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,4 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,11,war_sound,43.236,-30.502,3.012,1.0,
+1,0.1007,0,11,war_sound,43.236,-30.502,3.012,1.0,
+2,0.2015,0,11,war_sound,43.236,-30.502,3.012,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00492ab40db1540e420c91b9de91cb132f86b55a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__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_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4196f2cf0d28c280e4e604a4b5421b8d092dc3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e17ae55f25ed96e0275a0fee8adcefa60fbef3f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e8b37c0cbb5c985af0a71b6bdfbdedf71682187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,65 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d803c4651a730c93d32053ab423478df15c178ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
@@ -0,0 +1,337 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d10d0474fbb9b3fc87d81a14050cd8e18944e248
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8123e46cd80c5cf3a2b77d64f759b3e8822fc01
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b28a9586ec7903415a1bade7d13eb03da5a7f512
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,307 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5267e59f9fda0e8853108a932ac082404904c325
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f9c72ca0bbb68e3ec2e6085e2d0625dd567a879
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a0481cb233f773938a3a4512deebe417feee133
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..278b645826645e5da809f6629c3d4ca4d6a0da22
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c947d86a349411b47c7d6d9ffae984f82e0971c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..694e4b8925180e17b782f4baca76d45326784829
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c1bbe5911b8468bca4062db0a256480e17a26860
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11b5deb730245360d1f0fe8063568f5ed0683de7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e20e0967f772851879c914bbc859d10eda882c34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..365a5f9f439d2f8152760c1df35e8b65bd96324a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50826cc14668c45b8f85a8ae23885a3872a26ab1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,381 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19756f7eae6cebb015661c71efa77591d48555e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3371eb9afb6e4080ffb77d74d182c1dea2d5c594
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,265 @@
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new file mode 100644
index 0000000000000000000000000000000000000000..40af9525ece9d4ebb75a4b99cb8b800ac4588f66
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce9fc7e073bd24e91004c5bfcf51ab418d105cd7
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2f20eb785bf537dcd58d590b4fc43bb5250b381
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..60ac3731183c9c7b6cc16c1067ff3a422848ac0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e59d675d4803b5185e3c81a9c5cf92d418cffe60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a3be4ae43f884817b8a001fe219ac7d1f0963f70
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af407c812b2b88f4c171df01d185f386b34c63d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38b1ec1ca2847af6418ce8839c807249cb9499c2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a967216b8f78f28a4bc7c883483fe5ebca7f63fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f0141ca3b43ff388c93b76bdc530d3b3441f137
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d2615cc09838ed9a0c43f8ee2741ba44671cb45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddd92d31989df2c16a25181d4b05d55542ba0aa8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f96bdb18896e191348630b8a0ab10536958bef57
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a29a5a46dc0db8e4556d9f80daccd4329d2f491d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57c0fd07b3093b78c7134a85d2128b525e67e70f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a073853e794337ae47050baf662eaf675d9a73e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852f67b11168ff3d2d412cf7c5f0ea5568125243
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,167 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0760df90344b73e63f9c233d745b2de4a9b7e59c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8d994575aff627fcae880ce87fd43b5818eb4c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,314 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd6fa1d0217d655051e020fce577a4b6d47b3aa0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c25e41d189d3cb4d9073c3fe86cfefc97ef2b67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,267 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..669e3cb408884749d4c5af69097f712c9cf228ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..596b7aba65639778606714bff129ad8e89d221f8
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c7d310bb5a53680d10a52e31334a36cf3dbb70d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..762c3c96e5c7daa4eb83ae1019945cde5758cdbf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b319675d631da8e3f9069441b43c7d637c388f3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,669 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddee5a39c09d1d12de6bdd8131ee2088600dcb44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,190 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e6f501da2df31564cd8551b715004e23a50845d5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54861a25236708e531c0bb9c469c8e74c5e6c931
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b32b32701e883a6a3852534794034d23fc51eb16
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f002943268b85f4194802f0fa9258ea55b58fc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..736fb8c73812a90fa3084b1501a04334a0ec2c12
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..266a04ab3c5e531fd59a872f25f45b4f897ec17b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..69d5ac6f3889478c4efa853b6986ab3a88980316
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..064e3392c21d2c374518cb6a5d73eabf29a4eab5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98a654cb74d5ebe5b2793c8d23ef0283776c1c02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,793 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e7506279f964ff83ab126bd4fbe1581d5c494ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,280 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41df3867339c44843716edf8fc46e31ba9358ecf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a3afcc3487e5e29f29ea3e0b70f82d4418d5eb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f7897701f8cc69985556a788aa7c7be73f61ad8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c09e01b396539f17942b8ab6deacb26bd6dd77d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__gt.csv
@@ -0,0 +1,294 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a3487d76f70e0b3ecd6e82152f9d7e11b42989d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bcd0a63069c2f78256fd52fdec89ca9726b3e14
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12e3a65eb449ef27272b4297cfa5446566c18076
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e37669d84a4193437d2f50c14983c6f4d226e03d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d03cc185b8696b5ccccdc4bd1ec2c8cc1707776f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b230330c52889ca8c0e93afa6866314c33c38fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,416 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42a692391e5a3e7b647cebccd2deaa978f42dfde
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13c026e2da106a52a6a4a7dae12bed11900f1532
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,282 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ca7bb0b496913b22efe8cb2f0fa5161809a7488
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..13a1cd729991bdbb87e8718f306f4823386320d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d9fc22a3fd54205402aecb855a175df3778da2e
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..822c79eec35c60dd3ae776058ec571580cf2b6b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..219ef8c84a2a2b20681dbea76443a4d55fd66c4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..49619af00f89039a7d05fc5b7a08980d5fe3c663
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56e41fe2f93c9d08c2a36c5b113d937210bfce34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4187797be4202cf617c4e935bc8d9a2c69dae85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..906b6fd1b76c7db4fee27cea36e6c0e6b0419211
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e55412d0d2f4727f198ad08f2bcdd7b1bca633c
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be2012742319f34b5bb4fdc5926b48f2635fee3e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..664bfd143ac0615bd77318777ea976221455fd8a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8db3e4013135a96050b81e0e9afb876dc96cbbee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4257cc9edb6c505fcba6340938c4e3b06174ce6f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..855c47752a76ce2439fc46c08b4e5710f183fc5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c7b0aa91b123f4077a0e71e4a80cd56f107cd864
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fb56efad125e769fbfd24ffc922c1ccb1f2d15c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5846a699e1ed3a6aadd382bcb964bd3dd672428a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09dc46c49cccedfb98b0faddc839308074780eea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f161bd6a1dbc05c83b3577436609fdbdbf5ccfd1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fc4d51345da384025114968bc1f69162dffda5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..864fe223c44f1c66a1ac6e4e5b7cc0396d1b3506
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b91ecc25bb380219ee538def8c579b878096ae85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c462cee3cb32ea2185fc73f1b65ead0c0aac0f10
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f95769e38194ee1c74ac6cba00e4994ef26d9f98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52bb1bb08b3171c48b6ee65b6ffce6ab7b867e33
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4196f2cf0d28c280e4e604a4b5421b8d092dc3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb91c59733b2aeeac855ba12173423d66b8db8e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e8b37c0cbb5c985af0a71b6bdfbdedf71682187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a813e13bbb4d223c474d1653a1f54fab0c2615f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
@@ -0,0 +1,337 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d10d0474fbb9b3fc87d81a14050cd8e18944e248
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f84abd5ec4553d0233fa0271e1f9fc3807b5088b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b28a9586ec7903415a1bade7d13eb03da5a7f512
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,307 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d54e3995bba27128502e629a8423e1d2c4599fd8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f9c72ca0bbb68e3ec2e6085e2d0625dd567a879
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a2b9818e39b91c12a565d5634393e1277fa1db8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..278b645826645e5da809f6629c3d4ca4d6a0da22
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4275e6f5c565976f93c6f91af5cb420f5fdc7b90
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..694e4b8925180e17b782f4baca76d45326784829
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f2cd4ea78a898d0fc971c327b4fa02429ce76a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11b5deb730245360d1f0fe8063568f5ed0683de7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b73cb4f2985923f8d9857e878b4bc33c9e462a2b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..365a5f9f439d2f8152760c1df35e8b65bd96324a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..20d59aac9e3a82b20e153ec6c1d09d6f30736838
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19756f7eae6cebb015661c71efa77591d48555e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e87f91a6032c3cf6943d60acdd5f88e0f149cb4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40af9525ece9d4ebb75a4b99cb8b800ac4588f66
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,212 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d773e6dbf40d2b9a352d0c43af2b3a8c1fbae876
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2f20eb785bf537dcd58d590b4fc43bb5250b381
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..011e5e82b45629ad234c870127c40d5b69042554
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e59d675d4803b5185e3c81a9c5cf92d418cffe60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e52c29dbea2db7a56ba1a185f02a03cfa256f84e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af407c812b2b88f4c171df01d185f386b34c63d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c1c6905049f6c92114039064ad0897cda981850
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a967216b8f78f28a4bc7c883483fe5ebca7f63fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,240 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18aa14dfde5aa681a4113d9df1fe2b3d0dd74f9e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d2615cc09838ed9a0c43f8ee2741ba44671cb45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..187e91e670ab2a6d0f1e195da401f5bbc3d07497
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f96bdb18896e191348630b8a0ab10536958bef57
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9b6031219e52df77b331242edf4a3599986f3522
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57c0fd07b3093b78c7134a85d2128b525e67e70f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de46e52c9ca42fc114e7dae4d71502b2378e522d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852f67b11168ff3d2d412cf7c5f0ea5568125243
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,167 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27f493883d2e92abf9d9f2a798024866ccaf80c2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8d994575aff627fcae880ce87fd43b5818eb4c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92229daa397926779d106c68b658e50502d9f4c9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c25e41d189d3cb4d9073c3fe86cfefc97ef2b67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b44e35afbb1919a0aaa0189231f4a977fa6793e5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..596b7aba65639778606714bff129ad8e89d221f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3eaf89ef5231eb4e4a54d0500c5dd1ca9a26dd24
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..762c3c96e5c7daa4eb83ae1019945cde5758cdbf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e912e7747e4949b2cc809aebdfc12721d168429d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddee5a39c09d1d12de6bdd8131ee2088600dcb44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,190 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d1ce5361f65daf01f8e298f18ac40389481eec9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54861a25236708e531c0bb9c469c8e74c5e6c931
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c71dfbe548099fd9dc81da58bd11c3eb765446cf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f002943268b85f4194802f0fa9258ea55b58fc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..817c7ccf31a4893afb56dbdca872bdffd8eef9de
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..266a04ab3c5e531fd59a872f25f45b4f897ec17b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..574f1b068214fed2967251e46f5a710c7a299e2c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..064e3392c21d2c374518cb6a5d73eabf29a4eab5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc1c60fd8c8c11779ea678dd5a7d9dcc0cb92029
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,793 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e7506279f964ff83ab126bd4fbe1581d5c494ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,280 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..785bc224df82cdf61a120147051dcbcdfb737df4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a3afcc3487e5e29f29ea3e0b70f82d4418d5eb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..545fea6550c819880c7d12c4bf9ae3361b6809e8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c09e01b396539f17942b8ab6deacb26bd6dd77d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e6f91ec6aedbaa53b64b575d7cc14e65df75eac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bcd0a63069c2f78256fd52fdec89ca9726b3e14
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d4e5a5f1ee3678391612675dac87cc862c3debaa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e37669d84a4193437d2f50c14983c6f4d226e03d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..69c89fd09fbb64cb9aa32df2e7e732dc6b3ceb60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b230330c52889ca8c0e93afa6866314c33c38fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a6f641eb51d620cc1fc3cc9b99772d6ad9046e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13c026e2da106a52a6a4a7dae12bed11900f1532
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,282 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..43e9d33c306b15cc42826fde465fe6806c82ca5b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..164b2ab630ede1f0e14f9872d039cd3db7ebbd39
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d9fc22a3fd54205402aecb855a175df3778da2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..503a01782f83aeca3105596e4bf5588420ca8e4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..219ef8c84a2a2b20681dbea76443a4d55fd66c4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fded2f98420ab2a975d6725fc1e24c63adf0046e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
@@ -0,0 +1,437 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56e41fe2f93c9d08c2a36c5b113d937210bfce34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93e9c289cc0f36038ff0d05bff4c62060d955875
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..906b6fd1b76c7db4fee27cea36e6c0e6b0419211
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a66f8c74adcf6277d70ef1cc40dcf05667646e4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,257 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be2012742319f34b5bb4fdc5926b48f2635fee3e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__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_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..82804ab5b0f55c7ffab7a80b964c87dc384ef31e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
@@ -0,0 +1,133 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8db3e4013135a96050b81e0e9afb876dc96cbbee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,85 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..07e3eeed92db35a0bada2f7d5e0879abf3a3b177
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..855c47752a76ce2439fc46c08b4e5710f183fc5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..149c23a30a8316e5c2316b5453327fb70645366f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fb56efad125e769fbfd24ffc922c1ccb1f2d15c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a235ab7b63b4dfddcb06c5d9ad8850da1dcc1ffb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
@@ -0,0 +1,425 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3461ad7a999b39057c5e2230e9b79f19526436f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba153242961c619ce75a9b76f3796c96a0644a59
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09dc46c49cccedfb98b0faddc839308074780eea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..532891767032effb348aed1b700837321589ff59
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fc4d51345da384025114968bc1f69162dffda5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..642fc630cd609acfb70727b61efd4d703e9208d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b91ecc25bb380219ee538def8c579b878096ae85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b6c1cb8b8e29c6566407b3fbaccb91c72413c7d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f95769e38194ee1c74ac6cba00e4994ef26d9f98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..03a07cd07c31407a98cbfd1fed6ffba26defc39c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4196f2cf0d28c280e4e604a4b5421b8d092dc3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2719e0bc42d57635444f4e5afb55a4a859657c41
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e8b37c0cbb5c985af0a71b6bdfbdedf71682187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8213cd7e0ecb1925f05e7870c0fdf4222881422
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d10d0474fbb9b3fc87d81a14050cd8e18944e248
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c3240e34ff654d0ad615cb6c1e80ba346db5d4e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b28a9586ec7903415a1bade7d13eb03da5a7f512
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,307 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b816843ddb7cbb253915597d98bdc70f568dc2c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000000__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f9c72ca0bbb68e3ec2e6085e2d0625dd567a879
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000011__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b4936ddc00605416e97d7f0479e1e5e309f9de3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..278b645826645e5da809f6629c3d4ca4d6a0da22
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a58f4118cde28e3833cdadbdd55d352d1ee3f995
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000022__pred.csv
@@ -0,0 +1,477 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..694e4b8925180e17b782f4baca76d45326784829
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58c9d0e55b040c904e57cc61148413fe14797509
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11b5deb730245360d1f0fe8063568f5ed0683de7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000043__gt.csv
@@ -0,0 +1,167 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b5468623544ec7629d060ffa5016d712c576cbe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..365a5f9f439d2f8152760c1df35e8b65bd96324a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..43539bd9a4cb510e996b06ae4482c4f13b32f6a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19756f7eae6cebb015661c71efa77591d48555e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000065__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e57cee398536f899373d3bebefc79a3188cb1fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000065__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40af9525ece9d4ebb75a4b99cb8b800ac4588f66
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,212 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a9c5571763f96706268e558e4cc23c67630dd6d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2f20eb785bf537dcd58d590b4fc43bb5250b381
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,163 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..285437977bf608f19aecff102247fd1af4b86225
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e59d675d4803b5185e3c81a9c5cf92d418cffe60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6875d820da77e7fd26f67d3cdd287053bb1b899b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af407c812b2b88f4c171df01d185f386b34c63d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,195 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b9f78db535d884f1a0ade7f9584b6a67ba886a2f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a967216b8f78f28a4bc7c883483fe5ebca7f63fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000119__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12389ea62de157313ea5a4141334c10356320c6b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d2615cc09838ed9a0c43f8ee2741ba44671cb45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f7877d88a69d7a65094414e742d5e7b29ec0caa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f96bdb18896e191348630b8a0ab10536958bef57
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000139__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16e1d77f9590d918502693bb111e2b23d39b00ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57c0fd07b3093b78c7134a85d2128b525e67e70f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24f2221a9a2eddc5007b304c153b20c1df9ffa60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852f67b11168ff3d2d412cf7c5f0ea5568125243
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,167 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c8a1ea70723f663c1cf4c206d755a67d376d38b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8d994575aff627fcae880ce87fd43b5818eb4c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000004__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09129c32cc4cfae1d5b85f4fa0db2b3393e7cae3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000004__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c25e41d189d3cb4d9073c3fe86cfefc97ef2b67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,267 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d717798a077004a7f72b739812235ba94941cd8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..596b7aba65639778606714bff129ad8e89d221f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a0fca1f2c05418fa08467ea55887c3838f17b51a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..762c3c96e5c7daa4eb83ae1019945cde5758cdbf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d419bd62d8cb21024d1973a2da95581133c5500
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,669 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddee5a39c09d1d12de6bdd8131ee2088600dcb44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,190 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e7b41d37dcca8ec5f2470fa4c8cc9b3323d4939e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54861a25236708e531c0bb9c469c8e74c5e6c931
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84e93caba979e061d838f8825278554f9cc71281
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f002943268b85f4194802f0fa9258ea55b58fc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000079__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ab5e995943335d66c2cfda034feb70f946cf215
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..266a04ab3c5e531fd59a872f25f45b4f897ec17b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c026966d5f3b1dd619da2227573cd6e64372d93b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..064e3392c21d2c374518cb6a5d73eabf29a4eab5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..31f5079902ff4cbc6fccf7a5645ae81a6e5c7430
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,793 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e7506279f964ff83ab126bd4fbe1581d5c494ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000112__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a32d3392b1f3c2ef29481170c86b1fe159983c03
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000112__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a3afcc3487e5e29f29ea3e0b70f82d4418d5eb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c206cc841029ce1e328c755d1078c079d5ad0c28
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,193 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c09e01b396539f17942b8ab6deacb26bd6dd77d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d3b8c60cb72a42942432eef4d959260d9e499ed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bcd0a63069c2f78256fd52fdec89ca9726b3e14
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000149__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cfd7a77a0231dc1671983766df956edd2a9d7239
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e37669d84a4193437d2f50c14983c6f4d226e03d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bdf0a62944764439b65914a230e996d5fef133c0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b230330c52889ca8c0e93afa6866314c33c38fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000177__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..754df94854fe2cc8b8bd73ed5f24d3d536c2eb8b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13c026e2da106a52a6a4a7dae12bed11900f1532
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,282 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a9f00a5d3b7cf1bf95d57328899c9dfc3e25109e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8d4ca945556169db655d9e87aafca88ac87c13fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d9fc22a3fd54205402aecb855a175df3778da2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..177cd839df44f53e600d5aca361474b7dc2b7172
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..219ef8c84a2a2b20681dbea76443a4d55fd66c4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,54 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a6da012684d82f8b1c5d8676aeacb3a807f02d9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
@@ -0,0 +1,437 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56e41fe2f93c9d08c2a36c5b113d937210bfce34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d47bbc216a3a36c9c7995644a54fbb5a85e979a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..906b6fd1b76c7db4fee27cea36e6c0e6b0419211
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..80d7b3e57192c79fad5880b74951859d6cd5e2c6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,257 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be2012742319f34b5bb4fdc5926b48f2635fee3e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__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_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..45553bd74af84fa4c9a5d8c764bb170187f46dd7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
@@ -0,0 +1,133 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8db3e4013135a96050b81e0e9afb876dc96cbbee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,85 @@
+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_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35d62c6d7f5e924832a5b540db5e734b2a9348fe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..855c47752a76ce2439fc46c08b4e5710f183fc5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad0f6c4cf484263b7754b817444f964718bfc8d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fb56efad125e769fbfd24ffc922c1ccb1f2d15c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6726fb9866516405f1f25ef4c94a7f711516b26f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3461ad7a999b39057c5e2230e9b79f19526436f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..31e1d9ee461681fd07ef333d25cef7404285dec9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09dc46c49cccedfb98b0faddc839308074780eea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..82de1317833588f15606b2a22fb96b98881e8b6c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fc4d51345da384025114968bc1f69162dffda5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..397ca0f1bae705564d550ca6c3cf6efee56361fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b91ecc25bb380219ee538def8c579b878096ae85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6301d94cf525e20fb76521cc0dc98c318714bbf3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f95769e38194ee1c74ac6cba00e4994ef26d9f98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2cea42cdd5d02ae0fc15fa8a05a2777a6c6f9106
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4196f2cf0d28c280e4e604a4b5421b8d092dc3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5e7e6347c222e481b04f172a5cb1e0ce645412f2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e8b37c0cbb5c985af0a71b6bdfbdedf71682187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ed5ab2f94843e9b479973e86a67826822786f47
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
@@ -0,0 +1,337 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d10d0474fbb9b3fc87d81a14050cd8e18944e248
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b34a68048293b77c7c858601ec0c38ac4a656839
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b28a9586ec7903415a1bade7d13eb03da5a7f512
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10372c48e80d6c103c9c7a3e0cb93ff2ec1c0382
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f9c72ca0bbb68e3ec2e6085e2d0625dd567a879
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc1b0c5be47e21c429826c2f2c008fc523ab355e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..278b645826645e5da809f6629c3d4ca4d6a0da22
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f932181ec4f6b8f947a7570a2bc597b7884740c4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000022__pred.csv
@@ -0,0 +1,477 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..694e4b8925180e17b782f4baca76d45326784829
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc66a668e83770b3dc01a32ea0ebf38feb593a79
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11b5deb730245360d1f0fe8063568f5ed0683de7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__gt.csv
@@ -0,0 +1,167 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5aab7a77ddcd4a8f632e041f7dd140fd47aad162
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__pred.csv
@@ -0,0 +1,505 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..365a5f9f439d2f8152760c1df35e8b65bd96324a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e57001db7b4483316e2252694917841227c0e39e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19756f7eae6cebb015661c71efa77591d48555e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ca27f241ad5b17173e6610119d8f7f471dcbd08
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000065__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40af9525ece9d4ebb75a4b99cb8b800ac4588f66
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,212 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..152088423523f3f80b12f9bde9d730d201f6dcf6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2f20eb785bf537dcd58d590b4fc43bb5250b381
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,163 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb64c2f38d1bbc12b6fee385088c515eae035f24
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,461 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e59d675d4803b5185e3c81a9c5cf92d418cffe60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c143aa36c67c9afd13793b38da507e4857c8e40
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af407c812b2b88f4c171df01d185f386b34c63d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,195 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..29670fa88e62dfe82e8f1fac14b34dfd157b8b89
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a967216b8f78f28a4bc7c883483fe5ebca7f63fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,240 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad776be34d0aa76d06030dc1afd12f7429a680e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d2615cc09838ed9a0c43f8ee2741ba44671cb45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000129__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e377e09dff9539c578389afe17b70e9a53acd52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f96bdb18896e191348630b8a0ab10536958bef57
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000139__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6eabbb123cfb5a9d21fa80179ba40b8823df49ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57c0fd07b3093b78c7134a85d2128b525e67e70f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cf744cd4a33ad614160fb4498212bba09abe1b8b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852f67b11168ff3d2d412cf7c5f0ea5568125243
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,167 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fbcee71711b1a93733986d00d81d94b46a9188a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8d994575aff627fcae880ce87fd43b5818eb4c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,314 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..72b16c60c6c7c9f2eb617d4b566f5584a0f4c40b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c25e41d189d3cb4d9073c3fe86cfefc97ef2b67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,267 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ffe7816a8899623b91e8ac8f0cb65dfd25f2caf7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,705 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..596b7aba65639778606714bff129ad8e89d221f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f70997ec246c66a35d8c91ec5b57789f904b2f6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..762c3c96e5c7daa4eb83ae1019945cde5758cdbf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a4dd8248e9881b065bd82c1f1eee3959e132df3e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddee5a39c09d1d12de6bdd8131ee2088600dcb44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,190 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5bc5e606f60595a0ebd34ef59e337a8d71302548
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54861a25236708e531c0bb9c469c8e74c5e6c931
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..62bfab9db5c8584fdfeb31cefad4c7a6b3de7967
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f002943268b85f4194802f0fa9258ea55b58fc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be1c16d0e681da562fa8ccadf39f13e6cb0fd2bc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..266a04ab3c5e531fd59a872f25f45b4f897ec17b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..73b999114e0c2c67135fcf87afcba3bb53ef2484
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..064e3392c21d2c374518cb6a5d73eabf29a4eab5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ca6dcf1fcaff11a10c06036271089225a365454a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,793 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e7506279f964ff83ab126bd4fbe1581d5c494ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,280 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db954569909d6af33cad5ea42b4a9dd1e8f0b5f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000112__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a3afcc3487e5e29f29ea3e0b70f82d4418d5eb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c611b2684e4e89f76f8ecdc0474e711208023c6d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,193 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c09e01b396539f17942b8ab6deacb26bd6dd77d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7261190daffc7eb84b7a3874e6d8ad55218a4b98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bcd0a63069c2f78256fd52fdec89ca9726b3e14
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000149__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d2fdec32c882705eea02dedaabda694e9c100db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e37669d84a4193437d2f50c14983c6f4d226e03d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e44dfb4d2be5b61dd2deec649872a97f9f593daa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b230330c52889ca8c0e93afa6866314c33c38fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4866966c9e9cbc41d8ccba25eda04e9ee18786e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13c026e2da106a52a6a4a7dae12bed11900f1532
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,282 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e12d10982dc892fc4bd80fc76e852a9ee63bf618
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f1d00308ae0887e9b2b5e3d334a6520a1c17bafa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7fc66bbb5635bb0cd57a941c49d626457f09d7af
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..520b82789fc592dd4d30d80bbd6d5bfa596d9d35
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56e41fe2f93c9d08c2a36c5b113d937210bfce34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.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_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ec129fc13317bc0c667e69bf642c15e0f30fa67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0862fb499fc6cfc34b9ce80f530667dc035eb553
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,257 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..62a5e1e9fb911ddbe79c711e1b52220451352e79
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__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
+0,0.0,0,50,drawer_cabinet,137.49,-5.628,3.019,0.1426,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8db3e4013135a96050b81e0e9afb876dc96cbbee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,85 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+2,0.1998,0,0,wind_instrument,40.667,-13.705,1.438,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57479bdff2c255fba31867bb084b87948eaf1cd8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e0e83aaf0a22fd776138ebea97435ac8fe3b04b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..068e8f6f53db902080a11c7e1c0fe99e3aa09bc2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3461ad7a999b39057c5e2230e9b79f19526436f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09dc46c49cccedfb98b0faddc839308074780eea
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
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new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ad986676350bd3588b7b5097b0b0dc563c2a816
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
@@ -0,0 +1,337 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d10d0474fbb9b3fc87d81a14050cd8e18944e248
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
@@ -0,0 +1,115 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f316799718911f09ca16f15e2feb3d097fc8b565
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2dc05ae158f720bd2fb37f6b35c733482e4fa825
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b62f676fa3f343bcffaffcf00308b266a6867346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..694e4b8925180e17b782f4baca76d45326784829
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c10c4350c10b5b28b3eb719823234811235b9d2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19756f7eae6cebb015661c71efa77591d48555e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000065__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2f20eb785bf537dcd58d590b4fc43bb5250b381
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000084__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a0d52b47df6a5afb94b7b9589245ec77fa25f1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,461 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af407c812b2b88f4c171df01d185f386b34c63d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000111__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d965ec81c7ffcdcc002eb155a7c4a4a80b2e007
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000111__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a967216b8f78f28a4bc7c883483fe5ebca7f63fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,240 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d2615cc09838ed9a0c43f8ee2741ba44671cb45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000129__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c133877b506b2b948a4bf96f7e7f8d20eca9b742
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57c0fd07b3093b78c7134a85d2128b525e67e70f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b476700c465137b34bbe30310ca4aae25e3f0961
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000147__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852f67b11168ff3d2d412cf7c5f0ea5568125243
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,167 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8d994575aff627fcae880ce87fd43b5818eb4c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,314 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..920293a36022599596be6e8556dd71cd118611a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000004__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c25e41d189d3cb4d9073c3fe86cfefc97ef2b67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,267 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed49d4456baf0dbf2c52b2599942f2f2325e5ce3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,705 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..596b7aba65639778606714bff129ad8e89d221f8
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9e3fe5c67569b8479971112dda1681a7bf672cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..762c3c96e5c7daa4eb83ae1019945cde5758cdbf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddee5a39c09d1d12de6bdd8131ee2088600dcb44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000055__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54861a25236708e531c0bb9c469c8e74c5e6c931
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f002943268b85f4194802f0fa9258ea55b58fc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000079__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..266a04ab3c5e531fd59a872f25f45b4f897ec17b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f6dea1c9e167b9f34f60ff4872807fae86ee88a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..064e3392c21d2c374518cb6a5d73eabf29a4eab5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e7506279f964ff83ab126bd4fbe1581d5c494ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000112__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a3afcc3487e5e29f29ea3e0b70f82d4418d5eb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000126__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..083a3aa989b90bfc3031d980ee61cd7411c2f3bc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c09e01b396539f17942b8ab6deacb26bd6dd77d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c8a10cd030062a90b69be2298fa4b9a592f9208
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39b84e96fb9d47339eab45a328499aafe405096b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87ecafd29bbea85ed2231a44d14d9a5af9cedb63
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc75fd466276902c088f14bd1a796e491a5fb34a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..145bd1d2edfcc9b4a05d53fc8f9904a85a36eb9f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d9fc22a3fd54205402aecb855a175df3778da2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..247575ca65a14b48f2127da0f4fe610df5d5f7ed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..219ef8c84a2a2b20681dbea76443a4d55fd66c4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5910569a01fd2679fdddbe69acc78f9372ac1db3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56e41fe2f93c9d08c2a36c5b113d937210bfce34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e91d45ee784e046e55ce15c3806bfa7602596f9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..906b6fd1b76c7db4fee27cea36e6c0e6b0419211
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..721e1137af03774a3b85251c0f7c379461a8898d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be2012742319f34b5bb4fdc5926b48f2635fee3e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__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
+2,0.1997,0,9,tool,134.861,-9.617,2.821,1.0,
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+5,0.4994,0,9,tool,134.861,-9.617,2.821,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..328ce7f8bc13f031bb4116506d55bede28539375
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
@@ -0,0 +1,133 @@
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+0,0.0,0,50,drawer_cabinet,139.912,-5.658,3.093,0.2148,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8db3e4013135a96050b81e0e9afb876dc96cbbee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,85 @@
+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_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c6228a78072c862e343f5f9f43cbf56cf43c8b8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
@@ -0,0 +1,445 @@
+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,48.576,-11.773,1.291,0.4531,
+1,0.0999,0,0,wind_instrument,49.805,-11.936,1.251,0.8438,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..855c47752a76ce2439fc46c08b4e5710f183fc5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d5d9e209c6a681d0451c4b72fc9f1cffaecba04f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fb56efad125e769fbfd24ffc922c1ccb1f2d15c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2af6b6c82a14c52e4eca1caf63be6f5b893032ea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
@@ -0,0 +1,425 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3461ad7a999b39057c5e2230e9b79f19526436f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c922420afcd66b8007227b53727afa54e26f483
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09dc46c49cccedfb98b0faddc839308074780eea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a553f207aae37c21105dc749247755199dbbeff9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fc4d51345da384025114968bc1f69162dffda5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..29927056e8e8a0d56f4b1a586f5b90a2599caf8d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b91ecc25bb380219ee538def8c579b878096ae85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02568ce01657c955821678cd4ef756eb4be6c3e4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f95769e38194ee1c74ac6cba00e4994ef26d9f98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5be574d6304de08cd7aa1d8dce78aac17b9c083e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4196f2cf0d28c280e4e604a4b5421b8d092dc3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c074ba278185ae3bc52d75b28f70e601f8c4572
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e8b37c0cbb5c985af0a71b6bdfbdedf71682187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4d74a694085078f9b9a461e9fb9f0f912110fa7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d10d0474fbb9b3fc87d81a14050cd8e18944e248
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
@@ -0,0 +1,115 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f3ca89f7b109dcd9085cf08c1f73c723f8412df0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b28a9586ec7903415a1bade7d13eb03da5a7f512
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,307 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57ee42f9bf492c3e5ebe814a8833e1fe7a83fced
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f9c72ca0bbb68e3ec2e6085e2d0625dd567a879
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,214 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f3439b0d654ebdf51f2b5ecbf161fc58146aa9a6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..278b645826645e5da809f6629c3d4ca4d6a0da22
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e394961cd5911951eb5130da8ec86f3c2aa931d5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..694e4b8925180e17b782f4baca76d45326784829
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a9068a8cc9cb39a8bdf8e4eda1a63b1aac9211e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11b5deb730245360d1f0fe8063568f5ed0683de7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..63368bc46016413b6be39b459848e3b0de14e8ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..365a5f9f439d2f8152760c1df35e8b65bd96324a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f69c52bddf83ebae10f6eb6ddf695d847118015
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19756f7eae6cebb015661c71efa77591d48555e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec5bcf1c6768e37818452f329e48e0e265a38874
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000065__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40af9525ece9d4ebb75a4b99cb8b800ac4588f66
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000076__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65c6947ce59ef3dda1c400e20133e02005cc5d1c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2f20eb785bf537dcd58d590b4fc43bb5250b381
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,163 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a4824fc990f3e001763a30c7ddb1e9136f4063ed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,461 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e59d675d4803b5185e3c81a9c5cf92d418cffe60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e8032cf0a85df80de94ef16f6b306629dc3db38e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af407c812b2b88f4c171df01d185f386b34c63d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000111__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bbc5c5b7693dfdc4645b1b3255b09b5547361012
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a967216b8f78f28a4bc7c883483fe5ebca7f63fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,240 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..842950423682f39a2c680ab2b3688b837c1444ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d2615cc09838ed9a0c43f8ee2741ba44671cb45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d0bd9bfbaaa3d1c63fca5d31615692c38260de9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f96bdb18896e191348630b8a0ab10536958bef57
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000139__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bfa96870a82a566ef9ec2c73ef14f2465915dd6f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57c0fd07b3093b78c7134a85d2128b525e67e70f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,220 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..300b696124ea830f61666ba19f5b0a5dd0de524c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000147__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852f67b11168ff3d2d412cf7c5f0ea5568125243
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000156__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..398e68353970691234de6381977ccc587fc6228c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8d994575aff627fcae880ce87fd43b5818eb4c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000004__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ab4d1c640b844aca01b62720dd596394b23991a7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000004__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c25e41d189d3cb4d9073c3fe86cfefc97ef2b67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cac2f8e77fc0df9110cc7c692592922af3bf762d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,705 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..596b7aba65639778606714bff129ad8e89d221f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d85d42b6f6b6c270f26424fad2f235bc1662dcfb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..762c3c96e5c7daa4eb83ae1019945cde5758cdbf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..28ba22b3ee5df71d59c2925076a6b8e637e4d004
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,669 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddee5a39c09d1d12de6bdd8131ee2088600dcb44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,190 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6801609e6519e2510f85e42d457d3dcacbb5dc9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54861a25236708e531c0bb9c469c8e74c5e6c931
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,390 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5629671330bae3d2ee8d976fbe31829bd446cd31
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000066__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f002943268b85f4194802f0fa9258ea55b58fc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,256 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b04b30975cda95dc1572e5e522cc64304a9d5ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000079__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..266a04ab3c5e531fd59a872f25f45b4f897ec17b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ce89ab83be54dfd2d85e2e25e9a9ea8984f9a7e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..064e3392c21d2c374518cb6a5d73eabf29a4eab5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a370f118cfe9d849c19ddb4e2fad46c502815720
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e7506279f964ff83ab126bd4fbe1581d5c494ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,280 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..917ec8d4ebafdd425c7c68473f8224886b9b80de
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000112__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a3afcc3487e5e29f29ea3e0b70f82d4418d5eb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c7d14628e929505ff2c4f8b6755387b44e9b50cc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c09e01b396539f17942b8ab6deacb26bd6dd77d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e7964a8d4d89408904892980f0d0faf31e381e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bcd0a63069c2f78256fd52fdec89ca9726b3e14
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,509 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..675c6b2fde23eb85b9979fef136b537ddf7b5f45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e37669d84a4193437d2f50c14983c6f4d226e03d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eb0b2e64ee7e13f562dd1943b466f253e86f5271
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b230330c52889ca8c0e93afa6866314c33c38fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,416 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c71aef9147ad9998b729749d7545ac71f45f2aca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13c026e2da106a52a6a4a7dae12bed11900f1532
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,282 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e133af3419afbf62f2a5b1f6dcd4878a41e73d2d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0014.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0014.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..46bc8c8dd975b147d129633f00713f8ce395a445
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0014.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..59e81019c8c4ae37bfdce3904474ecc0c76d82d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..70f9d09c9ef2630b3b17d7bfcc3eddbec990ba71
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..96d351bd7854e4a127f63a089ad6709b2228d49a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0002.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d8a28c61983011e1e7b522cd240972a43e613092
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a9f589ca9e05116661f2860e4ee0449c0be72999
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d92da93dd0ca15da02636d5d51c1254aa0b4b628
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..86dead6abeaecf2cf5d1b3bfdda020ae0087d8c1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e370a2ee465f7f102301126a0fffea809bc62980
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0007.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0e0d123545e9e91e80376ee7172e0215eb3ce22e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..482f3d4eaade877c3f1104a48202196e4611aea8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f94fa1bab2fba072199b3eec0016204857d41032
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..851a36a920e05c511311cae904305d5929c8f2bc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0012.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..af4dde1d2cc7dd350194d2ff0d01741bafa63c4e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0012.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0013.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6498a70744aafa9695a9445810ad5b8675cd805b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0013.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0014.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0014.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b8274c6413f9e24b542d372ecd51c4d3aa32ffd0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0014.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0015.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0015.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ea2eb90edce08d91bf14c058e136519730b1c4a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0015.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0016.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0016.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f8989c6358eb7fd98f065029304c6115a905f532
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0016.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0017.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0017.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..acc2b99c74ca35b9c66618e0101de8d0a47c4a5f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0017.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0018.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0018.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d1325681bdb44edf3d71f20c94c25e0f0215dff7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0018.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0019.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0019.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f26f7115d5113b67642e38ee9c9deb30cb8fa030
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0019.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0020.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0020.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a128bb88997197ad1376a0a4f62d3c06cfa449dd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0020.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0021.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0021.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1955dff3ed6209267bcff1d0100cb49189b4d3da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0021.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0022.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0022.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4ecab27f148ec572239ac0713ed486374cbebf3d
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0023.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0023.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..75598a5da6e8b89673960a6f1ec0c99a9bf1ebdf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/01_classwarmup/val_predictions/epoch_0023.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6859e353f656a4aabc8e4a6832b1368721fcbd7d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cdd94ae82e30e0a63aa22c139707f87cd02c5d2d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1233ba6f4958c3921586c8b159c86d39d817aa80
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7d1fc2e0c07bd5cbd722941953d516c0f0cc8002
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f91e453d83e9a6bc8871ed2d51ddb8afc9e4accf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8463aca222c90b586772e410a953f9ee2096eee4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1953b06d1a68a32f0d6fec3d39ccc114c63bc388
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..62442218892036cc4264a315f8a8deea71067b2f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b313fb5f9efaa951e96b93863cc2e8c998b5bb9b
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cadea558a188545f24086486417a520f5909c925
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..df471a7c02b284b2f7f867fdd87b4ecc43420411
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0010.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6628c4d41224fb13da73725dad3c3252c56b0480
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0012.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bde0dd27ea47611320d813c2c319ec3ea792c462
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0012.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0013.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4fc0773c126cd9fe51138175889d14381e6933be
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0013.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0014.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0014.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bca77485e9fea66d4b73750d2ba29ea6144dc43f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0014.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0015.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0015.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dfea54319f5d7eaca047bf77f3db97faa6040916
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0015.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0016.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0016.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f79fe5a2ef4bd8babfb270e6c1bb388fd25d5a32
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0016.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0017.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0017.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bd69274619cbcef95ecb091c4dc6d594640c9e8e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0017.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0018.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0018.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dd01dd25d2835d3ba37e7d55dfdefa8f6beb4ec9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0018.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0019.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0019.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..33f179561d29b891528b6cc6c25c4963e9a42df3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v6_exp/02_spatial/val_predictions/epoch_0019.jsonl
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006985__gt.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006985__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2ea6acdec2f44d34607dc9805d002d0d40a0860
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006985__gt.csv
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006986__gt.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006986__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..71466402d742c4d751bc2711c1a508beda20fa85
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006986__gt.csv
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006988__gt.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006988__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..62f481bc86021c212eed6d623bfbffe3e3e6e236
--- /dev/null
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006988__pred.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006988__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be2d91d1d4f642116ab7a0943d3da96138319981
--- /dev/null
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006989__pred.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006989__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ab06d19ad9e4dc235f39dde326a9d8723c2391e
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006989__pred.csv
@@ -0,0 +1,61 @@
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006990__gt.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006990__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5c90b204fed625101585f6e3c394d6602433d19
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006990__gt.csv
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006998__gt.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006998__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f6eeadd83529e17bed2b9197acf03f1915e0f697
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov1_real_static_006998__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004036__pred.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bdd37efcf8bffeec552eceb0c441c8545eb25640
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004036__pred.csv
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004043__pred.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ebc305fa0c014458934c2d3469b78189f745622
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004043__pred.csv
@@ -0,0 +1,181 @@
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004044__pred.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004044__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..28af708bd599e81438e53ea31631a72eb6bac300
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004044__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004045__pred.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004045__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cac0011d51f077827993cf7a525db65434f5e445
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004045__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004046__gt.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004046__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..df69954de66becfd1cfe3faa68820eb38ab64a51
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004046__gt.csv
@@ -0,0 +1,21 @@
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004046__pred.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004046__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36ef79859f239344269f04d8c1e795398f69d3cc
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004046__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004048__gt.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004048__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f46ae4cbe2a4ac1ddfce762e4512f4fe989b85b5
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov2_real_static_004048__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000845__gt.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000845__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a614fbad22f16d3c0c7260da4ca9dcfcb7fa7326
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000845__gt.csv
@@ -0,0 +1,61 @@
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000846__pred.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000846__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fac836c1aa8e72f02a9e79a827c0d0e53ec5788d
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000846__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000847__pred.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000847__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7b4bf0e7c569b2d4edf5018f8eda925adb165211
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000847__pred.csv
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000848__gt.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000848__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7cf6754c6d3a84802c93b4ddc298bb3e53c70ea0
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000848__gt.csv
@@ -0,0 +1,26 @@
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000853__pred.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000853__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd056bca5e13d38a9765d4504fc9916c4c282a2d
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000853__pred.csv
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000854__gt.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000854__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04bb7bd9dfd916a3882d1215c95f06cfcd049fcd
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000854__gt.csv
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000855__gt.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000855__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4320eff69942d8e478c4c6dc8aee179f57d0c2bf
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000855__gt.csv
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000856__pred.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000856__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..261098340c42e01f9b73fbc19e6a269cdfdb8dc6
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000856__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000858__pred.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000858__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d2898b511f831482e7e30511b09a6f3707e637f9
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000858__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000860__gt.csv b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000860__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bdbe93ae6c2814954bded6362c00dd8d85603dd5
--- /dev/null
+++ b/checkpoints/v9_10hz_eval_dump/v9_real_balanced_10hz/valid__ov3_real_static_000860__gt.csv
@@ -0,0 +1,29 @@
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