diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d7236e6ac013a520b41888d11126477fee1a5b46
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fea8aa1f2c6e874b664309fb80b6f8791a89adf5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ee4b8ce657d14b42d9356f2e3fa43ee893f82e5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7cf3e445385a93a5929031b754b86acbc661063f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd88d76a14348c35fcce8c67acbb6e7ca3fa2e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e03990b7528b82ef54a8d1661c0944225a478da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
@@ -0,0 +1,51 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12c699a2723d674e3fe0ab0c1eb2274323e98214
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83dc5663e5836a8a56bf32114698834d22d64918
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e180f0136a96e6f6c573ee2b28ee5846bf0bfda
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58b84935bb678d4b96fa384ad5f77e8c737ebe15
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
@@ -0,0 +1,3 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,9,tool,134.861,-9.617,2.821,1.0,
+1,0.412,0,9,tool,134.861,-9.617,2.821,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a32a61bc9ca8619e5d65f96420673f8a9fd1224
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6662dd094cfd37f38a8ea5baf9085692f1691d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,23 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..017a60b292f943dd6ae3723bfcf5ac608779dbbb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16476423b69580aef31fa56da23037fa9d038db0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6bec1fa1f7bf2235c1bde8aa1cd818891eec1de8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..882d0b6e70617cb1e5411ae541ba63ea5da2737a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..379b7031e7538b55654dff7ada4d7251ce1fbe7d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ba9188ce893098865c585e20be19c70f4a6372d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65ab5894500392f6dd879ccee1575f4298c07a82
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ab2f1831fa297b938932ca5c4d238ee4bed1f78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c87425bb0d1f116b481143cf765b7c6598402e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b95bfede9074bfd6a75c1e07c95d614be2c73605
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74a15617190920f2d11c1367bf01e8102cc6e553
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb5b40f182dc8afcbe015995a4f8ccfd97842e62
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc93315f97b8d4de5564c4efc7a912b247a27e6c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..771de14cc72fe998d5febe8bab82392ba8eb5963
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c92cf333b2be2bed4a390a645e72ba7a9d90f6d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ac7230de403aeb2ccec596dbeb99e8456faaecb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bd4a3e8794c924254bcffeb3fa1a6891ea60f25a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88ddb8526b621e093343408cd2e7c24400514a21
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,18 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9b53020b1c998ee811f360a3aaf7429719e21c11
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
@@ -0,0 +1,85 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4c137f5f310229577c53d1eb0c37fc742c2a8cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
@@ -0,0 +1,31 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8789f01b0e6e3184162a927d09088cb08e960fc2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a82ff0247361c1bf2e14645f2dc89bb4ab80187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..717ded3e4a5c55d97eccbd1c088cf4318c9fe4f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..feae829f73effb6d53a3800e1f690a3e06b30ac3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2549d8d9a4b4d0ea8516817b4d857180da2d2301
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be087e9bfe9818550faf9bdb834efe57ae32040c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3596c00cee2fdd14999f7c22f80cb7e3a8556fd4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d35008d1a3202025eab6ac212af2465193efdf1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..411b2837de06eeaf0f83a35686676c66a87a0cfc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92a5ffef7ff10d69c0af9eae3348f2abecd7a6db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59377d65a5139a0b3c81886e0d55b325532d57e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__pred.csv
@@ -0,0 +1,125 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0c5c36767c8081db82ba4a35f6d18be6d034ac0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..76e4e8c9666b3d0cdb729ba032b4a088586353ff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f80205acf1acc09baaaf7754127013c6c798fc9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..569cfb39794acd3f5ff12a1cb2a5dfca1cc66982
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..425023137808a44b8fb7263ebab1538bf3aeb19a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2fc0fb47f9c14fd730e71e8b3a96706f5db7a638
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95a387f87e51027d8982084c66b612feee860030
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fe9fce5f704d1ad5317a1b54b0cabafaf97bd50
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7af6fcfa1dc107229a09d1f3a30508d62a69b4d2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a021d5bc6ee9ed0c803f4e5852f6ec7dc0a5d5aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e517cf92a2162078e9ee69b2a9bb83b706480785
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
+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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ff23a4bf60c02842954d1e9a6e2ad3552296d6a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c984de836e5645ac4dbbb3875fe510a1a0d08053
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1639d208e18684c6fc6828d2725b1d32ea9c82cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00105a5b432912a0187c296fb4424acf5287e6e9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a11dbc7a4db9df1e11f5e2d50629722ed5cda0e5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fede51d9bda82de39dbc5ece58e4b0b1644df55e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..681790f0f67642444a56032b50db61738e4e08d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da8afcf840e8b9a3c159a7225bd6799e9b6b0b9b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0cc3f9a697158ada14939b4d81fa98805c94d17d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bceb51b40df03d51b4fdba82fb9b8dba9f0d5c7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2d8e8bcd1702173d88064aba8dad4afb23803bc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77a8c28becc6acd351d0d4974e7c70a4f13f5e81
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58ca0fa8853aca3c758f1f5b5d4c749b4e345452
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08091e3870085e4144c6f1235b0469f8402716f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f257c10fc3feaadcae164a9f19b5c42688b7f5f1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,177 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ab4889d8ca702365351ed6db1621369a62bb2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..625ca94dacccc4d3b3306c9688366bd12a2ad01f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c35dd7e3befdbcde4229c622a6f2182be445d913
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00894679e323c5150803a7d89bf450b485c508f9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38ca9a1d6b8753a51e9a7d11c1572a1b15bd8a34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..087307b5c032bfd2fcd8f6b1f19fcfea43bb684b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1dcbd9ad44e558a840c9df303a857e712bd8e15d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c1b6eac3b0ffbe79f22e06517b1e2f206495478a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b265239a808609ec1b4d84c06ca504fec11e8a05
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b0f6fcd1e1be0fefd2220cc4fe27f81f8304d38
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0434c9c6796abdeb833310c9cf4b7ebf671351ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3862624f0b5536802fd6653a06248156edd80309
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd8528835da4820f3e7952814baeb48ada31ea98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99d27c0ab88d6cf2c5cf6e562e9bceb056fd948d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b3df9971d3290d4709d3f5430e7356d5145cc76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c51f952a8f412b66df8fd4cfe3a218199abfca57
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bfbaaafc11bfcea97af499dd17bda574c9be803
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,6,human_vocalization,41.367,0.362,3.632,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..544156b3ee407939fbb42669fc1a930e1f1248c2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,49 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33ffc3113cb1a48a809e986d6d41ddd4827b9cad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eb46b7f63ff6a117aeb9336d6cbe86f7005f9c9e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b92937c9a3a9560bd700c9171695dd1ccbb498b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6cdc67794a671438c5d02fd77cb57c1cb14c0b5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..502b657a83f0c1f220af6f2cfc135457a58c3813
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93e1eadaba9e618c21fc71340c821c4af70e9a8c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9bce788651913a86a656411137b910ab900f8a9d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b41821ddc58cf195232e4722e216551e451fadf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5602b6de2813e164d9799c5baf2dc8b672179fad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db370efdd12168427fdd8659dec50897ab7c37ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6a794411a806fd4959272099032eb5ca0ed3df5b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1aed4385e978a619cd4bff4ec8eccc1693c466d8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33854c8a3614806db10b89d21a27ffbf557a3e42
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
@@ -0,0 +1,41 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,3,body_sound,-154.204,-62.602,1.663,0.9922,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f80205acf1acc09baaaf7754127013c6c798fc9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a979e0345b40e23c83e46c6c5b46b3f615c074ce
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7636ae58aa0dde920b080bbe783d08f239400514
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ab4889d8ca702365351ed6db1621369a62bb2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38ca9a1d6b8753a51e9a7d11c1572a1b15bd8a34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1dcbd9ad44e558a840c9df303a857e712bd8e15d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d3c8a518a1bde084966ab7216241ef6832be2eea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..76cdc197b31d146ef530f9b26787940ba447db98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7cf3e445385a93a5929031b754b86acbc661063f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4cdbbcf0972529df21a5f86538bfa7ccde8f76c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e03990b7528b82ef54a8d1661c0944225a478da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7846045b8075c166af667ed254e06efa3ed3b371
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83dc5663e5836a8a56bf32114698834d22d64918
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a5bc49c3d64a053b1f7c6dd8c14b65bbec15583a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..628013e35c0dc931ed6c4e81d75214fc8fcaefd8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6662dd094cfd37f38a8ea5baf9085692f1691d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,23 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..640536b156ad7be972348f69f788ddb24b71ebb3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b3fe1fb521c1fee6360d644130a829918788642a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..882d0b6e70617cb1e5411ae541ba63ea5da2737a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
@@ -0,0 +1,20 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7ece292b2282bb43e84b8fb5781c8c0df44ea8bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ba9188ce893098865c585e20be19c70f4a6372d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..981874829f72c53bee447eca235fd557f3dc76a2
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ab2f1831fa297b938932ca5c4d238ee4bed1f78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa54f296d5f05c5a3f72f8f16cfd3e3efd65e7f1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b95bfede9074bfd6a75c1e07c95d614be2c73605
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..456bd44723077c6c3d8255901eb112dce8b13aed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c55952c243ba48be26fa46778fc48a73f7394dc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..771de14cc72fe998d5febe8bab82392ba8eb5963
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c17e02c2e7ce82e54dda8ab2badb21e1b9a2514c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ac7230de403aeb2ccec596dbeb99e8456faaecb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f6f418647bc5be66e121e7668aaf435dac42d156
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4c137f5f310229577c53d1eb0c37fc742c2a8cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98043a63c77bdc546c7599aa23ed92f7fe1fb841
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a82ff0247361c1bf2e14645f2dc89bb4ab80187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a900d9bc2718d3f081a3f48ac381d86a37d7d09
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bacfc6fa847cf866b9c9180716105a7b9c7b5736
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be087e9bfe9818550faf9bdb834efe57ae32040c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f3c89f55bb3e17f08db2b96b4712f452dcdfb6b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d35008d1a3202025eab6ac212af2465193efdf1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c8fe4aff13edf8fb1b0ead865d5de199dd07bee8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92a5ffef7ff10d69c0af9eae3348f2abecd7a6db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..319121f8f85e563ebf0ec46e518568f552fdddb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0c5c36767c8081db82ba4a35f6d18be6d034ac0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c63b621ba2abcf91afd86ee471aab0a87f13c89f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f80205acf1acc09baaaf7754127013c6c798fc9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95a387f87e51027d8982084c66b612feee860030
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1db35333921ad1da79f6cc23ef80d0377e9c2b6b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e578dbead7a4ad5d9a14c8d248102d474785067
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e517cf92a2162078e9ee69b2a9bb83b706480785
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..773c852ac940154356ff4017f5093a1bf6035a76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c984de836e5645ac4dbbb3875fe510a1a0d08053
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,55,aircraft,59.982,-21.599,3.535,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00105a5b432912a0187c296fb4424acf5287e6e9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..64658017778236f6799172cbac3c37f5dd540231
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fede51d9bda82de39dbc5ece58e4b0b1644df55e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cf6a30ca55838359363480e72a8ea46bf67d0b33
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da8afcf840e8b9a3c159a7225bd6799e9b6b0b9b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..612f5c662750169a7594f79c08caa1f2b34a1677
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bceb51b40df03d51b4fdba82fb9b8dba9f0d5c7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..37affaeb47f714a7986de58564b06351e6b8f974
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77a8c28becc6acd351d0d4974e7c70a4f13f5e81
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8af2445beb644adf4ae12398a5baf6c94dc7b4a1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08091e3870085e4144c6f1235b0469f8402716f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e31f6082a28898a71e681bc06ddd73c50f6ea0e4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,177 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ab4889d8ca702365351ed6db1621369a62bb2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4784173e1d36ce34966071ed6e82fdbe8a96b5c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c35dd7e3befdbcde4229c622a6f2182be445d913
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d11ba001698985cec2ca5fc750792dc4f230b225
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,169 @@
+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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38ca9a1d6b8753a51e9a7d11c1572a1b15bd8a34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bf1c73aca3db08962bbd6dc5a3797dc0169f38d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1dcbd9ad44e558a840c9df303a857e712bd8e15d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..103ac06b6415db33dce8e81c7d151acedf51cb54
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b265239a808609ec1b4d84c06ca504fec11e8a05
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0434c9c6796abdeb833310c9cf4b7ebf671351ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4db86bcb4016d54b24f32eb66568c35a5dc30922
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd8528835da4820f3e7952814baeb48ada31ea98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..759b7d2c52f99d50aa44b22f906b0f54824b11b8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b3df9971d3290d4709d3f5430e7356d5145cc76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bfbaaafc11bfcea97af499dd17bda574c9be803
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a16c79ead97c6ed5c916be50a9e25d42ed555bb1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,49 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33ffc3113cb1a48a809e986d6d41ddd4827b9cad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef14a90b91d38678fa3a3348544b8a81f0c0532f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b92937c9a3a9560bd700c9171695dd1ccbb498b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b25110b966913aa6b433661ebbd58e389b189f3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9bce788651913a86a656411137b910ab900f8a9d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..26a8d955e3bc0c3ba87dfc02a3fc14e8d5725405
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5602b6de2813e164d9799c5baf2dc8b672179fad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b658ad53a7b8dc283be1bc638b183027d75531b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..583a9c8773bf67b90c3d83f82c5105bd6f54ecc1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fea8aa1f2c6e874b664309fb80b6f8791a89adf5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1668e1160f2d4f1d88caf82192242d8c09af8723
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7cf3e445385a93a5929031b754b86acbc661063f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d301802ad6dfdaa8b729682f06f69dee4fe8c8fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e03990b7528b82ef54a8d1661c0944225a478da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d584dc3c8b4c73ba4f7146632199212306f93cf0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83dc5663e5836a8a56bf32114698834d22d64918
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4de9bb4c5ed54d13afc0735c4decda093f876843
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58b84935bb678d4b96fa384ad5f77e8c737ebe15
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
@@ -0,0 +1,3 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..64f1131bf2c8363426b73d307bbf59db3dcf8a4f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6662dd094cfd37f38a8ea5baf9085692f1691d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,23 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52d882675e5409a354073bd68299130fa4a9d1fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16476423b69580aef31fa56da23037fa9d038db0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
@@ -0,0 +1,2 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,1,string_instrument,-41.991,6.244,1.138,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9be65bdc84a77b00b73c7b6dcdf0439d06167996
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..882d0b6e70617cb1e5411ae541ba63ea5da2737a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
@@ -0,0 +1,20 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58f477d061c5d715ce3af542959850efaa957d91
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
@@ -0,0 +1,105 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ba9188ce893098865c585e20be19c70f4a6372d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d67e78888fcba5911f62e31aebb022e02be04e74
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ab2f1831fa297b938932ca5c4d238ee4bed1f78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b854d3f4c70e9fdd93438b841bac3fafed41401
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b95bfede9074bfd6a75c1e07c95d614be2c73605
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9612cbc7c6d3ad3e278f0f030e2073789f602314
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb5b40f182dc8afcbe015995a4f8ccfd97842e62
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d5682fe13f6a7e32367897034432ca699511338f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..771de14cc72fe998d5febe8bab82392ba8eb5963
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b38643a4ab4d72996096218b27472f2065b5b31e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ac7230de403aeb2ccec596dbeb99e8456faaecb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b10239c832a31bf68298c1a186d414c47356480
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88ddb8526b621e093343408cd2e7c24400514a21
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f49ed3da4f88c198d8360ef049871e7fc945a36c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4c137f5f310229577c53d1eb0c37fc742c2a8cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..53863a285a351f19f6b711de73ce035f86f30943
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a82ff0247361c1bf2e14645f2dc89bb4ab80187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e645c72cd762a4257edba5c559eb3b52ff13bba1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..feae829f73effb6d53a3800e1f690a3e06b30ac3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57c71d0a56d23196eef26115b0a185ec4ac2d379
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be087e9bfe9818550faf9bdb834efe57ae32040c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b430b099570c127988495233b3a5b8c5b6b11236
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d35008d1a3202025eab6ac212af2465193efdf1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f6dc7cb56e93c87cea8d8067101d696e196909db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92a5ffef7ff10d69c0af9eae3348f2abecd7a6db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aaad0f5fba4eafb998f8e01cf86e4a7c536665f4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0c5c36767c8081db82ba4a35f6d18be6d034ac0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..85353833e20e61d10c09bf869e791739579043f6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f80205acf1acc09baaaf7754127013c6c798fc9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7c3f79854277e1f8608f34eb8cd28ef900f9d983
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..425023137808a44b8fb7263ebab1538bf3aeb19a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d1245b82a5969b2d3c6a11abda6ee7e4826ea2a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95a387f87e51027d8982084c66b612feee860030
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad35f512eaac16f797ee15ffe430be43069a3d77
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7af6fcfa1dc107229a09d1f3a30508d62a69b4d2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c9a579fa98da61918ee87b2bab4e0ebc7c54bad3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e517cf92a2162078e9ee69b2a9bb83b706480785
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90a24d4e57216f87f1e9239fc3d5816e8f6cec18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c984de836e5645ac4dbbb3875fe510a1a0d08053
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a093892293c005061f956e2395a4ee5a483222e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00105a5b432912a0187c296fb4424acf5287e6e9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6bb558d86761865226999225e92b375cfe652bdb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fede51d9bda82de39dbc5ece58e4b0b1644df55e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ff351d06d429d716a6863a2dea81584927413b2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da8afcf840e8b9a3c159a7225bd6799e9b6b0b9b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d42b4cae9714820d0d82a0b92478e7a781e871af
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bceb51b40df03d51b4fdba82fb9b8dba9f0d5c7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d86e89ed1108d3ddbb1dfccb53379a79b0e847b2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77a8c28becc6acd351d0d4974e7c70a4f13f5e81
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dd691b5bc8859b6bc048b092c00a0d87632e05f0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08091e3870085e4144c6f1235b0469f8402716f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d6cddfad1f5b55890c40007f5af37bc91f714cc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,177 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ab4889d8ca702365351ed6db1621369a62bb2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fbd36925ba55f62a780b9ec6117a7494522943d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c35dd7e3befdbcde4229c622a6f2182be445d913
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..223ed637eab732e580f5c93649cd6679d9ab1e14
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38ca9a1d6b8753a51e9a7d11c1572a1b15bd8a34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..578884565a82f3b8f4e41878c9caec4941c88bed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1dcbd9ad44e558a840c9df303a857e712bd8e15d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a5b93d1347c779b65e756d069a1372af29042f0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b265239a808609ec1b4d84c06ca504fec11e8a05
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddaf7a411792f255cdc4315a50e87955a0280627
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0434c9c6796abdeb833310c9cf4b7ebf671351ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a1b580bc2e13d94162ab566925ca781ae833e798
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd8528835da4820f3e7952814baeb48ada31ea98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db1cd3ca967e65b61bd6198961904bc69541c8a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b3df9971d3290d4709d3f5430e7356d5145cc76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a6a9d6d40c469ad2c147ca28cbecd79706e26447
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bfbaaafc11bfcea97af499dd17bda574c9be803
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4742006d297550faed8e77b60c01e38f801f0199
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33ffc3113cb1a48a809e986d6d41ddd4827b9cad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a5b81af05b76d23a1eccde7d90fe7e5ce161ca4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b92937c9a3a9560bd700c9171695dd1ccbb498b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36d40592c8379ac4f2078564f45f3571bf7fdaaf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..502b657a83f0c1f220af6f2cfc135457a58c3813
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a92b86a1b34d1cb95633bfd0a8da84ae4b823b8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9bce788651913a86a656411137b910ab900f8a9d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3046c9215c450be71678f1a60acc917a8e224f32
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5602b6de2813e164d9799c5baf2dc8b672179fad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7c31f29972fcc933e254a42ffccf59206b4994c9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..402d8a9c019765ba108bea2a21bda41d84a48286
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2c6f0c868e4883784284139c7a32b7b81ca16be7
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fea8aa1f2c6e874b664309fb80b6f8791a89adf5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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new file mode 100644
index 0000000000000000000000000000000000000000..86d6b2ca1bbe1ec815eeb87c7630037bae2fac5a
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7cf3e445385a93a5929031b754b86acbc661063f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..957d31fe447c282c219afc2b949934948d7061aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e03990b7528b82ef54a8d1661c0944225a478da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da74ee9b5d00ade09203f0c73897b01750b666c7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83dc5663e5836a8a56bf32114698834d22d64918
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61a0d9cdac6ddfbd275f7cdb1f75ee90081d0e85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58b84935bb678d4b96fa384ad5f77e8c737ebe15
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
@@ -0,0 +1,3 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e471b45a8eae826cabff712ccb1895f9a8a57dc5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6662dd094cfd37f38a8ea5baf9085692f1691d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,23 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2031d96df99f912f98eacf76a3ff7c247c66e68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16476423b69580aef31fa56da23037fa9d038db0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1022bca28e67e5943abb65c65e69706c94eee19d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..882d0b6e70617cb1e5411ae541ba63ea5da2737a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59f17529aa747529ef93fe6042ac1a75d85a17ff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ba9188ce893098865c585e20be19c70f4a6372d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e3ae02cd902f7e10e34e2520fda939e45d0aa3d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ab2f1831fa297b938932ca5c4d238ee4bed1f78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bca5c358133d3c5182be77705224cf97873588fd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b95bfede9074bfd6a75c1e07c95d614be2c73605
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e16f51975064b4aa3946a7768f0587a7111e5b10
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb5b40f182dc8afcbe015995a4f8ccfd97842e62
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f2f5ff655391589da9c694b97b34592352576729
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..771de14cc72fe998d5febe8bab82392ba8eb5963
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1e15b3616494529378ca64f089e234176a865fe0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ac7230de403aeb2ccec596dbeb99e8456faaecb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b744a70edabd0c138a9737e07058d61384e1771
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88ddb8526b621e093343408cd2e7c24400514a21
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,18 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ace0ec86838d7f7726a6345dab092aab62a8f94
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
@@ -0,0 +1,85 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4c137f5f310229577c53d1eb0c37fc742c2a8cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
@@ -0,0 +1,31 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..566c1aa3e3ed955b9f95aabcd4ecf5be6aa92998
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a82ff0247361c1bf2e14645f2dc89bb4ab80187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b94660b6999fa3d7b4a36f77436e7b0a189fee28
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..feae829f73effb6d53a3800e1f690a3e06b30ac3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..97cd491c1a2f4677429031a2fc9456f2369ef7ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be087e9bfe9818550faf9bdb834efe57ae32040c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eaddccf62d558914471fa5179c9b5d6723e69fe3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d35008d1a3202025eab6ac212af2465193efdf1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7b3fe3babaa679745f9653f68cb8391f3f7b0242
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92a5ffef7ff10d69c0af9eae3348f2abecd7a6db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__gt.csv
@@ -0,0 +1,44 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b4efb455c31d78072b8f8598ea7dbf5ebcf3dfc5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0c5c36767c8081db82ba4a35f6d18be6d034ac0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e0459d675938e862eec86ba12b28ee93fa4d2f1d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f80205acf1acc09baaaf7754127013c6c798fc9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad7919d6a7ec0d1701fdc44a589fd9920b681e17
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..425023137808a44b8fb7263ebab1538bf3aeb19a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52ce8df9b4c29d4a9924fc64224f1dcbd9eecf59
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95a387f87e51027d8982084c66b612feee860030
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f410c9f6c0d247b0610282d0ccc608bef187a07b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7af6fcfa1dc107229a09d1f3a30508d62a69b4d2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..97ba6cddb16efcdbf4a183b0caa4f7c5252f2eb6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e517cf92a2162078e9ee69b2a9bb83b706480785
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2742af275d1d653eda9e2c3ae1ff98efb94f93fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c984de836e5645ac4dbbb3875fe510a1a0d08053
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f72b7913d22096b0b41ff923f5f2e7be760c86c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00105a5b432912a0187c296fb4424acf5287e6e9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0163e61eceb4e5034550bfb8334dea6c7c604d49
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fede51d9bda82de39dbc5ece58e4b0b1644df55e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..432a7915c87b284f66ffaa3475f7fceab611b06c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da8afcf840e8b9a3c159a7225bd6799e9b6b0b9b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6136de033c507b99f0da6924cd8bdadf69d41d01
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bceb51b40df03d51b4fdba82fb9b8dba9f0d5c7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..101ba613e86070541ba5f4b60ffd3bc5f3ae6d14
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77a8c28becc6acd351d0d4974e7c70a4f13f5e81
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9b73853fa126ee7fc19689a7c23346c1f765989a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08091e3870085e4144c6f1235b0469f8402716f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8325b1ac4c03e71711e7013b4511eeed6c726f29
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,177 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ab4889d8ca702365351ed6db1621369a62bb2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9aeac7538637d7ad93685220ba20e918e8976c85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c35dd7e3befdbcde4229c622a6f2182be445d913
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f3710e1dc6338f974caab54dd27ef9e0d40eec53
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38ca9a1d6b8753a51e9a7d11c1572a1b15bd8a34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cf812d1e7b4377b508e05e320b46b4e6cb1a25b3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1dcbd9ad44e558a840c9df303a857e712bd8e15d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a6438f577dadc54efb8e6eb27990f2d57cef1c8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b265239a808609ec1b4d84c06ca504fec11e8a05
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7090f0655d50546202aed528db7530b9d0c12f75
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0434c9c6796abdeb833310c9cf4b7ebf671351ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af3f9231c70b08bfc26b2efe3384751cddc3ae4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd8528835da4820f3e7952814baeb48ada31ea98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19bfb7336f6a25b212de9ac45b3599c743e74d76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b3df9971d3290d4709d3f5430e7356d5145cc76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5bd6067c354828a80384bae7c6c6b3b26674de7f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bfbaaafc11bfcea97af499dd17bda574c9be803
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
+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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..72b4a81648c62c60f0311badb20ecd107d6964fd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33ffc3113cb1a48a809e986d6d41ddd4827b9cad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bfa7e984810431911053a07c6f90b4c494fa599
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b92937c9a3a9560bd700c9171695dd1ccbb498b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f479dfa468de957546d77c5bb74acad2d7ebd525
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..502b657a83f0c1f220af6f2cfc135457a58c3813
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d602f529a6d4dc4ab2dbaa2a6d03e7d81e4f4d0f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9bce788651913a86a656411137b910ab900f8a9d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f1243d595557a548a0caca323170f99ea4e7ae2d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5602b6de2813e164d9799c5baf2dc8b672179fad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3a97a466b7763e5539fda4d38ec4c1aba7090a6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1d070716ab0f87c261de26ed0ae21eb971cf2e63
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4ffd8901406099ed46f6a65f8554d6a1548fe71c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0ab92c269e467733602aa6b434f40d054ab3d7ee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2f5183ac70cb525707365ee1ab6014281be149d8
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fea8aa1f2c6e874b664309fb80b6f8791a89adf5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
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index 0000000000000000000000000000000000000000..7cf3e445385a93a5929031b754b86acbc661063f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d11b81acf11490cac118e28d005532595308e63
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e03990b7528b82ef54a8d1661c0944225a478da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a685ffd081c76a5f217dd47e844f925707a80bd2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83dc5663e5836a8a56bf32114698834d22d64918
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39d8cacd35a3ad0f5eff3fdbec4397335c4c163a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58b84935bb678d4b96fa384ad5f77e8c737ebe15
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
@@ -0,0 +1,3 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b0f9ddc59f9d04a043b793f30c2c06dac525081
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6662dd094cfd37f38a8ea5baf9085692f1691d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5644f9efb065b6d5bce826c0536054a9b15d502e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16476423b69580aef31fa56da23037fa9d038db0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..86b188b6d2081966bb2cb15d18c936a2022e5b1e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..882d0b6e70617cb1e5411ae541ba63ea5da2737a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b8fe15d1353989a82de81fd6cfd9484e12ecb79
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ba9188ce893098865c585e20be19c70f4a6372d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4192b5c4743382bd103478c55081cc596b205b00
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ab2f1831fa297b938932ca5c4d238ee4bed1f78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,11,war_sound,19.612,-35.907,1.459,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..49fff0e206d0240ca09c2329a6e7797d873c8f34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b95bfede9074bfd6a75c1e07c95d614be2c73605
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9136eb751530efde6beefb9e698ac3f95d059b89
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
@@ -0,0 +1,37 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb5b40f182dc8afcbe015995a4f8ccfd97842e62
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..157fd71bb92050f0be74df80c88ad8fdeb7de8ae
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..771de14cc72fe998d5febe8bab82392ba8eb5963
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a02d8ebf82fadb9e504eb97686b0157a784a43d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ac7230de403aeb2ccec596dbeb99e8456faaecb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27dab8de0f19cdd4d8aea205b447fc4334f2a3dd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88ddb8526b621e093343408cd2e7c24400514a21
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..91a95bf3df6819a8bd68a09d4b9e3359fccca816
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4c137f5f310229577c53d1eb0c37fc742c2a8cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92dc2235d139bb361ee746930bd66fb6ea112cd3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a82ff0247361c1bf2e14645f2dc89bb4ab80187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa31e8c4ebcfb69489eb610b53aec815a0428467
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..feae829f73effb6d53a3800e1f690a3e06b30ac3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4516d2d1a79f93ad382230d09bc3d634d557e7cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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+49,19.6,0,23,telephone_alarm,-64.021,-8.343,4.295,1.0,
+0,0.0,1,18,dog,-69.279,-4.749,1.97,0.0,
+1,0.4,1,18,dog,-70.679,-5.26,1.877,0.0001,
+2,0.8,1,18,dog,-71.617,-6.233,1.798,0.0001,
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+22,8.8,1,32,female_speech,-67.089,-7.322,1.26,0.0086,
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+26,10.4,1,32,female_speech,-64.343,-7.643,1.251,0.015,
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+29,11.6,1,32,female_speech,-64.486,-7.161,1.24,0.0136,
+30,12.0,1,32,female_speech,-63.958,-7.165,1.234,0.0125,
+31,12.4,1,18,dog,-64.633,-7.141,1.243,0.0114,
+32,12.8,1,18,dog,-64.759,-7.254,1.262,0.01,
+33,13.2,1,18,dog,-64.902,-7.01,1.251,0.0081,
+34,13.6,1,18,dog,-64.783,-7.491,1.265,0.0061,
+35,14.0,1,18,dog,-65.204,-7.186,1.243,0.0045,
+36,14.4,1,18,dog,-65.493,-6.905,1.223,0.0032,
+37,14.8,1,18,dog,-66.038,-6.676,1.232,0.0022,
+38,15.2,1,18,dog,-65.364,-6.4,1.268,0.0015,
+39,15.6,1,18,dog,-66.038,-6.305,1.282,0.001,
+40,16.0,1,18,dog,-66.637,-5.75,1.285,0.0007,
+41,16.4,1,18,dog,-67.467,-4.914,1.282,0.0005,
+42,16.8,1,18,dog,-67.981,-4.337,1.31,0.0004,
+43,17.2,1,18,dog,-68.728,-4.373,1.313,0.0003,
+44,17.6,1,18,dog,-69.692,-3.829,1.33,0.0003,
+45,18.0,1,62,frog,-69.291,-3.454,1.33,0.0003,
+46,18.4,1,62,frog,-71.16,-2.529,1.336,0.0003,
+47,18.8,1,62,frog,-71.789,-1.899,1.348,0.0004,
+48,19.2,1,62,frog,-72.085,-1.637,1.359,0.0005,
+49,19.6,1,62,frog,-71.866,-0.81,1.342,0.0005,
+0,0.0,2,13,breathing,-53.13,-4.632,2.724,0.0,
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+4,1.6,2,13,breathing,-54.418,-5.148,2.695,0.0001,
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+8,3.2,2,13,breathing,-52.628,-6.072,2.622,0.0003,
+9,3.6,2,13,breathing,-52.561,-6.152,2.593,0.0006,
+10,4.0,2,13,breathing,-52.57,-6.145,2.564,0.0008,
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+12,4.8,2,13,breathing,-52.861,-6.23,2.493,0.002,
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+18,7.2,2,13,breathing,-51.722,-6.55,2.45,0.0356,
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+23,9.2,2,13,breathing,-50.194,-6.601,2.435,0.1689,
+24,9.6,2,13,breathing,-49.338,-6.485,2.421,0.1826,
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+7,2.8,3,32,female_speech,-46.931,-4.314,3.213,0.001,
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+38,15.2,3,32,female_speech,-38.376,-6.175,3.424,0.0006,
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+44,17.6,3,32,female_speech,-37.42,-5.934,3.288,0.0001,
+45,18.0,3,32,female_speech,-36.808,-5.982,3.288,0.0001,
+46,18.4,3,32,female_speech,-36.934,-5.904,3.258,0.0001,
+47,18.8,3,32,female_speech,-37.064,-5.776,3.273,0.0001,
+48,19.2,3,32,female_speech,-37.067,-5.614,3.258,0.0001,
+49,19.6,3,32,female_speech,-36.737,-5.35,3.213,0.0001,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be087e9bfe9818550faf9bdb834efe57ae32040c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,21,footsteps,134.847,0.876,1.823,1.0,
+1,0.3965,0,21,footsteps,134.847,0.876,1.823,1.0,
+2,0.7929,0,21,footsteps,134.847,0.876,1.823,1.0,
+3,1.1894,0,21,footsteps,134.847,0.876,1.823,1.0,
+4,1.5859,0,21,footsteps,134.847,0.876,1.823,1.0,
+5,1.9823,0,21,footsteps,134.847,0.876,1.823,1.0,
+6,2.3788,0,21,footsteps,134.847,0.876,1.823,1.0,
+7,2.7753,0,21,footsteps,134.847,0.876,1.823,1.0,
+8,3.1718,0,21,footsteps,134.847,0.876,1.823,1.0,
+9,3.5682,0,21,footsteps,134.847,0.876,1.823,1.0,
+10,3.9647,0,21,footsteps,134.847,0.876,1.823,1.0,
+11,4.3612,0,21,footsteps,134.847,0.876,1.823,1.0,
+12,4.7576,0,21,footsteps,134.847,0.876,1.823,1.0,
+13,5.1541,0,21,footsteps,134.847,0.876,1.823,1.0,
+12,4.7576,1,18,dog,68.702,-3.533,1.157,1.0,
+13,5.1541,1,18,dog,68.702,-3.533,1.157,1.0,
+14,5.5506,1,18,dog,68.702,-3.533,1.157,1.0,
+15,5.947,1,18,dog,68.702,-3.533,1.157,1.0,
+16,6.3435,1,18,dog,68.702,-3.533,1.157,1.0,
+17,6.74,1,18,dog,68.702,-3.533,1.157,1.0,
+18,7.1364,1,18,dog,68.702,-3.533,1.157,1.0,
+19,7.5329,1,18,dog,68.702,-3.533,1.157,1.0,
+20,7.9294,1,18,dog,68.702,-3.533,1.157,1.0,
+21,8.3258,1,18,dog,68.702,-3.533,1.157,1.0,
+22,8.7223,1,18,dog,68.702,-3.533,1.157,1.0,
+23,9.1188,1,18,dog,68.702,-3.533,1.157,1.0,
+24,9.5153,1,18,dog,68.702,-3.533,1.157,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..689eeab6ac4ef962cb986d5eb307e0bae087aea1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__pred.csv
@@ -0,0 +1,121 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d35008d1a3202025eab6ac212af2465193efdf1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__gt.csv
@@ -0,0 +1,68 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c9741db666bf8212a6fdcd602d93a281c8918fc7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__pred.csv
@@ -0,0 +1,197 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92a5ffef7ff10d69c0af9eae3348f2abecd7a6db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..31bd0cc4bd20a610fd53321d588f6358cf63fa04
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0c5c36767c8081db82ba4a35f6d18be6d034ac0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b48c849b23c8cd168fffea93fded3291e6b2ccb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f80205acf1acc09baaaf7754127013c6c798fc9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..abdd6c444658627ab28492cd1f7edf9c103840c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..425023137808a44b8fb7263ebab1538bf3aeb19a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f754637f96dc77277473007446e295f9ca5e5955
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95a387f87e51027d8982084c66b612feee860030
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59798a88ffd83c56028354dee90ffb5acd5179b0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7af6fcfa1dc107229a09d1f3a30508d62a69b4d2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e4d488a37dbb8f1e4e5122dbd7525eada005874
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e517cf92a2162078e9ee69b2a9bb83b706480785
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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+44,17.6,1,28,musical_instrument,109.277,-13.174,4.565,1.0,
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+46,18.4,1,28,musical_instrument,109.277,-13.174,4.565,1.0,
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+49,19.6,1,28,musical_instrument,109.277,-13.174,4.565,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0765c3bca415f62fabc73bb41b49577c68206f63
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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+46,18.4,3,0,wind_instrument,53.707,14.611,3.804,0.9883,
+47,18.8,3,0,wind_instrument,60.341,8.714,3.758,0.9883,
+48,19.2,3,0,wind_instrument,69.995,6.248,3.697,0.9883,
+49,19.6,3,0,wind_instrument,73.989,7.146,3.697,0.9883,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c984de836e5645ac4dbbb3875fe510a1a0d08053
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,55,aircraft,59.982,-21.599,3.535,1.0,
+1,0.4,0,55,aircraft,59.982,-21.599,3.535,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..137577e7c63073a03ef3b93570aae7077ef2fd37
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00105a5b432912a0187c296fb4424acf5287e6e9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bd51f8ec4a40afc0d5af6594d834f40a45673f59
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fede51d9bda82de39dbc5ece58e4b0b1644df55e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f03215ef2413e9ec2bda89599d5bae6cb4e2bf81
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da8afcf840e8b9a3c159a7225bd6799e9b6b0b9b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f24355d60c4d825db69d839c794fbc7ca22f49c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bceb51b40df03d51b4fdba82fb9b8dba9f0d5c7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..475a8af800e1304a665e408f5e904b64e71668c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77a8c28becc6acd351d0d4974e7c70a4f13f5e81
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac0d3bb59e45482ef677d4eb2abdf312c3b424a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08091e3870085e4144c6f1235b0469f8402716f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..861f4704c2907eb7e6eab01d2042e7b95d19916b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ab4889d8ca702365351ed6db1621369a62bb2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06b3a8a1f70243c0405215a8d2536d28e001134b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c35dd7e3befdbcde4229c622a6f2182be445d913
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..251b4cebf5d73e52c61204bb5d0da04cc442a9ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38ca9a1d6b8753a51e9a7d11c1572a1b15bd8a34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6cf64a578ee36debadbaaa5e06ae2f7b6b69207
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1dcbd9ad44e558a840c9df303a857e712bd8e15d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..62fa1877dd47646e697d060778dafdee82346012
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b265239a808609ec1b4d84c06ca504fec11e8a05
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36818de678c95bd3cd813611e2e211f047b5241d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0434c9c6796abdeb833310c9cf4b7ebf671351ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..22075a3dfaf13905b7b7149455f81a61066ea10f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd8528835da4820f3e7952814baeb48ada31ea98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93ed99c7e58ebf623226afc56a0548d849c030d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b3df9971d3290d4709d3f5430e7356d5145cc76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0172b85fe362f68b66627924861260901607c6f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bfbaaafc11bfcea97af499dd17bda574c9be803
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8cdf42dbc88bc99d9aaebc841032be8898b1344f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,49 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33ffc3113cb1a48a809e986d6d41ddd4827b9cad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__gt.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c1672d5df459cb4288426166ae3d995bab48aa7f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b92937c9a3a9560bd700c9171695dd1ccbb498b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629dab5addcb4381c8331250eb19d2dca241a104
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..502b657a83f0c1f220af6f2cfc135457a58c3813
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b16e9a244bda89342140b373676836fba6be990
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9bce788651913a86a656411137b910ab900f8a9d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3705c37a94b3afb5198568d6dca702fbb7fc35b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5602b6de2813e164d9799c5baf2dc8b672179fad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..63e7289e1475679bf7cec641c23411a92e0f5085
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bc66310f4359480c3dfe2fb372e2509ca54f6ece
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8660d624a2a5794fd161676004cfaf81552fceb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fea8aa1f2c6e874b664309fb80b6f8791a89adf5
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18b57710cf4df2debbcc1b06e56a9c0021c111f9
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7cf3e445385a93a5929031b754b86acbc661063f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4fe6254f5597d7ef8aa980a53621d3dac5dbade6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e03990b7528b82ef54a8d1661c0944225a478da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..80ad49ea1465f8f653647574c3a5526d0e905a9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83dc5663e5836a8a56bf32114698834d22d64918
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ff7ff9b2df3391470261fa5f7166441566ea092f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58b84935bb678d4b96fa384ad5f77e8c737ebe15
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
@@ -0,0 +1,3 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c84a892130281107766275062425ea0724e09517
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6662dd094cfd37f38a8ea5baf9085692f1691d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,23 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d830225f1b67732498740456be30db4dc77eb469
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16476423b69580aef31fa56da23037fa9d038db0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
@@ -0,0 +1,2 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,1,string_instrument,-41.991,6.244,1.138,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dba38fb0cbf022df9aad3d8e0569edb89f12b343
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..882d0b6e70617cb1e5411ae541ba63ea5da2737a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
@@ -0,0 +1,20 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..099decaa149c27db76969d94b121e3e645c9e4cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
@@ -0,0 +1,105 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ba9188ce893098865c585e20be19c70f4a6372d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__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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+3,1.1917,0,28,musical_instrument,80.078,-31.088,3.388,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68916bc7d50dd559531c57d27c064b0d757612fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ab2f1831fa297b938932ca5c4d238ee4bed1f78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,11,war_sound,19.612,-35.907,1.459,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dbb275e422e0f0b13deaf4429f00ad5dfc0efffd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b95bfede9074bfd6a75c1e07c95d614be2c73605
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,16,speech,-33.694,-19.952,3.069,1.0,
+1,0.3924,0,16,speech,-33.694,-19.952,3.069,1.0,
+2,0.7849,0,16,speech,-33.694,-19.952,3.069,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a3c64dfc4bf77ebfd1f1f927cd9cd0befc2950b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
@@ -0,0 +1,37 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb5b40f182dc8afcbe015995a4f8ccfd97842e62
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__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
+0,0.0,0,3,body_sound,-153.896,-52.022,0.906,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..df8a38d6096533eb37d2e2e5fb7e997128f9d57b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..771de14cc72fe998d5febe8bab82392ba8eb5963
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..599f3d33d0a3b0480a245945e5a35abf5bc5cb57
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ac7230de403aeb2ccec596dbeb99e8456faaecb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b47fb397248d21fffedc70fcf28d6375eb7a793f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88ddb8526b621e093343408cd2e7c24400514a21
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,18 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e8e359e601622acdd63e93018db4d0a3c09636a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4c137f5f310229577c53d1eb0c37fc742c2a8cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd518a5d892f684f6fbd9fad486807b69937127e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a82ff0247361c1bf2e14645f2dc89bb4ab80187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38430823fe1577d30190da7331d4349c2de1b25e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..feae829f73effb6d53a3800e1f690a3e06b30ac3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f94bacb8c1721a80d0bc334b78017e5ac8926eef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be087e9bfe9818550faf9bdb834efe57ae32040c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e715b272f30d79d6e526681203878cbd89add817
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d35008d1a3202025eab6ac212af2465193efdf1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00a39820294e1acc3b18ce2cccd040021d896648
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92a5ffef7ff10d69c0af9eae3348f2abecd7a6db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e51a15ae905d394ff5dc286e1bc89bada3f412a4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0c5c36767c8081db82ba4a35f6d18be6d034ac0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda66412ff7aa8fb3fb501c6cc9b0ef88d5c38ce
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f80205acf1acc09baaaf7754127013c6c798fc9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b103ae9e1a14811f5896d766351277558a84b46
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..425023137808a44b8fb7263ebab1538bf3aeb19a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000076__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..05a6a80d0c7a80ae3594f19a870b2bb435fbb7da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95a387f87e51027d8982084c66b612feee860030
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af80621884b0312820dd7664abe5be1c613b5820
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7af6fcfa1dc107229a09d1f3a30508d62a69b4d2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..62c051b6db7f94209b3b882f02ca9f3641f0d660
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e517cf92a2162078e9ee69b2a9bb83b706480785
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98abb4686ef1386940cb3a2baa1dbe46530b5969
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000111__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c984de836e5645ac4dbbb3875fe510a1a0d08053
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..538be37b3d62ca72739b511664a6671e99e79664
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00105a5b432912a0187c296fb4424acf5287e6e9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd739d256b24c25682035727085997432b7f6001
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fede51d9bda82de39dbc5ece58e4b0b1644df55e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d218c22fde36a24290afb955476baa405e1daef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da8afcf840e8b9a3c159a7225bd6799e9b6b0b9b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..846b4483c147a89f7a7ceab035efde42cae958e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bceb51b40df03d51b4fdba82fb9b8dba9f0d5c7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f690043fd60d6c56fc7797f91b941c91ab6a3188
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77a8c28becc6acd351d0d4974e7c70a4f13f5e81
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a093ebedc543a0996f6b387ca236b353607ffa6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08091e3870085e4144c6f1235b0469f8402716f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,69 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b4075de7b80ce9c7766d3c685167d3cf6b4ea948
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,177 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ab4889d8ca702365351ed6db1621369a62bb2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84f9396b0fd5337f396daeb181f3494ac57a98bd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c35dd7e3befdbcde4229c622a6f2182be445d913
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87356838f5de165de13d961be79a27b2e43759a7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38ca9a1d6b8753a51e9a7d11c1572a1b15bd8a34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a113691a2aaae1d47d05acca2198e90679d18cde
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1dcbd9ad44e558a840c9df303a857e712bd8e15d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..193b7aece8624e5d8acaf93112a0357be7a301a2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b265239a808609ec1b4d84c06ca504fec11e8a05
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8198aa416d8b934084fa3fc659472ab82e9e0c18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0434c9c6796abdeb833310c9cf4b7ebf671351ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..142168258fe108f1e00f7cbc97bb57148f935dfa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd8528835da4820f3e7952814baeb48ada31ea98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7649d96abfebe25b62679ca80092b5c00295bbae
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b3df9971d3290d4709d3f5430e7356d5145cc76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09c2c6a853524c2757db74bbc3713fd52793f245
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bfbaaafc11bfcea97af499dd17bda574c9be803
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e789dac05715261f1e25ac81bd3b9b053f9797ba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33ffc3113cb1a48a809e986d6d41ddd4827b9cad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3916b5ec5c8b65ae0b80dc08a91d0fed5359278f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b92937c9a3a9560bd700c9171695dd1ccbb498b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe207ded430660344722c829380f2d26eaf34ef3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000149__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..502b657a83f0c1f220af6f2cfc135457a58c3813
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7eb05b6bb0791dc788ba1beb9c7fd700db739a0a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9bce788651913a86a656411137b910ab900f8a9d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fed758bdaaa5ced638244b05dc720fa0a74b61a2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5602b6de2813e164d9799c5baf2dc8b672179fad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fbfe98d0ba50be46a593a23404821aab01326f90
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7a21a4e8475a07afe611048a71eca2b681de6318
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bd7e86b9759abd08699be28c78073eb150295546
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33e57977e43ab16cd74178d2ab668cd6540ccc70
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1d2a9667d4acb9e3e4326d025e0133516f0412
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56df0f991b69b6279562888dc37e11ba1c62f86a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b08c60d6e39c3417cc4cbb1c4ba9a054ad90e95a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a9daf8f28b65607d2f2866cc7eebd2aa96e75b4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
@@ -0,0 +1,20 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b01aa6cb7c7eba3065aed502ed42a1221fd2c57e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..152f5f36d80f9cf21ada16c44e68307333ded011
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..321dc020f44596d27b940347f6e88136052add45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..26ad85307738970f56c1721a606d0e7c218c38a4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..279179924a1f61656e40db569bd939ab7e1e0df8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..332a09f91596e8ce0ab9a70a5c43a7d1f049c462
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a76aa215645a4b1ca17a2237b1511c963c4ebe93
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cf319647ccc7494bcc776416057f1e4191c5b129
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c81784d008d8de661613b2d53348ffc7a778cab7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b12521c84b4957442afafadc855bc4443726184d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000022__pred.csv
new file mode 100644
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--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55a17069c6f5d9d82b0a3046f26795b3721e2246
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5498a2f9639f8ab07d54a53a8ae8cc3151fb4dd2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e54f16d92394e5a90294f54fca4f7e12547e1b7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cce896ec8b3067352905d909997e554346fbe8c4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65274f0727d5217e75e60ac3132fdad34864e4b9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6dea6ca8314c72fe27ec3e0dd3663bc37c855936
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc5f7f5fdcdd36915573b74a8f44cdc0d47737ba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000111__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3be24901b3d5702dfc3adb059c9fae84d7ac32a2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000111__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d65d7eaa91253b7f4ce8f60bcf7ee3bc788cd522
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef92a47161d2ec18b270a4482ea4cc21a73230c1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000129__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c15021fdfc63d550a1327c93bcbfcdadb15af56
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce90c7e9fb0a5735b6c5604ce2f38cfa0114a822
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..30215bf4f9afcd6acb5366d2c551c8edcbfac440
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f9368a629a26130e3daf6a354e0ea562635601a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d0ea61cf835e3515e9072b3244e8dba76b64d12
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..940fa6c8f36d125582acc4b4100064e663090718
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc198214946cae9045030ff1d4bf89afc25e3b25
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc05122661933991019f46c720000aea54868104
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da1e36bda9ebaad260b8847d3a272e7e79db2f91
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..abd8e4de34819cd55399eef26146ad5fb2e322f3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..052a3f57218bfa7418b10180f6dced2616af9536
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bb3161efcbfbcf4ffb0eb01d7e62df5586a944d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f56961c2d797a52e840050f9fdebcebab68bc7ed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f52ab975c7eb12f776a0a7e8ee177539d20bfc96
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,49 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__gt.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc1a995137e5d18e347283b5ffb056fbab2ef748
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000149__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ada6c795c371305b21b549f0e4982f7860b08c07
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7637a5ab82d25a9c9462ed0a6df13148e0b17ded
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6cdd70cf51ad9a7caddc24af3dd25cec34b227d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..061397d1ed9693f8290a986c7f3bf83934e7cc10
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
@@ -0,0 +1,34 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d3ac4175cbafcf2946b7752b8d9d28a1a6bb5f0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..28dba949ec66c7586e0cfa7770511356e618a5df
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
@@ -0,0 +1,109 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc3301c895c3b41a6ec656f7d44637019becc16e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0846caa9f3727914c59a7a0b8ec4bf359fdd2036
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..df2840f3f595e1bebba7cd60a10a41fdf46c590d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4c4254ebd6afa9bf14c65cc97443cbfce56beec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87017ef839b8e889a7d81808bea2d209ae9f16a9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a0c1e53f4518f0b0a8f5e862aff163fdd220cc87
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..afa508d41811518dc85781dbdf736a37a9b78319
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..731984234228025e0857ecab7a79ea242affd3bd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65f9c10f879c6aee184b405eaee547f6585c346a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..069ef956c41b595367ca641de92ba1c413b77bd6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a0a38d329d098a91cce3b43ab62970d01631484d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de44ffa6016c9e5bf2914956633635e1e39ea99d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c1fad69960c87560ff84d70b0d181238d06d3b43
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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new file mode 100644
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--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..afb8e666eebdc20e0e5f6b098bb78f090523e5d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e2eee02231433242d775552c721ac111329e8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce34cc566488d0d3b56997a8e2df14406fadc1f6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a979ee9a6cbc7bf53e569f6e6a684e41f66aa95
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1e4b2f6da2e53319a5eed43ef27baf2981490e36
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8442f9a472dcad1ec208f6d715a40ae8daa36868
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f369a8c207bdf2b8ce593ed66ac98ba15a017779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee8446fa5977e940ffb7872fee4f23f70effaf5c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..206d1469e1584254fd94829d06645612a1e1bfdc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bbe6f1e3100ac9b2eacc066d5ecd34605cd0a93
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000111__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d686092b94c3f0fd8411bcdb68b22defa271de8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000111__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4716bad834f158bc98205e0ce78bbeb6c82c135b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e9d288e607f83f26311c9989d60bffac2c65af89
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000129__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc7600fcd29f0c529b418bfc053c0a1354efbbba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000139__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3adf8368dc0d5f213b12c054ec127a714054ab38
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..29282788e9c1091b962fcdf9c3d25c58663ca621
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..30471843f74faa5031526ce4881be2786a314734
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6db6444edc179373cba6e0bc8a9e6b117a19ce54
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000025__gt.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44ea9619116d459da7379cba6fa4f24cc1f5efad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e9f9ed7926160c3a605422d6fb95d951e15228c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a4727d319684a71fc5582748c16f7b663cd55aec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6bce0750acbd21f2115b99fcfe6f4e9daac4e94f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000079__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..578c362e918bbb25d5624bf93b915142d2eb91f2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..97bbc1da1d10c74bbe3d6d0503dc7a839bd1e9f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..22bd5b0a097abd6be39ca3124765f7ea0273284a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a5b875e2347c657529a0bd860dad563a10eb2db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15ec22b0da270983be1c0bf6d2f1439b4638b675
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,49 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3808af4efbf8ea918fd80a9ee05a20bfb258732c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8551f72dac1ec7bad346ea49e0642696780a3011
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000149__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5900a2d2e92415107bd7f788948c196f87fe2e90
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bad6963ca4767ce94e1881c81da27cb9145eb4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d804bafc3332482fbee61a5d1289e6ddc72c4c9a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
@@ -0,0 +1,34 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..431940e662425c6ebf5115e828a276558b870ed1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f090d7d64da5364f7445f349d6208646ec5f797c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
@@ -0,0 +1,109 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..391b0bb2731f51478b5e1751b368f17b6b00b413
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8797790e31efc4e8685d592fc7e42eb04863b8c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
@@ -0,0 +1,3 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..46f75ba0be83772aebf49fbcbb18b5dddd2943bd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f0382ce0ead8ea1fb06b26f296246d72562128bc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bb7c7f800d860157c2cf298ffdc94850fb91efc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08658dc486fcb77f9480336ae96def190965e327
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6eabfb0bb39f5f859e8e98577410226b660f1bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,11,war_sound,19.612,-35.907,1.459,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae8afd24e2c75dbd56f3feaff19b569c52d17120
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..555e199ce1f19b4927bf7ac42222bddd2092f08e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4dbacfcca522527abe3c6e008dabb37989c6a828
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,11,war_sound,43.236,-30.502,3.012,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5e8c33881c2701b12799ba1984f8c6ba7445b83a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,11,war_sound,26.153,-9.318,4.411,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2694637186cba10eab2a8182f4753af51d54af8a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,18 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7ab47bc940e97bc5616c59987030e3f2acb22a61
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
@@ -0,0 +1,85 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
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new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fecc2491c78d48bfc5ad030e2883d62b0b469ad0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a690b1d4d509953ace93702deefef626c8899a84
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3077bdac5519e897958390a1027200af6ea95ca8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c43b821f979a37637bf11d26a070dacf6a16564
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f11fab12c3ae7a635c36a9dcf822f69ccfe48cc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4166cff9ca382a78b9e2df60eb303ce1ececd532
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bf973030733a43105c64c57022307fee0ebc0bed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..70a13c4290a3f982235689870f579be47946fc35
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..421880bc0c275b34d449b964257282cabb01fe96
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..668e605fffeb415e2a81c1576a52d924ae3c7a29
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d48d3d6d4dd5911fc076483a61375b2506d74583
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bdf6044ef44ca2c3e719fe557b49920e3c3a29fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a10c9ff50916bfb969dbc980c31011cd129737a4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd84e3e2e9166fd5347e17d8712a27ddc447aee5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a59e845051de0c9bdc39b13fa1a4efdd0ab757b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..22e386a58cbbb0fa6932ffa04bd0792b37802e19
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15bbfca899d17df34a2cbca6e183b93be4dcd585
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..efea2b0343e011598fc76f918eb2a7536b69f553
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2db38072a228bf88bf7ad90a8f52f927aaec34d6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c269a626ba7165a991a527183ca8d34583f8bd5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89b26a1f05468881f8b060ac9ae69edc9d648d98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..212be3967fe9963e99ca1fd4e442c09304511cfb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e18d993e4ac080b9ed43f44a8d7a38bbfcef23d6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2e9121f362b2cd87870b2ab261ecb08a3dc201d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..794ca9827afd9dd1ab792d868847ef956c2c9052
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bb96c290a74c804bacb84f026ae2ed97d53bc49
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b80a00b085874c027145b055437eba4cee59baa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1470151beb0fc49aaf8681be145ec6bd400036ed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ad9e2fae1ccf8868ba5ace08b209a5b2e46ad50
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ce8243aab6bb6a39c107a10e8a57d6a57a27449
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57ba3c5f1cea1e15e50d8411ca11b51f70c924fe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..28fb46253fb1b743885a5c7e040ba9db9f3442e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2fc7d65591e7ccae99f615848ffad8de54407235
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f466699b13fea87d75614d2deb711b0cf36c3082
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f083f664c57ae077d2485123d8dfa3f50303b7ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a22e1f7d79264497c6b6cae368248a3059d6b32
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0602bea634d5863c129ee0dfcc75df54bdd49039
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e1fafcda6c9f892bfd2ab2be05e84095d179ed4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..494ef67d9d9df25f20fc5a2a9951b4edd220738c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..822698df6f42bb2e684bcfd113917e6da27da165
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a178b056df24be500957a23e6f8593472d1da169
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,11,war_sound,19.612,-35.907,1.459,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..21e1030a71a4c21f1fd4aa88e01a2a7070b4bca2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89de591625c0600a0d6ded254063fdb569034c9b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
@@ -0,0 +1,4 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c728dad45c9453c69bc7d6f14c61fb945f8326b1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
+0,0.0,0,11,war_sound,43.236,-30.502,3.012,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ff15e89f333d5899cf845460e4247fb15629e92c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,11,war_sound,26.153,-9.318,4.411,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..980b49fa4707fa30ec9ba4b984b134946f64e7ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,18 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9146e99809633a62fd36837beedc25cc9363ff4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ae41dbac2bd606936ef7ee496dafb7503f0d287
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..711ee707fef032b734031e333f519b1847abc363
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15e02c8d26a81e4901523149d0678518b1d95217
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe15db95007b4fd173d8e1756f378d584299a0a9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000022__pred.csv
@@ -0,0 +1,121 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9638383cde373b9fedd99a165f90991d855dfcdb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f4ab4da24cedf16050848ac8551fce69a6d1943
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..85915a8158c5f03b981426545811bbc1a53a98fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7b04b1c669bbb9386f4f24e557b9f9e3f2c60592
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000076__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..618bddbac706fb94771390b59476d2447e63d323
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc14e6dc9d9ef42e633c8b00759601cce95071e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12ebc9c0ef55b2ae9d8b055354f4634cd8bbe00b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000099__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1dbaa216cfad166c61aa4004b22792b0121e9c98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..467ec4a82eff952bb04d86a0c68d027482a54cef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5eece523c10709386beba83170fd84e23e641299
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000139__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6156914c05e9317b59d54a8addc61459c49c0de5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d7220ac81b0697b6df472ced7160db0f96e96a98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f058eb1a1a7bce6c0453a0cdb7102720c2546508
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..29584c2b6f6562259bd08f3c9ee5fe58544e9fc2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f41be950b5e6466be09da48acaf78f75f5ea797
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000025__gt.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e611ba04264a35b36ceaccb5842f903940b194aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13cc269c2b1a2d7496c05676cfd35f91c1c56ea6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a07ada7dcb0a5754b602e4543c8a7754204de7b3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c60787e4675bf36924ae0c1f2685f5bf21581f13
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90005be1c0a71fb118bc05b0a8bd452b753e9a37
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5778f4fd471bec5552dca616edc3638551a84539
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..090709e23db3b714da7c343f9ea38644fc3748d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef0d90fbcfba4128ea1f373bed2f716ee15a1032
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b4db314e5e89de940df83c2084a6f98d909a02fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,49 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000136__gt.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7797d6a3d292854280b07b725748955761515dc0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e8499b707d3e98cb78d25413b90e0df5b0fd9700
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000149__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000159__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f141dd25a0654ebad2adbd09a6ec99aa872c9ea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000159__pred.csv
@@ -0,0 +1,189 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2dde2651c77958df98f3f9640e087f014c1c58ff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66536c25328599f997c9bb79b9324360814eb8db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0015_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bd9f2aa8661efeaffd6acc3f4ba6a5312744c030
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bde41d8f8d7b0d945a675254b5fd92f4731b1ab1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99848fd1dcd11d4354986bf619452d57007789d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,18 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1cbcab8135e4dd26f9b6b73681243a0dd1945809
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000031__pred.csv
@@ -0,0 +1,197 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..496a314d9f9afc3cc188a89fd179c91c148bbf63
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac6c71efcf11cc209b5f23dc167a8113882d9937
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac6fe80cda899b280e935910861d94f160e39e06
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000099__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bec7fe4283e829d0c28544013dd997aedc10e0db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b732bc76cdf26ac6159116d69a27c532fb17ce99
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9e95c23b6b08ecf9fe85380b74eb06c478e93a9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000129__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac3d144d5ec28254703533ba88b3623f745f09db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8394143cb2714dfd60f291e800942e733d268257
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5df47bf781b76968c1c9b54d893d655c67f23cb8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e3925085c77c089ed7ec624d98c8e7a3e7085cbb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000079__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ba7bba273f280624bf51e3ac06233b17cc5ecdf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..406c9052f49a797ca25af744e513e99a91a4f28c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..69301b24d2eed54387eec3bc406b317e9cbdfbf7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000149__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000159__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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