diff --git a/checkpoints/spatial_beats_ov1_best/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_best/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fe5365b21dae705959b9a961c5b65dc1c787e5c3
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a51619c3b8ad3651b351a588643a296fc09f1938
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e0a8c7254e656363a66c6934f8b6b9f1e8e9108f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..aa29bc6aaa54b49aaefdee26ccfc504b1e2086fd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..054a7717097b262dcfb32454e24c78b13cfa4c92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..020742a1766f9075b0eb1d42b062575f1700f407
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..673e0f2a95538a2f49d3ee647e76055ebf155578
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c209b8b18c20015fd079687633ae70a837634ec7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0006.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c8d8ea6e73cdef2ec2f2dc8dd41f05b19edbad1b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..90ace31cbf76e39703b796a65a1a1e6fbc93d099
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..80e294332ecf8f9eaec9040c99f6defc9188824b
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..43600d0e716df79a27c9c98252668cdf9a2ecd93
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0010.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bf14a03b5757324fb45839ed34eda7571e247c0f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/01_classwarmup/val_predictions/epoch_0011.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a0e6125a8cc5b299696166d1eb808ad334091210
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7e30cacb1e66f464e9947d6f2695b8fbe9701638
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dd4f3886218271e5ba5c2327dea043c103900eb3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4b616f1c27eeeaafe08bc52633859aa9495a27e8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1ba95488fa45f35ed56640444b02b2a57a7a5475
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..526539d4980c641ac201a77a93ad5e0e4059cc58
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0005.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d76b190042e229f73f666eca2ffcc1589929b304
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_classwarmup_exp/02_spatial/val_predictions/epoch_0006.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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a734b5f26090820f9d85c70d3e85c618bb8cd7fb
--- /dev/null
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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__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..60f0924b9db16baf7aff8130c861eaeed91c3138
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83dc5663e5836a8a56bf32114698834d22d64918
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e99da22a42d8ea2d2f29ed18e2ba4610ced19743
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d8863470dc8814c1ee6ecc7436079499e827a41a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6662dd094cfd37f38a8ea5baf9085692f1691d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,23 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f445685af7e8323f035496cb81d688458a454715
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66fa036ab6fc78ddb31c7421520e65232f925c7d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fed6e2fe070e0facf0d1399d48b26944b94b98ba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ba9188ce893098865c585e20be19c70f4a6372d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..accf93e8843a927455f52a78bd682f5d39b22dc6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ab2f1831fa297b938932ca5c4d238ee4bed1f78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d9706081a9a0ba624251fb0cd6d2563cb7a18eca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e82132bd9116c6710d49d1e3a05706ce7e54aab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..771de14cc72fe998d5febe8bab82392ba8eb5963
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d92a1c3970d4ecd27841e207fedf9cb11a4e964a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..71494da051ce03394477641813054b564d37bb81
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_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_0001_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_0001_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_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f89f01e894fd155e8fd35b611d228037734f846a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4c137f5f310229577c53d1eb0c37fc742c2a8cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ec517f72a7b0c7cdd4ba041b49d27bc1342efb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a82ff0247361c1bf2e14645f2dc89bb4ab80187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eeb7daa2c072d0dea500725275c82016ca453ec4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95635f8fb586d0dc53d9bfeeae3e5d12dea76d30
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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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_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc041bb318202eb7be64263554ecd722df68c086
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d35008d1a3202025eab6ac212af2465193efdf1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb5e394ff2b2d410889e02cb6273a4a5644089f0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b86c7e10539811db2e79d470c3bbaf0564e7632
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a2d064c2e021c51fd568008cc19a10b4e633325
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56f1ded666b9bef64c1d9bc7d4c0d849e930f812
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a1ee5409f14cdb010a9943fa2c00e31bc85b0b67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95a387f87e51027d8982084c66b612feee860030
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7c9ed41c46135360692a9dad9851d02f41d5743a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c984de836e5645ac4dbbb3875fe510a1a0d08053
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5706de898666f76853f704b3aea59327e671d150
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00105a5b432912a0187c296fb4424acf5287e6e9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..807e8dfd354bedd856be93d3755f2278cb93f562
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fede51d9bda82de39dbc5ece58e4b0b1644df55e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb9c68029d1f61acc996c5dc4debaf17439e9c8f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da8afcf840e8b9a3c159a7225bd6799e9b6b0b9b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ffd61cbd9d0f9ad1cf18fcd84e2bd943a4c5903
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bceb51b40df03d51b4fdba82fb9b8dba9f0d5c7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e9de81e7e8eea54f8e8a3c0a35fa9c59977b8faf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4dc1fc7794373a119bac7a82a7c97c7ca6a8591
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b1f6a33cb024a999409af8ff6a6e7f314ca6c661
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f1e463b1463076f6cd0d9a797a4720ece422e8c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c35dd7e3befdbcde4229c622a6f2182be445d913
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a22c43b78c47b288e0f10ae944f48c0aa79351c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a5f1bc0ba030629ea184318b8d1543fe3bdacd7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89da02521512f2ea8b514c6aae32c5eb021d5af0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b265239a808609ec1b4d84c06ca504fec11e8a05
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b47cff48c3acb2090b7aadc23752b36057612ef0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a1a87ec38a780f8d358d1fd87cc32062d3c8ab0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd8528835da4820f3e7952814baeb48ada31ea98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75d8968eece2c12227b8d65a722a1bcc75a8e380
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b3df9971d3290d4709d3f5430e7356d5145cc76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c483a2c7c8548ccf19d3996dfd4f19d2e2b3d3b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bfbaaafc11bfcea97af499dd17bda574c9be803
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..109947f46b60e724c746f4ef40f437271d3658c4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33ffc3113cb1a48a809e986d6d41ddd4827b9cad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bae63328c3270a4d87830f8ef45bb98f804db11b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a05c6800131d0c9f8539d937cefff98fbfc88568
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cfce116c1d82d16e3331d13383679960aa5d45aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fab93f806a28e3e1bb40128c8c4ad71227a8654
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5602b6de2813e164d9799c5baf2dc8b672179fad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aaf711613eee076d97c9e7137cf9640bb7ca4622
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0002_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_0002_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_0002_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_0002_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_0002_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_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__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__000048-foa__2050__gt.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__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_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__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__000088-foa__402628__gt.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__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_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__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__000004-foa__160791__pred.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__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c3f9d0b3f3e3873598907f39017611945c1d42f
--- /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__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__000012-foa__278193__gt.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__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_0002_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_0002_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_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_0002_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..07f865d7be41bb6b6ff2b9a9a57209d2c34a8d6e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_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_0002_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de2f6c7fbbc673626e7f42be67b3d3e82f517061
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_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_0002_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c084f3518f5cf756850f776d7129617ce42b6344
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b49b37ce64e82e1106d6b11448d2ecadb2c9e329
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0dff7507b2a5833c2e7be3ba605f2f33cf01a00
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..014f9a803705f660c578cb1ce4218c6db5c98470
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cfe13dc47007a9f6497213b72e75c4065daccad9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..7cf3e445385a93a5929031b754b86acbc661063f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce6c40b73e3ba04987f5f7935362148d6c05873b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..7e03990b7528b82ef54a8d1661c0944225a478da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..dd120c9817cbff307bfea9c094f76b419ef6a034
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..83dc5663e5836a8a56bf32114698834d22d64918
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..56ec4dccc67df0645e837054cebb7ff1703ce5eb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..58b84935bb678d4b96fa384ad5f77e8c737ebe15
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..b49a4f3d88bd885020dcff195b810562e9846451
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..d6662dd094cfd37f38a8ea5baf9085692f1691d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..957531c7e782062870b066ad94728eb8d8d12f7c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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..16476423b69580aef31fa56da23037fa9d038db0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b760eb6e0fe11111c7363b28dc2892b2cb668e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_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_v11a_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_v11a_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..f40e116bc5325510c8a47e9498ce253e45d8cd49
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ba9188ce893098865c585e20be19c70f4a6372d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..38f40fad9c3981eb394b7df4537ad6310dc2712b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..8ab2f1831fa297b938932ca5c4d238ee4bed1f78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..85c27b4d62d37f3b65b16f5b1654bec007efb492
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_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_0004_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_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6aa0eb88e64d9a07936559424a8374db03e8e962
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..bb5b40f182dc8afcbe015995a4f8ccfd97842e62
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f1e8290e1bd368ae91fbf828206f549a077737a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..771de14cc72fe998d5febe8bab82392ba8eb5963
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7b4b1587689d1acc6a1419e044b6028a429a5e15
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..4ac7230de403aeb2ccec596dbeb99e8456faaecb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..7a73e322e287892cc1c83a60cc8df7ba5ddad4b9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..88ddb8526b621e093343408cd2e7c24400514a21
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..49e27d96e3c7ca23e683410daf9b782f6b7550d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4c137f5f310229577c53d1eb0c37fc742c2a8cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18ef9b732ea977659a15fca538a1c1423d5432ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..45b7070318da67fef17a2ffdb381d5e57a21a599
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5417ded0bedee10541dd4910166989fe39460298
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d95cd7db2e9b8a572d6612094e412472e66ad6d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d35008d1a3202025eab6ac212af2465193efdf1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89033048f126e013bb82ab98c5f371bb428f35d8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..510aa20739226d16113b6fcf6408236f72cbf09d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d9a1d7228667a46e0ab0b641643f0ad10935ec2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f3808ce43b20307716c7e8227ae8e8d72484f666
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3374f2af11a2bd123aa040b5ad0d091ca980cea7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95a387f87e51027d8982084c66b612feee860030
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc99f4e07b2a2c6b05f601585d7b1088d1069027
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5e3bcf7f2fe0927e05ebd8103bd692708dbb8d64
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ef874ebb77ff8102a47213768bab453850dd0a9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c984de836e5645ac4dbbb3875fe510a1a0d08053
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..63721148a44a9577b62d372047cbe708383d085c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00105a5b432912a0187c296fb4424acf5287e6e9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ff82be931e5f03f48ef18b3c0209e2fb0c21586
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fede51d9bda82de39dbc5ece58e4b0b1644df55e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88ce27a2cb86ed792590ea1f156a8cda5e6523ea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da8afcf840e8b9a3c159a7225bd6799e9b6b0b9b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0d51a17c0b2c8855ac93577f1a5ab5a4ce17db7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bceb51b40df03d51b4fdba82fb9b8dba9f0d5c7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da480231b6bcac3e044a45e5a0139a9aa7d1c885
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f783a9953eb1e9d0419dbbf602b38a5c1cc3f322
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__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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+49,19.6,3,53,crackle,5.328,7.651,2.768,0.0391,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08091e3870085e4144c6f1235b0469f8402716f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e3514025677c653d845168033b99e9f8878220d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1360aacf7181bd391023def25e34989e3f750dbd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c35dd7e3befdbcde4229c622a6f2182be445d913
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09693bee78163684637b61aa32248e85d8bfd2a2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8eb6c027d19d7315ea1f213d2a111dd7386f7fa4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98b394a555266d32a58b5380773e6f9b81d81ba1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b265239a808609ec1b4d84c06ca504fec11e8a05
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af067c64e0e3333b671fcafcf9743309cef3b7a2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8f3c1e4121d630fa2750ebecb7bc952be3657aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd8528835da4820f3e7952814baeb48ada31ea98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d10d9efd97b9610ee45b55892ce0f9206f14abeb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b3df9971d3290d4709d3f5430e7356d5145cc76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a7a483622a3683359c1def851b08394e3dfe37a9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bfbaaafc11bfcea97af499dd17bda574c9be803
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..85ca176cece5975fa57376c83a3c4ec96b5d4238
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33ffc3113cb1a48a809e986d6d41ddd4827b9cad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e31cb889384fc2496e6d2247df4ddb48f14698eb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec8ed92b3f1b2020b849d2f969f87ab9b435aa9e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dab25577b99b36894312c8e4ef287ecc727bf930
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..60942016dd0baf98f4988c259306970b75e899e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d227c2e6279132834c28ad810b8138b8296b25a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..fea8aa1f2c6e874b664309fb80b6f8791a89adf5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..a4da15bfea41f4db65aaa3293a241e5c0d2ae317
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..7cf3e445385a93a5929031b754b86acbc661063f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..5cdfb9b2d35e6d8c48830957e422ca4350b2a8f0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_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_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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new file mode 100644
index 0000000000000000000000000000000000000000..335f425fc3c5778b74f0de031f890f4d4cbf86a3
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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..83dc5663e5836a8a56bf32114698834d22d64918
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ef1fe71ab27ed51fdc13d36d18fdc9510581f96
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..58b84935bb678d4b96fa384ad5f77e8c737ebe15
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..f989c9cd71600a7667163e591e47ab1bd96cb443
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..d6662dd094cfd37f38a8ea5baf9085692f1691d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..12de28cd60d6d1e4e311f7fd3b261ff2da2bca92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..16476423b69580aef31fa56da23037fa9d038db0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..e31aaa246dcb845cd2bbb85193c30f9e397b2ca8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..882d0b6e70617cb1e5411ae541ba63ea5da2737a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..d944db43d385a67dd979cdeca57105f73e02e980
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..3ba9188ce893098865c585e20be19c70f4a6372d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d9281897caf960952f39e4e08e5ab54906f5b28
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_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_0006_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_0006_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_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..354da82d1d7899a8b26fa88e181b58ca47fcc898
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..b95bfede9074bfd6a75c1e07c95d614be2c73605
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..32bd996a8d3a29791bf307f746287d992cbb5ebd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..bb5b40f182dc8afcbe015995a4f8ccfd97842e62
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..397507c77460b4c592d7b94b8e1da730c1f911da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..771de14cc72fe998d5febe8bab82392ba8eb5963
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..19e35aca9ebbbfcc7565e2baddf699fe06dc4bed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..4ac7230de403aeb2ccec596dbeb99e8456faaecb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bce0ab43a4dafb3418614de6327f97019c1e21e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..88ddb8526b621e093343408cd2e7c24400514a21
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..502c6415bc63c6d74612fb57f0ff5ec6925146ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..e4c137f5f310229577c53d1eb0c37fc742c2a8cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c35a3cacedaad2db947629e5a927c8f9a3018897
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dd4a95effe260e09fa215a8a06ca39b5f7014d97
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7fe98ddc2268d5f37ecc959d3ed4daff051d5589
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f566d9f087871d0a8ad32111801cc4143017871f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e6af15dfc1966c4adeb2f215a6ea61c53ac02578
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aba043870af8fef7bfb0d0b651f5ea2fa019081d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6487b624c1fe78be41bb1f0d5c12d21326a979e5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..34add1ef74d98224f64ccffb86513a2f49befdbf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7419c2d9251be3eb77be0fb13dd42a8919bcd52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3785cf6307f2362e1e602b24b282280e0bbecd4a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af2518410ef713a5e8441fef485cd7dc2d83a955
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..612a62bc5610d450d44638091583b99a15e3b956
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ffcae6406d231a51f609af21b65bdb2a4a7e5c1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b82b7ba3e045c2bd237c4cb7c0d4ef19211b69dd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6898452827ef4a20706caeffed2a89a1f0f9c52b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0efe704ad57929d9ecfe1616626a21f4d0fac48e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c9ee2761d86e35be791a7bd92a0535ee4a9eec5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..815bf14893e3c100e82c11607ef4b1c48e53f9d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33830e0c80f42f6fd42d0bad0ea2923b3fff15c8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12e84ee984d39f0339840940ba69650ec407dc5b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b76052950898f221b449a05865d9b88769bf35a2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e374fe9b4c1c15a2ddb7d8134f170462be461be
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6202f37fe97be7a1e41a4fe1a58cea9a4c36fa9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7adead83a75a0d7ceb53e88d9c866da14e11a0ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c20004e25284691ff59e3f480385c0478ee3b0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0edf89085f9025ec0853b7e7f84fae9040d9b47f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..faed71553f9f4a71440189e64cb9568c2c6d10e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a9b00665baf71f0dd4ccd29d1ea4b80a2a8bd029
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93ba9d953a230e449ae8354fb65c5affcd4c7a2c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6cfeb7a30c1d26e8672a0dec247cf01492377eec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..530cc79c5beb65c110d425a31012cb5e650d19ce
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68e31f22851fdfc86eebfebdf11b015952dd5cdd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..14c5ab93ddca5f78b42e3aacad6181096aa9b50f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_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_0007_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_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cf476082f45668b59cdf4ddb000e20a0b81aa207
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_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_0007_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_0007_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_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6fe8396f4d864e4188da51f605b7fa1797828cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_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_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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new file mode 100644
index 0000000000000000000000000000000000000000..ecf7b60ac83b61f1197d6cc36180e797be812166
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_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_0007_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_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42e8e038b1f29d561289186b3797f66535c5ca4e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_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_0007_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_0007_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_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e1ff6ef3b16e5fbec97c5d74e94b406d092e4575
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_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_0007_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_0007_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_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66255dd03805b2f21c6bdec54e0f7aeaf2e74f61
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_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_0007_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_0007_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_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9296ff26ba5afbdf8c043f197cfaf77659adad63
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_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_0007_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_0007_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_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f106d82757f4921db8ebf8929e6d913666b12f6d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_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_0007_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_0007_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_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cad9bab22d610d9453c5b72e300c6d68a87719fe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_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_0007_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_0007_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_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a31020553c5a1d42b39390f32716bc9173d8cb7d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_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_0007_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_0007_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_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a4f08dac8bab748d5e7014e2dc52e113618b3b79
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_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_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e058485ef2030e14a64edc699a39d8f2c4ba973d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_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_0007_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_0007_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_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..53083851870e6e474fadf2fa112274ab2e9dcf72
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_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_0007_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
+0,0.0,0,11,war_sound,26.153,-9.318,4.411,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8aadb024a1f56f52358219242e63035c00b0db7e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_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_0007_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_0007_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_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a707d4b820b2015645951b59ab82efa6ad0f87f1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_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_0007_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_0007_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_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c2864776107985d340d989c4000572d8cf3f692
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2eb0bc6cd6e7f6c656b02842bc5a493ad4391d7c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae93d72a368307162bbffe355c00c6f73a8c08ba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d25c76c00494b8dc41cea5d5ca8dd74165a3223d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f74244052aa1d0207c1b74da9024130211458dd1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..47430e214750b988e414ac33c6a4a99d94e34267
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b8d78a2f4e0a3e0d7007d5cfb76425fc629b664
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3d9262da16aa230a0cc36f2c915e4df1ae0dcd3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ae2c1b5b07340c8d0d292ebd34c8eb8b406cde0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95ae8c8ea88441a30503f858551779539310ad47
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08891fd259443c6ae137f889738bf2e5e4e29759
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..53b92f8ad0a5ab588aab5c1159dfbad47b0d165a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000119__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8198f36562d55c2fd55f7d740d1b153c4fddcb6b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b20d884e0b21aa46402c10dfdcbeda7c39f10f9d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..982764a1fc409aeb305104e702c71bb432f52018
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f887ab0021738facd5441652a7da2401cec05ad1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b2b19107f5bc20b9e1a353ffa4a30fc78625839
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b0d989d0b5f29b7b02ff394dd5834b1f7077fad5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19f0d717eec083daac85c870f088f3a5a293ff13
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..82a3b7cac938b2f026d28629364cf3c4e17d4358
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12a4d4242c9c7bbb0fa32e78ba38ed6718597ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4362075d5003053ac86a2bc09afd2fb26945ccf3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ea1e73a46075db38f297e750ccb8c38472af66
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bde5f12c2850c7886a92ec8a8e0827a0929d7371
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1e5234efda5bf621ac21fbb8c87d2f38a6ed4c7e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e89d6d7ec24cf60d8c4a4f59a027fe3ebfc05dff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fabae9283ccf6566d34f0104b0de0c52d71e4e4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..31d4fe6330c973b0293dd6916731ed6876bcbad7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a9780b24cb6acdb5246de00545cbdab9e170d13d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e085b78ffffc993a0391b8e539a9be70dcd6cf2c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db04048c985d30d625c826dfecc11cad7f29bb02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c745f4bf80df5fd049c1df73d7c1aadff1818e8d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f44fc39f1f4bc1be69ad266ca4121da5202a9514
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0008_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_0008_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_0008_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_0008_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_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5da98b0dd42d98bff023e80ad0d102cbd444a482
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..7cf3e445385a93a5929031b754b86acbc661063f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f602e6cbebcec0f9a987df0ca3e042242f4df083
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..7e03990b7528b82ef54a8d1661c0944225a478da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f4abe69c4b52bf7ce0d26fc19dd2c4ee8b62420
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__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_0008_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_0008_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_0008_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_0008_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_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75731e1db3a2edb3afd37b1e5ece307ac1a64626
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_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_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_v11a_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_v11a_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..c126da3d726eeb47889d2a0efec6e190f2cc2182
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_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_0008_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_0008_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_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4744f8e7ef0d2f944776cda06738c2e893ee3594
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..16476423b69580aef31fa56da23037fa9d038db0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7b74a3e43775c29ed9fb321d0a55fdeed306e957
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..882d0b6e70617cb1e5411ae541ba63ea5da2737a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..d46d92f13bf15ef362f4ea5313921baf7562da16
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..3ba9188ce893098865c585e20be19c70f4a6372d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..3160176529e448ad2be11d8278c5ebdbb66fcc3e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..8ab2f1831fa297b938932ca5c4d238ee4bed1f78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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..dc6c3c7a8898c8027306552b526c389175344bcd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..b95bfede9074bfd6a75c1e07c95d614be2c73605
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..0fa00c06085bb2ef609b21e9eb2867183086dc72
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..bb5b40f182dc8afcbe015995a4f8ccfd97842e62
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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_v11a_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..b0bbf2c48420478dfca484b524e214fd1b3c9115
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_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_0008_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_0008_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_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f7d610ffa8ce05ccedc635cc83ab17b7ae29df5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_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_0008_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
+0,0.0,0,11,war_sound,26.153,-9.318,4.411,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_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..449b4571054a1c20e23b4246bdc1c31976cb4097
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_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_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_v11a_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_v11a_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..864c0c4e937502f9c56364f3336fce196b00fa86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_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_0008_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_0008_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_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d959a0e8afe6554a482a1141e6f3531e17f0d5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ff68739683974b03b4723bd9993e252599aee2b3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35405ce240d2843e4d6213dd254fd86a56a8ce2a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15252d7a39ddb5f894e6b4d570660ad97627fd35
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b09603bb3e9a1e0226f9ba6c893bd26183a346d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..212f80b4a21bb5aa8551607f855fd524c4ae68b8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db8b99711a96e9387f97a29bc5752990676bc84c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eb0fd80bd180193935072c94ce30248aa05f760e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f67e48224792ec6f2e1cf4df95f6d0a660a205c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f91d242eada93b623d56cd6925a6e5a07bc252d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..63d04b5601ce7b4aaa75a00aa3561d06b5d1107d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..037f757127392737de84de026eaeecec308ebb0e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5f41101aa36f65519beaf90fd20e5098bcc8339
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5def59608bff6e31c3a79f811e555e085c200b8b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e68b3c5a538421fe4e96650c07d91db84a02038
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40055e085a01bd0459337aec302ab189c44ed387
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b487ae05e5cafb515cea7effee5841ce7ad0d09
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..337335696d10a29d68ddbb7da7a43bf264a07236
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f7b6d14bf066b7e0d6c88cf3306451416baec158
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87147be579befcd774bdb0b61a439da52307323c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d54a0a80cba2875534f3b2bcaa302427ef7b1c7e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75b15ae4e33259f5dc2b8f3622817e8b38c8aa33
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..76ddf03f0a8de812dbe37752b21fe9ab1cb45748
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6892e9f53f47817e47907d5ff5529b0ae24544ae
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..712b9c9f91e870f7a4042f8de67f1c32d27c2089
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8156359ae693613964867fb2503009e73bf3a135
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..76c0039953b67eeb45a572a8864d8422412c77fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_csv/valid__ov3_000126__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57a199110694cdcd0765e821c448864b41af8cf2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ff6374268e6b55edd8f5642ac657199af93207af
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed315bd2b1d103760911dd6c8149d8c69ef1890c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7274af7acb5e202bb1915898a46b6bcefb8705d9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4cd563cb41cee631e5a7fb1c08637d50da149bda
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c61ffc65bed4860ba4043325bbb20e2610d35c2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_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_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a01f7e7e9bd6c6bcc828914eb52f5cb5420a1c4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_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_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eb39ac768b5bc5278f4254ca72209d5cd108aad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_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_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fbee0c738c36a668bb5a0344a6e3768f7aafb31
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_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_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c92439d3ea1ab3b6096648db11ad8fd34d09b6fe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,65 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d0adb408d236a1415079235eca17d3ed147f139
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_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_0010_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_0010_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_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61bb54b3918aa855eed3d56e26e5175b75e16b3d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_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_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66fd0319994cfd314f5c1ffb143abafdeecb97b7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_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_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e29945bb39e4133e594a87819d10048ebb00e832
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_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_0010_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_0010_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_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddd5c94f361bc597f54450d71c3c63e5a958fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_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_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27c7979aff61aefc097d46921998679cca6f6084
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_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_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..67ec335e25c6c862caba9684e89c76ae41d180b7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_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_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b087396f9c67f14538dbf088c1ab0737730c954d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_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_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a707ce6128e8355e4c22a50c9eb9fd209929f676
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_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_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c9590dc9d48ebe660eabd6bc536fc4aca58c57b9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_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_0010_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_0010_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_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..07246c1310f48bc52ece953422143f9f3e0189aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_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_0010_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_0010_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_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cdc88ebc6f108eb2adef65be6beb74f626d810d8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..28a6aec5ee4b12384fdab7513229056e78a76fa7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1aad1480a59ad97fc376160ce4bc9298a8aa61bb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b83114fd5afa455ff33825f48387e48e951794b8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7955eec614d596e3188c3aee47bae4c779e9e6f1
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dd8f685003530893644e11c74495b673d5f691d5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f7868396009ba110d2b3fd81794ebf136f1d021f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f10acf0b8e2aa5ee52f1227f0a384bc1060c2d50
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e7de287a07920404c14aaaaa3630b30e49315fcb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..72b0e075f5352d577150dc531c6d46f73e118f31
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae46decff17a02fbb65c125633825a4d0149d096
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bf4b92eb08cfe9ffc2602f270697d66a8f25a6cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov2_000119__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..adf5786b8a17e6f6eb3e2f91257659e86c13001b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..908731f25f0c99e61de025ba490e4181dd23c386
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4431a2f023509ce42a8a9229c94d4497e1e03305
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..531dcdc8f86ddd42b3af42f959629c485348ae19
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a0e1fe005b1a68166913736bcd1f1f8be261bbe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..53832eff5c0afd081afc7c320cec6153c672dbe5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c675d913842dd3cec6161b6c4507a460ead64ccc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cf28b9308f490d2a9ef61031881e77cac489c62
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8118e43e7446681b2fb5e9ef221481572ec47ee0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e54d0a5e231c0831723f7f96872b4c32fbb63b0a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ab536d36ce9245c3df36786bdf3ad18c1b760dc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..96b252f7b1426a464b1636b01a78ee934099f9c9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..103da8f5a3f98ce7f6ae44ef4557122aeb5cafdd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5f63327ed10320e172f746805d3ac43473478b1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e02adefdaee15d5c401916f7cd55dcb43c9f9a00
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000112__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_0010_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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,
+1,0.3983,0,6,human_vocalization,41.367,0.362,3.632,1.0,
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+5,1.9913,2,42,tearing,24.242,-3.442,1.905,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4253cbf67182b77fd2bc09fc3e67b78d3b120ec0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cba6f5c2ff3735f2999d0ddda5cd3b8010446d05
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7097d16296629dd06d2f8556519fe53e0dd9eb21
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7996094d13992914f06c99c0258cb68d90849535
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..47b1cb7969245ad5f2973a1f09b70289a89f742c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6e9dc633ce19a49ded2d458f8d6ed5bed083831
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11a_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fe5741cd9638a16ff918d871ffe1298154f65975
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..1428923065ef3b8acca0d37750ffa8546180c67c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..52e8986859e7203e825d186ec3d986aa3dc30ce4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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new file mode 100644
index 0000000000000000000000000000000000000000..04cbecec2152e2601975aee69d9fec084d317cdb
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..dd2c76b357ef08366a33cf31d1a5b4a913b1cf9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,65 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..04b186f8d3a47134bf2fe4b84f7a24495d34ebb6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,23 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..0f16d00b1a627190153732fd0bcc47702e411ac7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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..edeb85d5b02cf9870081f1ddbb639b48d65500bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..36df6fea4628c9ecd9b03cb9a14be6b241506999
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..db0f0a8b7ed9cdf14114dc837aa3a98e124c4248
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..59216326f76e2f707ca612799589369b0628a72d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..4d431d7059631bcf98ba82e2e929cbf362d0fece
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..1bfe476522d401ac7dc406ab0850d1ce8f141e72
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..cb7b3c96513c4a353db16b44e5982b6031b12cf1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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new file mode 100644
index 0000000000000000000000000000000000000000..12f571a891ef02f24477ee5e3e57f6a9bfb89316
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..c375fd5a6c49fa8f10fa067a0cb843c070828196
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2afea499e5db52d6246db35f5e0d199701a4630a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61a41186ddff3c4971371eda95323711ed189fa7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c40214067fca011ebb035010250db78db13b41b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..45f4481146f7e454a9fb17bddbc0ea7cd42d4766
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b4499a4895cef0a14adb373e5e73cf7dae4ae70b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b5fa6d6f7338aef3a942a31418d68994ce82771f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90e0a15a779fa31b78e3bebeba3cd9bef64a0831
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ca4c7a48b8f36be68c5c24a00e6042fc30d2d8ba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e3dcd7968197be189cf1a8353f56f96a63bf6707
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_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
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec6a2155b9d8b1f000be60d8f6ea562cab188e36
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f032fa59d886b1e8517f2ae629b8b5277dc3a2e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc89db5d46bbc322693fc56bea03cf3bd525adec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fab86d03118b2caf392cb3ebe8b01d3ebad4b0de
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18df0a78fbc2cd7f6181624c6d2a46deffd1d10d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6857775e7d271fca180514b06d82dab26114950
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__gt.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d4194300944e71d7e004721e72d0ac7edca36275
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..212cf938276a1d7ed1d1b10da8795c7cf3cddb15
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..276fbcdcdb65b27fe03483802e94cc898d45a943
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..23faa594ed8d51b32a4f454eff70fcc9f3038538
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d421b3e7a431933b89060e91a6af1a739a7ac607
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d77c841973713b5e883fa5be186f18f6cfac9a6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e3ac4cea0be6f00f90a759f360bea7224aceb76a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..254ef8bfaa8eb88a275601108837b42a309dcb12
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4afd7f9323c821b3cb8d63190f7150e37e32a09f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54fb359dde8ed93ed30aa4e722a6b709dd842502
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc2b422aa698516ae281fb9ff8334e4bb40d4fe2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ce6c6b94be8201b4a191088b5432a9d5790b1cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5425221b04a915c3a8ed1b1b95341ddaa63fc25f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4007cde99dc1f0b1fca9d05bf371f2dac5738977
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..95d665832cfd64eb6d7977dd21d181e018f0cd7e
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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..5cc914a8692f26a870fca6bc72690f1ad700d247
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..1e25f23a29040246f503ff9d8af6b419049cd072
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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new file mode 100644
index 0000000000000000000000000000000000000000..05fc598d384374e37b44aac20f271f00ef21da65
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..671fe95b5e6eeb8cbff1ae18d4e272a27b14a607
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..b0e09059cf44b44f54fca54c00457304cf5a7a43
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..45bd831360e711964b771097429642984557104a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..bf7b89eb2198216f2ab2611abfb5dce36b647d2c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..2af6c0dcc309b144678f5e969c5e06139c74ff70
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..c105519a44f6cdad0de21c6145daa19594d699e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_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_v11b_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_v11b_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..ba1a95579bcc9532c00f1510a56774bfb81ae040
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..a76fc50c26d0feb4edbfb43c3f75b9a91e1b1b6b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..6471e0818d0b1e5753183f029c6fd3e91683b7e9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..7d1f1303805f0bc6a35582b297c3e2fcab4dcc2a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..9c4365eb16c32b2e560c8bf789a59f7208d2dd6c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..7384d82afd3fd1a213cdea49dfe0eee604abfca4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..18bfa06e33f095ede33bdd16c6f2f497ee18be5c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d08159d2e85ebdbfe4612e8016cb81258947833
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..29f755cc0b2e32d04b8f9b8e5cd90e23469a543b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd2b00660880f08b63fdf73d1d93145c1d4e94cc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..51e17df24fd26af74395a7bd3f1eedb8f221ac73
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..23995b29aaedb26f7d627c76ce4390c3c8024977
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..004399b588825fcf998bb81773270f147195a9f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dd752986ff7ac80dc09db1238b57f6f1c5195d49
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..268b7b57c96f5362f0bbb0334364eb06ed2b8f94
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bfa4912f25f48216840302e144794d9f5b6466fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb71087f247df83d578a00f6def5dcd05414ff94
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f2a9cd15c7f2c5cb1796eb7315c160831fbb8a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db089dae00d5986f2062cde591e96d171f766b68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c1f16c10b81c808bcdd6f4bc86cad589cc89e940
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9817397bbe32caf667fa1d97df3c9c910ff76199
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7fb253695bc2b9a0ba3046265edad9add07f085f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f64cf27940fa1e791da10549daae49c6c51a790c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eab1fc8db0f9fbd58f0cf6d75be077c9d46f5409
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aab2e7b7734d8341b114de737ed0801dba2d828b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57153acfd7c2398e230f202e4c0594db834e67b3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd7e29893a538e646b23f9cb0cefd2ae1f505904
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a399a07ed3706ec617a543f156b2e9e58acce940
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c022dbeffa91f0d5c6db4ee5afbff76ae860c90b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33e313caf99b6cb33acba7f262cbc25ffbf25f9b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2629a2e984e07c2195b8e35765c6244116c0817c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f519580eed6519176fd3af51015969b4bc445ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9826ffb397b2d54cf728e07739192a16719b96c0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..97627e086a00ec879782e80fe3b03763605c5095
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59eee7219dd4cec28e806f6e0de234b894d7df8d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0401798851720af66bde531b67486d17bfd49275
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d4be23c3b7783c37e1dd67e7ad959303a9a96589
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dcf761d7811f28fe739890003129848599fa927a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a8c7322264bcc5ddab2c3d33dabc47872bf421ce
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bb7553272af6b47ebfdab4e5f54ac08083e9f964
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..205bd64a2a99e9860dcc0d8816fc0c529f6e9354
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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..5303cac79ac3ee48ac570b84971caebf2f437022
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v11b_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_v11b_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..b389c82da0570d23e8551b272394f1c6064eec56
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..1501b92bc498cf9d8bc967163eeac6fd86dc5ea4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..2df585f8dea4f9efc765fcb256ec607544472700
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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
+0,0.0,0,9,tool,134.861,-9.617,2.821,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..10a320f02cd50c310ba3dadddbd0737055b2f36f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..9049ebe9231b4368417e86d548fa04e0ea922d43
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..d8e32117a5334a64018b2427ce09a3bc328782a6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..8c001a5abf386f3fa83d8e1fe44a31c5c1d1df79
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..61d080b87e66a79bf5f616c5cff8f42d8fdcce67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..bac5520c0fda5ecb7bad0328e668a26e81eb664a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..64328b5fb2252a0c1bbca09bccb07cd8f95519e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..a45dbfe65b30add1f70747e54a8b77ec1b2f0bed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..f61facefa32f0e6a0fd81e7c3220bee8ad657743
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..4c3bd38ff3f5f0d9694607d066ca1ed49ecbbb2f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..4723be6e746569b5f3c33b00346ea41ae344638e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..a2934180e6c9d81160f1601f8b06eab08990c55c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f6974dc9807f4a3494b3497035b86d53c4bc92d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b26bbc5af747c797fdf3a6a72189040ad67ffb95
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef7ddbcb8546c9261af85ff2329e463e9f41da23
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ec5bd726adf988169dd45a21fbf68fc213ef554
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b89b345cf539bf991b549a86c948302e944005af
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b03da6a0612d0357888bd012d1dc10591709940c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c14611f17c329b50562d098be08ca31d1369866
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..612311689cb31dc32c4aee000526e6765e7d016d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99b533561cd272b4a5198d090310ca45ab2af6f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b288e311ad06a767c4e1c2864d1929d142e0843
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0bda306d921279fc7c36c79aeb77f433c21f60de
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..70ffba1e25c75c17439b4771f53ee612eda356f1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5cc9d87bc51a74e3d9d0eae0c514a59d80619e5e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a8cb4fb5c0b843a213f47d0d208ab1a80c2ac67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b7fc84676bd1a52467b74f3edb7023e059ac538
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93fe89b1967a2f0523db438650525d915829e965
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44144db9d141c12eed5d65a303d19f09a3d1c32f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d7124acfb0f8eee0c3a1220f43d5824cefa95e4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8cf9ea9bbe864d6df436b8b6c246e6918d49ffe6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19aabc085bfe8cf2787ad2d7345dd5784f9121f2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee46fc761efd735b5522eed26df3de86cf711207
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..31702b9008ddcf3cb63514ec34e6a4d780629101
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..76e9e0e522cd74c0e0cce14b2f17459413f6978d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b4387c24577a391a5c90f8c1d12b75c95b826130
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c2f9b9f1d0de640f9f90b2c0fb37f57533dd9ed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b5e6577f0b73e5a8879d1ab7364add6d3fdb26ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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
+0,0.0,0,6,human_vocalization,41.367,0.362,3.632,1.0,
+1,0.3983,0,6,human_vocalization,41.367,0.362,3.632,1.0,
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+4,1.593,2,42,tearing,24.242,-3.442,1.905,1.0,
+5,1.9913,2,42,tearing,24.242,-3.442,1.905,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12f2055360dd8de5eb8cdd3298d64d7e264c6858
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,49 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..488fe9265838d1e30cfbe78e52a864fae10ea750
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d83a77e69abf51a660a8e1d48f136b159acae0a3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e5adc678547bf9727b5f920fae3d263db55b962
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..94665be9e06d101ab77bab795a3086de7cb25c9e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b76f32552a79e6c4eecbdeb9f79f07c85e20edaa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..876d998b30b2406f610db826461b6c042ae9ff80
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..abefb8c5be84421fa2e99816c289ed6d34570290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5523157537806c6717143d283d641d63250dda11
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4c49a22fccdc0e723f0bc12493ba3c8f2acc71fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9dd07f0748ecda33008bdf29ee04aff5fe0deafa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_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_v11b_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_v11b_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..1cd416916785b757a04118972a61a7e272281ed5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..9ba96c3346509a081c0a7fb559680646c13130fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..9b2be0a9228bb886b98583ce84a67f5d8fc857b1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..ec76845a4464be2ff6ec89cc6bad5af72bb2f069
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,23 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..282596c811266942502acb75dae67fe7abe0954a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_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_v11b_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_v11b_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..92c99cbc23dac20d8b8c0ab3f99c65326bef9a7e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..cce39a0b2757bd46dd65279496171e8ac5a45f9a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..a4482f027e54d987c72286d28e039c7d4a26f3df
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..583ca97e0b705656a63bc6e7fd0490313bf08e68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..e2226e4d33aa283ac166398a7ee946ee851c8751
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..6192a04e0e384834c361c4b93b1270bfdd77662b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_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,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..0e1b72bf913870002618762cc1fd1bb71bef4e59
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_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_v11b_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_v11b_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..63778aa34cb53d8bb0c555f704116bb5a37a2d77
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_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_v11b_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_v11b_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..37863a3964d5bc5af7b819b1a53bba73f11ac317
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..8a054ee335e9f3b574717e61ee649cb1e61aaeef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bff335dfe4485a0881499fe7274446d24275cfdd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b5fbb4fd32d2e7e2aa1686fae1db512d77439b6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dbee821b0c76f7c98a175e7603ce647f45ff8bdd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b367bd6ee466ed2d701c19167ff0ca57542bff3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50a6b9600aac60ec5853e0c2a2d714ec6b6189ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..86d6184e1b48f27d548235b7b43e867c41f3bc05
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d53db03d27ec7e6da49569b1bc8e7398d1a85a44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e6b1c7ac00aff65fd224663820fa5772b1e61c9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..247b13e5fd495f498fe561e05be9839c68d7bc9f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6f80bb42ea4204ae895a3a29ea0b229ec875c66
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..712168d12db66a18d001ef381be86e8cb0da2b58
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4c4f61b52ff7bb8eeccaf48a92f394c47413370
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..17476e817d4ff2f1d86ae02e10eef905b66df46f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15cc4826d180b5ce202935a5287aabab33a10cfa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe01d0591a75dbba051e8e7d6d420382acc0cb8e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d4e8b6a483f14a952f3053d6e2b1ca7f72a149bb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e8b13f563b03a0ac5a71c58bbb2f40a884c1b381
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..034d75a53720f411d40d1dc72c4302b98d9aebf8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,177 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dbdac6449d1a83f416dbc01685541ecdda337ad8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fded55b47b1c70c741b05d85669ac9ca6cd1b98a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..17661b12428e4c73ec2ad342bb33c81d375b2e65
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75e3dcca799d6b7d616d984804be51727b79f6e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90898cdd6f4de6233aa03f7a85e294be1bbb3c5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9b322a6d7b93da9bebbd4f6932e17fe787b0797b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d96dc3fe4f7615030ca274483e9e2fbd497e9b8e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6e672bc4184814730a3c67fcacdd25b695fe851
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..243987a6743c6634b025aea53f2d2b30abf3e97b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d49a74cb1baeee1b266ab0da560c8e13a55fa16f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8718207bcdeb5410c4c7233d98f662c4f027beed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8901a13b925ef5b819175c24e7ef28b35ca81bc3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f98aa644a554e1394599218ffe93585ed825461
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b221b32f5b5668a1bff1af5877a9ef1e12bd49c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,26,kitchenware,-124.019,28.314,1.148,0.0029,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c6cfe33814f1613543a67455d948f4c6adc6eae3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..90f076f23c886e43a12f232dc0216f9b82eafb5d
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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
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new file mode 100644
index 0000000000000000000000000000000000000000..2776d29f4cd6199edf178b3ff009318a506e92e7
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..d5cad59da8f3c632c904a539df802fafa3c991e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..34950add2a2cffb68bad37d747957e7c247b548c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8eb2eb68a2beac8c33333e2467c472aab13a6f3c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa7fe66650b06f27439f850e3854ce1daaa75f53
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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