diff --git a/checkpoints/spatial_beats_ov1_local_spatial_kaldi_run1/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_kaldi_run1/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a967b95157c9018e4729a418200e3d12f897ca41
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_kaldi_run1/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_kaldi_run1/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_kaldi_run1/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dc484b0c5c5c19073158b0e9d85368f16b88faa3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_kaldi_run1/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_kaldi_run1/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_kaldi_run1/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2ceac274eb686ef625576423589d8bb21e9ef31f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_kaldi_run1/val_predictions/epoch_0002.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_kaldi_run1/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_kaldi_run1/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2296a8aa0617b1c6aefecbac0c2a6fca754106c4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_kaldi_run1/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_kaldi_run1/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_kaldi_run1/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f98fba4d8d2d8ebd331beafe5788bfc0ad6b96d9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_kaldi_run1/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_0000_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_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fea8aa1f2c6e874b664309fb80b6f8791a89adf5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58b84935bb678d4b96fa384ad5f77e8c737ebe15
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_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_0000_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_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16476423b69580aef31fa56da23037fa9d038db0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..51622983cd6d04d305e768669d96d0dda27125ff
--- /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__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_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..feae829f73effb6d53a3800e1f690a3e06b30ac3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa0d1b0928aa9734b252c39f7bc851f7b36b56cf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..425023137808a44b8fb7263ebab1538bf3aeb19a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ecb85dee6b4ca0b605440b2e3d14683d13a9ed8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3378c24b149bdedad70b43b059c56aa1ab0eb317
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c4fdad01525926c101d520f00eacd6d8f9a5540
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d61668321dd2c7b1e94693304cb74f7be156ab7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_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_0000_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..502b657a83f0c1f220af6f2cfc135457a58c3813
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0000_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_0001_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_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_v11b_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_v11b_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_v11b_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..2ed30930a30880b2d078f7ffbabb66c62abdf6e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa2d867a1e9a040f8ee0578993b71d92ba452abd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..abd43714a77b7a63800d48164379f8dea7bd443f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..ec5713da58d25f03f090d2e7a749181b6a314942
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..73d3d903117cad81d026f71045e37a88d530ad06
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..19410d25c7a3ade5a015057cbdde67017c87e1bc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..0a93e9f3f6ea453af7f1396a8e88c01aeb61c3d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7dab153569388b531dcd67170e494da6880169fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..c07adf6791d600f47dd26cb688fb8bc448b90823
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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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+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_0001_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_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..166078045df9c2f182e4a5bf55e6781c6050dd42
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..e3d76fe1206ecfafd8ab60dd784c34cc02e82924
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5aeb2d2b662091e5aee0eef8d1eb77fa36021ad9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_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_v11b_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_v11b_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_v11b_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..056ffe63d4116a637cee919bb88832f31e58d005
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_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_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_v11b_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_v11b_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_v11b_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..d14d8d910e540cbdd2728d8ba90eeb8ec973c0b2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,18 @@
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new file mode 100644
index 0000000000000000000000000000000000000000..768216ca6bd05a6964b52821deb9efadc760fb0c
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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
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new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4ca171d8d897fb67d09cd41baa5a23c18d22ef5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b8c21e7f5a4818d93f4f5396373ff310a6cbb26
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b466fda2ee0cbd5da9370b633fd50da844fcdb6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..872ec4802f9afe11776016b99c6091a34af1bd76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a810564fe9af9aed74fc97e16bfea0481fa105ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88e9715750ff9379b5f2cf31af2f45400868bdeb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f80205acf1acc09baaaf7754127013c6c798fc9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ab4701accf55a0dfef0f515e8a5493bfb0ca5505
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9eb5666d79566245a32e9d2d492f388c8cf46908
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a32d8127f0ff3e482df109f56db7733c36b6412c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7a50c0bd176ac55bf6e66975eee59f36d499a375
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..86c533ff33b8795d2b453b9dca36d2b6d0ac70db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,55,aircraft,59.982,-21.599,3.535,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ecb6caea9b7679dd21449facdea8d78ec433125
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4616a048862c2f3a4647ffbadc159d99cddba51b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..068c2ead0adf6937269d6a82d62eeab320033f4a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a9cc1980be079f3e9e0fb9346feeb7f04a75cb5c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c4ef63a3b80eee2ad519c5eb529ded0f39fe0c7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef7d3f9fc6905cc0ca035cae48dfaa5e08b2e613
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bed82c9cef9d4788bb0e9abace32112331507563
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,177 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ab4889d8ca702365351ed6db1621369a62bb2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b33927f88034f1b99830def42a2c09292ba7546
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6dfb40cb4b5f8189f4f6db1873747162c633ed45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38ca9a1d6b8753a51e9a7d11c1572a1b15bd8a34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2519f992fdde9e7056a38f7d6cc8af587007d13
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1dcbd9ad44e558a840c9df303a857e712bd8e15d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..78d57b8d03b40bcaf292ade22ab9c49c48b7566b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7815c41552b3bf3219c5f823bbd6703d6b7aeee8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4aebb40681548fbe13ac795e66364bcd4205cd1b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6888588504b04972ce7a2fe1be52cdead1081db1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90532c3c1478a3d379182d0e444c6169bbca436a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..341ae055abb07d9f7d722ec7510e08d6b175e520
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__gt.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a67899ed0630a29c7d15a455d1b1337f3888bcf5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f730eb005e39e84420ff6efb2a33c1b490a085b7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_0001_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9b10fdb6c14534fa7f07f8cc1a1c23c175415bf6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..91989f1e2ad284c6caac20fdf01309b1460035fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..30ce3fdfa36329eb5593a786dde232852421a3de
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
@@ -0,0 +1,34 @@
+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_0002_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_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d19a54b5c93f973f5994d52427f2cfea7cf4326c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7cf3e445385a93a5929031b754b86acbc661063f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..542054c1afee315333d04e2145713df8f90fb9d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e03990b7528b82ef54a8d1661c0944225a478da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a61c371f02aed77c3e98c9d4a386c1876a3f00f2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83dc5663e5836a8a56bf32114698834d22d64918
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_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_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f0ad95c87c3ed9767237d47b3974f9c97105cbc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_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_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dc6a4c71bb40b3d76e710da81d35285a204197f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6662dd094cfd37f38a8ea5baf9085692f1691d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24b606c5f6a46b159755b7eb308a2da162587e75
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_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_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e1007e44a6e4330a6084afe92d1850eafd0ab0f4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_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_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..882d0b6e70617cb1e5411ae541ba63ea5da2737a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a35584709ba4eefee61c67d975f50fac6a22afcf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ba9188ce893098865c585e20be19c70f4a6372d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de9d55d60b7ac63fdeffc40af2b172f2f5cc4d8b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ab2f1831fa297b938932ca5c4d238ee4bed1f78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,11,war_sound,19.612,-35.907,1.459,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..522ed80d0e21cf407967a20e49a436ca39f4409f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b95bfede9074bfd6a75c1e07c95d614be2c73605
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..842270fdf9bd91755b38bbd74620423fa95f5926
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_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_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d7150fd8e737449b993ea699ac3b3e43c1148c78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..771de14cc72fe998d5febe8bab82392ba8eb5963
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc846c23709dddd2a6c07cf566eafbb885d5a875
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ac7230de403aeb2ccec596dbeb99e8456faaecb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..7de0dd274f947df7f4478a50fbe5ab61cf644a7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b17fe94816a3d0bf688e2a4254a73755ffdd74c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a82ff0247361c1bf2e14645f2dc89bb4ab80187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed967fa79b2662fd69f34fcadde201bb1af3c444
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a832bffc8479d45cd0a833fb0718617af578b83
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be087e9bfe9818550faf9bdb834efe57ae32040c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2a0624db2dd2a7368bdd2444026456a34c82953
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d35008d1a3202025eab6ac212af2465193efdf1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..514253c7ddd757995a67c9a4046ae5fe11f9c07c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92a5ffef7ff10d69c0af9eae3348f2abecd7a6db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ecc1082aad9386de95f8ff8895b55482a181bc36
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0c5c36767c8081db82ba4a35f6d18be6d034ac0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e1e617d0aff54d86a7c1ab04ebd90363de61e71a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f80205acf1acc09baaaf7754127013c6c798fc9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..addd444e30901f37b36fb4b9198077526eca76d8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e2659dfff4109876309bfff6e8dc3492f848f22
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95a387f87e51027d8982084c66b612feee860030
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10cd5e29ba16bd2abd578d1c0333eef12010aea6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..63dc7017dda03a9a5abf93271e59dba50f77b4bb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e517cf92a2162078e9ee69b2a9bb83b706480785
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e1d2e75f82ca59435ef50ee42beacdeb0ad1ccee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c984de836e5645ac4dbbb3875fe510a1a0d08053
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..01fa727fbcf854100adee9dc9e3a8bd8b8fbc5f4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00105a5b432912a0187c296fb4424acf5287e6e9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90ba0732a2604d4562e7636351e8f41fc199fba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fede51d9bda82de39dbc5ece58e4b0b1644df55e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89f3d7242b505fd765f3ad12c856d2ffae680752
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da8afcf840e8b9a3c159a7225bd6799e9b6b0b9b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f91c001944b5dcba03290bde4c58b16e419d4d47
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bceb51b40df03d51b4fdba82fb9b8dba9f0d5c7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12b7cc57d31fd24c48f0f478bdab285bd038fac6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77a8c28becc6acd351d0d4974e7c70a4f13f5e81
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4639ebdbc9d366f900f69ca00008bfd84306d081
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08091e3870085e4144c6f1235b0469f8402716f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bab1aa7e12bf29489bd058d96113b1c7e254accd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,177 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ab4889d8ca702365351ed6db1621369a62bb2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e1bb7049c7b3cac5252b6a522db6a2dc223a997f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c35dd7e3befdbcde4229c622a6f2182be445d913
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..beb293d7c0199fb9e65025833143740cc1ab0da3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38ca9a1d6b8753a51e9a7d11c1572a1b15bd8a34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0dd11e20a27c74ed4ae3f256e8765b01ba76d37b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1dcbd9ad44e558a840c9df303a857e712bd8e15d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b09c217fc6be57a0cbf20c19fe8acfd12086b418
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b265239a808609ec1b4d84c06ca504fec11e8a05
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d01edaccbd1bf7ed2ecece95522de238372f0144
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0434c9c6796abdeb833310c9cf4b7ebf671351ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..07dc8e3eb71d51f518efc4cba9fa6f173f795fcb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd8528835da4820f3e7952814baeb48ada31ea98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f014025472986471c4c665c149de89c32e76c97
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b3df9971d3290d4709d3f5430e7356d5145cc76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..67bf0e0fe3e36697ec0d63c43c11ccd025e99125
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bfbaaafc11bfcea97af499dd17bda574c9be803
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f703508f17a30ad16e4606cd5a81576279bb20e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33ffc3113cb1a48a809e986d6d41ddd4827b9cad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c9cf9c0e30b9a4500643a5a45d0ca3b0d24a6294
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b92937c9a3a9560bd700c9171695dd1ccbb498b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..60bb921a0ac12318b3ce322fe0d84eeb19ed4cbd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8de47f55f03d0c82e304d2d9a236e07ae8e13d3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9bce788651913a86a656411137b910ab900f8a9d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7ada4df065955840a2da34178c8a3f3b80d4d2a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5602b6de2813e164d9799c5baf2dc8b672179fad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_0002_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ab75576821fceb95c686bd7375674ce9039f19f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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
+0,0.0,0,30,door,-113.369,22.565,2.093,0.0004,
+1,0.4,0,26,kitchenware,-109.806,22.272,2.018,0.0034,
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+5,2.0,0,30,door,-105.275,20.812,1.884,0.4336,
+6,2.4,0,9,tool,-105.101,20.707,1.864,0.6445,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_v11b_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_v11b_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..05ce935744345583ec3a8e46233cdc71f56c4669
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..87abb31deb1e35b9d723da1b62dfb757a0091eed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..aa227e85d05e9b7b898f96367c365a4244d1462e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..fc440fa3ca1487254c6c9f48bcce8ff3f42d9953
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68e9b6019b40efb88d1cf04c00c2756f47a9ef2a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..266852b94a32e3e4e027c7dc7d453fd9657358f6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..c9d5f87d2445eb32d1a1dc62dc1ad428cf7aa20a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..d7c32e788bb8760f0aa712f775a916cf2ec83bde
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..cd97c487b22a9b2a5b64d7aae1b2c5cb0a20c725
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_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_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e9685b0b131014a6568a759e9b76fb62c6d42660
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..860399f62f67f847b43a7d6ecd1cd8173fb3b980
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..c4734f99ff01f4bfc0fd208f32a5c3cabd5196bc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..f9ce3eade358a80854d6db962207eb2db49d6fcc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_v11b_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_v11b_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..cb2f1bd7745d040a6c466463d699bae518825702
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..dafc082b5d5bb410577ba15dde21db806574f6e5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..17863ad633aeb01e4bbd71749a0c3c81ab430109
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4ad376cdc3d357b5eff6b8a4712be1d38f77e7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89123d7fec6601ef348db4c75b1d214ecd651448
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c59746c6afeadca57c51701df94a877776e3337c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e37376f67655e9b02e55d3e1b848e57f31b62376
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9496224390aa55d7dc93cea09eb18bde133e7799
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3acc61610ba759866959f0bc9e5174986719330c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..31a46941245681e6d37b762dd4f13d41f0b54a83
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b974769dbcf08463d34eeb3188c60711325de6ce
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a6d22bb01cb83754dea1f49a762c39ff9c22392
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c739ff2aee562142370e2f4e16217477d554512
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eea9aadcb35f4edbbebc458d1807a8021461f715
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4bd8770758b25e509cf7c5c1373ab77258dfbd4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f8d0e206e0f04126ca3f056c947c6b9caa0c9dd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..67e47ad56047913a2a052d30820560886aad9de6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..058d3e08f0d2019b61645ac9f4ec69b658779684
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18242be05ad4776e59c634f970c07968297414bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..892842a9e63688bf67e0d15f8880a13f0802fdc8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e290042c9302238e0b847863a82a83644a60b25
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c140cdf263af0a7c72c44cb7131937e6f475a053
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..97b6db7bf00555b63489cf9428138e151d4fbbee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04e4427b4f5df91adc3aa61a7c2150f69a9f7114
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d6857df88f4373b6cb54741864c34d16b796cac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08cfc20445b3aec92bfebe822c765b33a0a48d9d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6ee488cc21a2e5c4c81478ac2bd3fdf0dfd7e2d
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa663bfa637d85a05d815ad9cafa3c7766567d97
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ab0c012db2431476212a8a05521b9578bf8284be
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75ea9ee62952273ecb6e6807c946a5cde6bae925
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ad6b77dcea93944d13b0942e4c09b9ab1824d36
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..491495e2ba9849f9e466f036b66ba40e4c6aacf8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8733ccb6ad77f9652db7a5aef9a082876bde7760
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b195e8581d60e22d7c61a2bbb135dfb3f0383a53
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_0004_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..64e96109471af88eb4673bf38397553ad54f1d84
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1af4dd0977c1baeb2e6cbfb35444f4332d578db6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b1c770d0b10a7df90629a513adb096dba060befa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39ecc085d35c34be49da9496fb88b10734bba493
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..3552b31faaa3d64302ef7f252d8f9fc96d6b5e8d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a3fa8f2979c64da1f321737f3e78023d3858e40c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..e4c775dd9e542a82e1353237d93ef6e367dd93f1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02080741b353cd36e6d3490aa1ff466cd7c11555
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
@@ -0,0 +1,33 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
@@ -0,0 +1,20 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+1,0.4063,0,7,keyboard_instrument,-150.313,7.255,0.999,1.0,
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+19,7.7196,0,7,keyboard_instrument,-150.313,7.255,0.999,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..98d474c7842bee15cdddabe223c9028d47e9cf8e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
@@ -0,0 +1,105 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..1b831707d82f6c30ad329cdf57bec4a10e6afc32
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..c0d2177b9c053422bf0f2c73af6b16165b2f3a00
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..35020bc12353cd856c0e1bdeb1990b69e072f52a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..2b249a701c0f9858a42e05f7ba55adf519da1fae
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..641ca02b4787a7d2f8b5fb673128bac1ab6cfbb4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_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_v11b_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_v11b_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_v11b_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..36843e35d5720d325801c426923488f28e3ab343
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..6e5df6366fea8c0eb251fee5840e8288b8145bc2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_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_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68ba03005b71b4738cf4d119ec1bda65904942aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c58ad87246f6f8ec1fac7faac5b6c148af40fea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..569a2bcbbbbe901093929e4a48baf0d282abc23e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89a472c9d73808d14fb7ebcbecad2391a806801f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..60e385de01b621ede90560540967df11661fa7f6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e7a52b80d835588fe4c91b0de0e54681edf1c748
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af21ae29ff037fed8fb1e3b58a47b9f1ea6a2fc6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc0ab621f5249912f40bd3e0f56c8886eb454319
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a4ca5eb76a6075fffdd32072d353220548e0a546
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b71779b4da21d6a04d76945bb965de9c82189028
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3afa503dfa6d8e13ae98eba4397508329edf3063
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e00fcc8e63f68d152141a96b5253c0f271191ff8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..25a376171dcd41615fa86c491df3cbffe563ef3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f16ac5e76e48924a7bfe28bebe116c489f1405a3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0dacfea855e30b73a44b6cfb9aaade20940dada2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d221761ee4820c51f22464c2f575f50d78498c4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..07303ee24601a8dc611ceb9484bed3e610410149
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4efcbe4f09ffe5e9ac8dd0590cd100133c002e17
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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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+12,4.8,0,35,insect,28.569,6.18,2.651,1.0,
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+47,18.8,3,23,telephone_alarm,28.673,3.558,2.959,0.0103,
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+49,19.6,3,23,telephone_alarm,26.294,3.157,2.959,0.015,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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
+0,0.0,0,41,singing,41.511,-4.921,1.041,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b060b1cbd849766036a833005c96daf8170a3373
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de8fe12971706f4aa5a7f90828f96572c2329cd9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c23848e1945339e2401ef5608c49cf831d685dfb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fbed28038bbbc3e27a22c508b6aba599bcf68d96
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6cf9ce8ddf9f5e02ce4a6544196d7f66fe7c988e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad166354b6fdf5f36ab1f51c0f6cc2e4b396c13b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b159a750572d503eed0abc5bd2a3bb8d883c0ea4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ce38b410fa64303a6d7e9d9f05777d2e9abf99e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..539b1d7579d53056cc512ab2c897d4a34d08685c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7b6ccc6f6818336e7b6db2c7d7e6e098b79eea01
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f580de5062042106ab3830c95ca93bbe76ab8719
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9df381d979e5d4b03b58e7eaf297fbd03e1755de
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_0006_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bd8ad5fb85943556356340daa14628dee8679c9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8000f062056cac4ea199e025289beb7631f3901d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0907c47393f9e3012abec97630eca532e5908d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_v11b_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_v11b_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..4e457275de0a2bd5b6d5709dac90af8e21bd7ad5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..01cab2793e75656779883befe6cb8d39b27e6544
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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..8b02af4318d14637df0774e496eb307f973e57c2
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..a6039e47cbf8fc162927807f7f92ab49fccc0c9b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_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_v11b_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_v11b_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_v11b_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..73a2b2a97941d90976d622f246c8c82b26cb45e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_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_v11b_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_v11b_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_v11b_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..4b4f1b85040f138880ca7a03c0b81f16bd28c9fe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..144210e1b42315ebb398365e0792efe3a337ad71
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..616d25c03c26952c1b75bf163ab6b41ef530b5bb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..dab22233f7a6069ff910b25fef94007dcc11bf6a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..f23965c2573a1be244af740fb9b36ecc67e8df51
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..404ee0be9ca300069de5213195f0a0eab15dc6a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d3f3675da0d6be465281a5c191ea879814b5d28
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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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+0,0.0,0,11,war_sound,43.236,-30.502,3.012,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..8bad241f780fead8bc280e18fcd8fb2075a3f9cc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..09e09c2975765466554b1a05ce2ab7cbc0d40f36
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..42eec08b19036ac2bebfef3b27a6036e31751f5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_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_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00cc863781baa433091d59e1fcdf2abb67ae0b62
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bd2992bfc8cf3a89962126895da4d0460018db0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..46bb5fb649e989efad9f9ca5ad90b4264971f768
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc8c12b7dd15e7761cc2fb7e7c69a8ff74d93396
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4403e3d68c650429af8b42daf11436a5f3d60e00
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7395068cfebf040b87a4bb0b17b8e8e81137ae8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c0ab5a3b45601c0ae9e618127c206242184e843
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4fb2e4af91907be8643abd54067c3ae391efbe56
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cba7d4dd4848765a44d8721947219278ead9e9fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f30adaee938a04f8d75b11ea38a414d9be98366
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bf426282f944486ccf42cf880e994567f66ccdb6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a67f486a3abd6fd31f0056b0361f1655895e5830
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d8d2fbbab8e8f30399bbb3f2942f387f61b43d06
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..05f5ef7ea55d771df327ab45e0e7a3ca328d1f38
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c35430f9fcd8cf225a5493b9373916f5cbee1772
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f54366ee6a7f57459c6ba877ad6f2c3d04c7fa9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ccc0051a903ece2cb44431db15280e6460829401
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..85b9cf84f3e251db02179e3f525ba44c64d5b51b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c422ac76e193b086373cd4ca9dd10debb4c6f60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7ebea59871ec8909e7c3d4236532263cc6278480
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9462013641ee0c424d15f97fca1949073fb10041
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d0b833c42712bda473d574439aa6113c6f155b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..772cceae2c00a88cc90df7fdd75ec1edb35c7ef0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b9ecf4f9196ed4fbae12e0333e0929249db93f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac75d08e5eb8db83b9f025265d1c7f121d9a0436
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e7d9c056c82579a08b95f1ba21eba7f19f7b245
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e0b0d60d2481c1a5e837f10b29327ad1c56103b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce377529601b9f2c319f64e6b2e83fb94229c022
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..72b8f2c8634f894313f78109025945bfa2c37d5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_0007_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd1543d71a13a5fc5ccab6280fa44afef81e9ab6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e8463f920a6535a16076f1fffec6687c62e22523
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1fdf90dd784e2e4863193f14e482f6dc986e635b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eb64eab203e7580a7272e23d1395e25357b178c9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..bb0a6f8de33470d5d6343ccbd0cf531d85fa2c6e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..b0dd836fe137ac9476f0af4ab38de25b4fddbbfc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..da3cff8794b6a4aff41adde1f7c773596d06f526
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54af341d634313e9d50415e6c1ea48d9f53999cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_v11b_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_v11b_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..9480ffd8f39d6d6cb5501b4af32ea20658df4909
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..486fe9373cd2778437d497eff078b9f396db2412
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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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+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_0008_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_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..829b4d1c1608c27be5fa5976e9597b4b48315cfa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_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_v11b_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_v11b_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_v11b_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..8203dc85878ee0fd433b56c80617f8e7bdb4733d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e0b31e0868f4803f460a065927691a62ae32deca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..f645a23aaf64f2f6d6daae0ad96a49d936d7433d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..e65fa104850fd3c1edb561bedb3dfce909668d60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_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_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4611a66e03b386f16466140ae7ba3354af6f832e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..731c8fb78caf74f24f98658e5681424aac0a845c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..aa44120d97a41fb5dbbf1d9f8f4f7f69e4e4a73b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..7fc7713232acd918ece5e802f8304fd451f769a0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..7c758f1b901d79fba67e7c626ef33bc62bfa62b6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a259d05525dacbe2c980f9ea48596b3a5d231557
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89ba84645623fd1242d7da3e33613e4ec6bf85e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c33f7c87b8fa3e5bd6804c5ac71fbf660895250d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..477fc4f9bf87bd5636a7983516eb4d691df2c8ba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..646317e6269dde3904286defce36ee0854de52f1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ca9ae749ff8dc631f6edba163b8353365f41e03d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8eaec248612ab3c6b12a9749db867616d0a1234d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c333ea8f3656a508ae2915a5ebe7ff3394299b8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3db65eb146bc34da3fea3264ca9fee49f1414d11
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f982734d6a8757c44665e7db695231bdcf98cc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ebedbdcf70f85573ae06dbdfe537520f609e29b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..df5cf7d7280f99ea9eed9c597c8873d9ed727959
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04224d183676dadf032bb797264b530fb915e9b8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a80be7d8602025168637bcf9d352c35425ea27d0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..260d82d652340d679949093584eab841331625ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d95fd9a9733785003dc0912997bd95c975da192
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f6d8e6027830c6202a1b49f7a50e24c7bf4ee76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a95ac6c8161a8a1c6a681ee3502aa3d49b43951a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..433e4c992560bec90401b8c940b2e15d861fe141
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54c349f04700111541bf51d04f7118ba5fb64610
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c88b21bc848473fdb98949bee34cb9c056a4b152
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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_0008_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba31a9935566251e3b054f72b9f330b6db13326f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..533bf91f7f4f56ab5b60d38851d7bfc6fcc687cc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd917d8f36b7716c866fb06f76128c03b80fc07b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d88aecc49cc9beed035ee1c8d577f43565bd68b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee9c3fd8b71401b6ea08d6512d1c9e1f971125f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b62ba33a759ffc33edf5e084fca3d6023e2d3c1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19d92612cea12fac177394d14f2b62d3f4864cf6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3fa7b7f8678af21a125014794624e357b9a15c50
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c01282627030e39f75e447884938ab1bce90aae6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d30854eb0d8dcb68564713456637e9eb05ad793
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb9e3a7107b4055b5d1aace9f0162628e58d7820
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..322326590dd481a5fd6d399672c43e3c2932f8b0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..0cea0f3a8eb5dab801001b973c70887a27553336
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_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_v11b_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_v11b_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_v11b_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..0655dfd96cd665c3f80340ea6499f7f65aaa4bec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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
+0,0.0,0,12,metal_clink,170.719,-14.377,2.632,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..ad1792bff0a812bb005bea570b110e78033277f3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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,
+1,0.412,0,9,tool,134.861,-9.617,2.821,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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..fad83d0ce4de162451470e2b3388af9abc442318
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..1c927b1a0356129ef00d41945b4a82b820e8359d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_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_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cf0c8efc18655c4b2ab84b779aaf0ed09d82c7bb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..80b781a883687ecfed52aa9b96641aeb9044dec5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..4333fdb1be5ff090466b72be9c9a03e94cc57c8e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..9c41ea8af23814b81d23cb040d99e34b365f69aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..7528d266b957ca7139fd34f74290e8694cdb282d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..b151879cc63c871e99691e715cfcae7f6ab34295
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..eb3895245473ab815ce539d786576494bf8c866c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..22a1c743bb81cba2852691b6fce32f3e5193c0fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..fd3db3e72d50bc6c7781dd746ed440ef0dbfcdb0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_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_v11b_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_v11b_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..2aaa5523e1dcc6a497e09af5ce51b71b87c3d22c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1e80faf50873219174f5612763992b640cab1ff2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35c5e9c3a75a79d61321f5a9a3ac9e13c19a9277
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6be462e0c984107de0571abbb4f335ad0842355e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..df8767a67f6d5db86056939afff34abc44aa589c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e0f4961301ef5c57cbb3dfeb7e6735aa26ef2e91
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99928e01101ebf30c67c71fcc7f4632df8cf7e35
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..64732c693e6646d82c25f322bbbe7a6b9bc4ca4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2dc9e104dabb3748daa7c74bbce579389a61e526
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57646d3b190bd545f448444a6a6b45191f27c43f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a21d6e041aae6f13c2ce066f4a0c8658eba4f55
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d37dce4ce3b7c34074ec8d5331728a8118c9276a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a23605b30c7ccf1f625f4809ae18b5eb8771f64a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6fad2a622942ad347701084166d7be2964a11621
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4335b86730bd0ad4ab1aa8da8231dc91de36e518
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..618c9c794fabb42d6892c7b07c399cb8cda66d98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b32cbfeb0bbf99134ba8eae6783329566f8e6a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d2d52f3ef07704c3f00d28ff307d649ada381f28
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..23227c60cbd0412267226aecf2e4c92553f54dfb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..250180903bae5f7899a4c5abf305b54ab838b49a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..766d956c9b0d986bdac5370a894fb9541188cb21
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a2beb15c5d0ea562975217ea1aa09663da41408
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a28dbe65c203da95ba2ad9d9dd8055b6a811c6e5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41aded4ffd5aa52710c7a50422e02b58d194f9ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8889ccd9d860d226ccde52776829277a24229444
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6dc7df2c3383801c91cf0bd394028ba9d8419afb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65797a8e7336e4aaf5314b123d87043535a2a675
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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
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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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24ddedd130f75f3f6de089e9d7bc13d30b016893
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a24c00878122fd9f6f4d89dfa0c534be11895d0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb4cb53c9d57faf453fad376e1cc04a79a712650
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..758ec660630ade8a58257ebd6585bf42f6dad89f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_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_0010_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..533266c8d942ee17102cdf7dff76cb536e11fe13
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_v11b_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fadfcd9fa1e8a05e7703615b593b0024fe7e08e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_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_0011_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_0011_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_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9e49c8abe8c195c53c042782beb34730093e75d0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7cf3e445385a93a5929031b754b86acbc661063f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42ee0cf396586abe18d3ef5820b900a83d543303
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83dc5663e5836a8a56bf32114698834d22d64918
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..73e5dc64e1abe99e36eb9ea460e791e8dfda3751
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_0011_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_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58b84935bb678d4b96fa384ad5f77e8c737ebe15
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
@@ -0,0 +1,3 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7dfaba98530cf125d79c28e8135c7a2be96658e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6662dd094cfd37f38a8ea5baf9085692f1691d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__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__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec78dcfdc26edb9901d383f93a61904f465713d6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16476423b69580aef31fa56da23037fa9d038db0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_0011_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_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..26076cd143c0158ec8f5ed35e07dcc89cb62610a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..882d0b6e70617cb1e5411ae541ba63ea5da2737a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..736c43ca844d897d6707827fdb6fda044bb30d4e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ba9188ce893098865c585e20be19c70f4a6372d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_0011_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_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bfbf0fa082b4ba11066e98b304aa91cff8fa1193
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ab2f1831fa297b938932ca5c4d238ee4bed1f78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_0011_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_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d35755a74c9daa79811ab64d6c089eb12f09d1db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b95bfede9074bfd6a75c1e07c95d614be2c73605
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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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__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02529980f337058ddd3c941adf0e008def91db49
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb5b40f182dc8afcbe015995a4f8ccfd97842e62
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_0011_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_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..771de14cc72fe998d5febe8bab82392ba8eb5963
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8fd35af0e949793905b7d454a0089a2fc8c2226
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ac7230de403aeb2ccec596dbeb99e8456faaecb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7c48c65bb7f12280c4df89ee98ff15e4f401476c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88ddb8526b621e093343408cd2e7c24400514a21
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,18 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce575ed46f792ef9bac5c3c5246217484e219c47
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4c137f5f310229577c53d1eb0c37fc742c2a8cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad1505dd3738c2b06f3a6eefd2f8478f0f0503f2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a82ff0247361c1bf2e14645f2dc89bb4ab80187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c93cf62d112ae55293b2fab7077594616ce262a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..feae829f73effb6d53a3800e1f690a3e06b30ac3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..432ec9a4f00a22040e898a433862b51da89a875f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be087e9bfe9818550faf9bdb834efe57ae32040c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_0011_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b5dced611bffbe4b661f84d031facc1180c02fdb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d35008d1a3202025eab6ac212af2465193efdf1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4d34a33c3640fbf601d386d9d272e5fe8dbfd86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92a5ffef7ff10d69c0af9eae3348f2abecd7a6db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..051cd038e849b42b07219a7b9f4dfc2a00ef4cc7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0c5c36767c8081db82ba4a35f6d18be6d034ac0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7412c821b5131eb7503199ac7c43d8c18c9661b1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc31887ac983e1f537736a7b1aab797484868158
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..425023137808a44b8fb7263ebab1538bf3aeb19a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000076__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..909bef04307c51a0614911a04e448c816a6ca4da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95a387f87e51027d8982084c66b612feee860030
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000084__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__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7af6fcfa1dc107229a09d1f3a30508d62a69b4d2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d739807d0c7fac7e05dfa3350094f6d1d7b82bc0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c984de836e5645ac4dbbb3875fe510a1a0d08053
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a441f8788f26f6ccf04bb1fcf2fb7410e21600c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00105a5b432912a0187c296fb4424acf5287e6e9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_0011_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16eaa123c9aa713c9310d21876ccd007a8f03fe1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_0011_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fede51d9bda82de39dbc5ece58e4b0b1644df55e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_0011_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ba99aa2f9ecedeca5aea5d15b276f21421e3280
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da8afcf840e8b9a3c159a7225bd6799e9b6b0b9b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c1b8a7d4ba01c72ea8cbdf8a0b660037cd85a126
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bceb51b40df03d51b4fdba82fb9b8dba9f0d5c7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_0011_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..262b4151dabee87aa0413fe32a2425419cee1247
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec0ed303326cbcd69a8dea670368ebece373bd71
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08091e3870085e4144c6f1235b0469f8402716f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_0011_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c87edc6a1aae7a714851ab8ca8c2d2ff79d57e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,177 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9b7374f7e564d218955c9a8f7a2230f39087b0aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c35dd7e3befdbcde4229c622a6f2182be445d913
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f2237a72bc7de9549b6b0116a789a12baca9a161
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_0011_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50aff37d9db071fa27cc84e65e95fb04b17cbdef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_0011_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..303bf2b944b19b6cc32a477de8d0e9e7ee2f62a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b265239a808609ec1b4d84c06ca504fec11e8a05
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..708b443c353cc60fff629f81909a043be73488d8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000079__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0434c9c6796abdeb833310c9cf4b7ebf671351ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd8528835da4820f3e7952814baeb48ada31ea98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fbaa57a85a906bf4c12cf30809c39f65b8ffd3f3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_0011_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b3df9971d3290d4709d3f5430e7356d5145cc76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f99bbf54093d5d2dfb7be4cba4a0c7154c6ec1e1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000112__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bfbaaafc11bfcea97af499dd17bda574c9be803
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7cb137c99f8f5581763359697152b995ff984202
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33ffc3113cb1a48a809e986d6d41ddd4827b9cad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_0011_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..445edb39b917e06b6d5c5c4d5e659a06b1df4f33
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_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_0011_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b92937c9a3a9560bd700c9171695dd1ccbb498b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bdd638473e6ddd41ddfae6886fbad01e9ec11411
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..502b657a83f0c1f220af6f2cfc135457a58c3813
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b7014db6d26e1bd5789127b2d61370a8c76b00e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9bce788651913a86a656411137b910ab900f8a9d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ef674be1bd4a58fe4bd7956ae8d066742ad9869
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5602b6de2813e164d9799c5baf2dc8b672179fad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c0a79add8aeeb3064f36e498bd24c0b6e2ba6f9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11b_ov123_exp/03_ov123_top4/val_predictions/epoch_0011_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3b0aaea569aa5ba946855f3fdc894cca75d90c63
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl
@@ -0,0 +1,16 @@
+{"sample_id": "valid/hm3d/00034-6imZUJGRUq4/000000-foa__132991", "track_index": 0, "time_index": 2, "gt_index": 0, "gt_class_index": 41, "pred_class_index": 41, "gt_azimuth_deg": 121.2662582397461, "pred_azimuth_deg": 123.29942321777344, "gt_elevation_deg": -42.34892654418945, "pred_elevation_deg": -40.97725296020508, "gt_distance": 2.3379604816436768, "pred_distance": 1.4894955158233643, "pred_activity_prob": 0.9921875}
+{"sample_id": "valid/hm3d/00034-6imZUJGRUq4/000000-foa__132991", "track_index": 0, "time_index": 3, "gt_index": 0, "gt_class_index": 41, "pred_class_index": 41, "gt_azimuth_deg": 121.2662582397461, "pred_azimuth_deg": 124.49700164794922, "gt_elevation_deg": -42.34892654418945, "pred_elevation_deg": -40.67277908325195, "gt_distance": 2.3379604816436768, "pred_distance": 1.4894955158233643, "pred_activity_prob": 1.0}
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl
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index 0000000000000000000000000000000000000000..ae00b97348cd1a50fd17c4a7831b34d1b1e0563a
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..89916ae53129966c2c0607b3bd952fc77a369cc9
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+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d2b445fc078d11ed521312bd303f836dc38d80ca
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56e41fe2f93c9d08c2a36c5b113d937210bfce34
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a8fd438ac4176d7d13124e61cbfff743bd5a200f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..321d27ec64477707f815d610224ec21ad29e1cd9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fc4d51345da384025114968bc1f69162dffda5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e80ee8f7f38d557fad2f86864fe0532f6b7d956d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19756f7eae6cebb015661c71efa77591d48555e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..53010dab9816e3ef282c3278af736832c9c48ade
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,461 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af407c812b2b88f4c171df01d185f386b34c63d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fca6c95bec2034a757816fc74e20e3122aa1fbc8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8d994575aff627fcae880ce87fd43b5818eb4c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,314 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c25e41d189d3cb4d9073c3fe86cfefc97ef2b67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,267 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..596b7aba65639778606714bff129ad8e89d221f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__gt.csv
@@ -0,0 +1,378 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddee5a39c09d1d12de6bdd8131ee2088600dcb44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54861a25236708e531c0bb9c469c8e74c5e6c931
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..266a04ab3c5e531fd59a872f25f45b4f897ec17b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,278 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a3ec16065a4ebf8f43a900321554b5716be6ca89
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..76fdd9fa2fea919a8ace5262da4a317c862a67b7
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b9b97cee423f02a37639a056cb5d6b390ee76c3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..da0dd63b321c9fdddc19fa3b3f9f4297d8b38d95
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d9fc22a3fd54205402aecb855a175df3778da2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..759ff6fed7103d27bb576fe36345005c0ed79268
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..219ef8c84a2a2b20681dbea76443a4d55fd66c4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd8934112da533bbbf2f48d7fa0a2808b6b9cbce
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56e41fe2f93c9d08c2a36c5b113d937210bfce34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fbb13872d28e87335437879e38911c9ca4ed7179
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..906b6fd1b76c7db4fee27cea36e6c0e6b0419211
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a155664c7145f57eca707fe523206227dfad1f04
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,257 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be2012742319f34b5bb4fdc5926b48f2635fee3e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3cbcb40aff430d90cbc7b1232271a709a299154d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8db3e4013135a96050b81e0e9afb876dc96cbbee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,85 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee78b535a364386ceb214700ba3185e07b77df76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..855c47752a76ce2439fc46c08b4e5710f183fc5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c63ff03c183ed0f34fec15f80bce7f28bd7870b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fb56efad125e769fbfd24ffc922c1ccb1f2d15c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2018bed05846b7fb2fe4adbf296cdb879557248f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
@@ -0,0 +1,425 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3461ad7a999b39057c5e2230e9b79f19526436f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e8ebc72214202a485e3673528c6302691fdeeff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09dc46c49cccedfb98b0faddc839308074780eea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..603e3871eba7105f5ebf5f11979e590b1c413a7d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fc4d51345da384025114968bc1f69162dffda5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b91ecc25bb380219ee538def8c579b878096ae85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..32218aa3208036f727b2a8bcd4532a45b4e89fae
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f95769e38194ee1c74ac6cba00e4994ef26d9f98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..acf1f18f51f36457619f6d0de4762ffeeedcd0e3
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4196f2cf0d28c280e4e604a4b5421b8d092dc3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b5077e63189d1e969d8acb01f5e9d066df4036d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e8b37c0cbb5c985af0a71b6bdfbdedf71682187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..51f1aaf2e4a6eaf32a5cdc03102af858ef3f8e40
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
@@ -0,0 +1,337 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d10d0474fbb9b3fc87d81a14050cd8e18944e248
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
@@ -0,0 +1,115 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a62b5fddb6323ff7666ba2f29d2dc3ae9f6e45f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b28a9586ec7903415a1bade7d13eb03da5a7f512
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,307 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a05a48fbb9f3a9959ce08b21f002f05dd4c1e903
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f9c72ca0bbb68e3ec2e6085e2d0625dd567a879
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,214 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a4dee8502c5ad84e341346c06994d2c80114466
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..278b645826645e5da809f6629c3d4ca4d6a0da22
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5fddbaae310fe83650dd42a87ae1290db5b9d42
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..694e4b8925180e17b782f4baca76d45326784829
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e089bf835e81ce8239f0e2227c9c04b52f1384cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv
@@ -0,0 +1,789 @@
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new file mode 100644
index 0000000000000000000000000000000000000000..11b5deb730245360d1f0fe8063568f5ed0683de7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..231b72cdeac3f9b63ba4f369d2b24ee2729c530c
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..365a5f9f439d2f8152760c1df35e8b65bd96324a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d7173b54be6175151bbbdb0f6a490eceb2a159b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19756f7eae6cebb015661c71efa77591d48555e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7fceae3295d2dab4f9b6a2fa5dbd775b854158f1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,265 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40af9525ece9d4ebb75a4b99cb8b800ac4588f66
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5799141b0bda3199605dc05444f02e97ed82d607
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2f20eb785bf537dcd58d590b4fc43bb5250b381
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,163 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b95b9041ddae1a093e37414e42caa3aa890b95c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,461 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e59d675d4803b5185e3c81a9c5cf92d418cffe60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f35cad43f3addc9dacc718b073d7bca54b7fc7d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af407c812b2b88f4c171df01d185f386b34c63d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eb033d1da746f64b2beb3c5d45ba709dc9117971
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a967216b8f78f28a4bc7c883483fe5ebca7f63fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,240 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7c6c0d4fd49ee0138a5f38ee3f43d26626e896d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d2615cc09838ed9a0c43f8ee2741ba44671cb45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba4a1ad435c6b9a946ac2191e9fb1502084a7766
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f96bdb18896e191348630b8a0ab10536958bef57
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2080c69e6e8a3d2b4cd43cce53f85817c2d61c26
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57c0fd07b3093b78c7134a85d2128b525e67e70f
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..01044d3e8d09dc8c2e26659fc6e64b8ff0e76e87
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852f67b11168ff3d2d412cf7c5f0ea5568125243
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,167 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98a7a8c336b4c263ec3a74a6ccd43b745ba810a2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8d994575aff627fcae880ce87fd43b5818eb4c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,314 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3d879832b7212fc7c2cfa06031e6a56a1618e16
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c25e41d189d3cb4d9073c3fe86cfefc97ef2b67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,267 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..45d5cfcedd41aaa7d13007ff728bb8a8d4766a4d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,705 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..596b7aba65639778606714bff129ad8e89d221f8
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2ae4160259c6a0975349275bd5d690433954ed9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..762c3c96e5c7daa4eb83ae1019945cde5758cdbf
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e2a261943796c50611b1f0842fe15ea099e98cf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,669 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddee5a39c09d1d12de6bdd8131ee2088600dcb44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,190 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b1cab840d1c05ef40568cffb686d4e827dfafc6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,649 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54861a25236708e531c0bb9c469c8e74c5e6c931
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,390 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d049fd6ebf0e35f9a64336d18f6b9a34be74cd6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f002943268b85f4194802f0fa9258ea55b58fc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,256 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..199f33d8af1a56de9e909eede90090dd673c9a4a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..266a04ab3c5e531fd59a872f25f45b4f897ec17b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,278 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5c58dd7b2dea14f73b58dd0e1cb325e2ca0bbdc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..064e3392c21d2c374518cb6a5d73eabf29a4eab5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..72529b327135e8758cb933b4a674df7b70b267ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,793 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e7506279f964ff83ab126bd4fbe1581d5c494ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,280 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39f49ef768bfc107c3af39402a368a1ce910a637
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a3afcc3487e5e29f29ea3e0b70f82d4418d5eb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e3817428a6cdee5b25871994e45271e2c537a543
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,193 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c09e01b396539f17942b8ab6deacb26bd6dd77d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__gt.csv
@@ -0,0 +1,294 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e27673d023b74291517314dff0008eb87b14edf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bcd0a63069c2f78256fd52fdec89ca9726b3e14
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,509 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cde4e765b9476f423fbc5310d0a4787f58655adb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e37669d84a4193437d2f50c14983c6f4d226e03d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb9bd638f7e3af0baa6dfb651184c309fa284d04
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b230330c52889ca8c0e93afa6866314c33c38fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,416 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..70642f99f7143363571e31d2c844c6bf98e56cbc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13c026e2da106a52a6a4a7dae12bed11900f1532
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,282 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8feff2cc99edf930f6d948bb5258e451419d3641
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ef600bf2d8d22ac86a68ecf4e651cfe196761351
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ae2ad8ce8edc86bec03828f580a00219b37b8ed0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..693f1b26f99e2074179683fe081d653a6b3a7295
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c4f3fa9ac624498ebd527cea7ebaa6844f30d85a
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+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d9fc22a3fd54205402aecb855a175df3778da2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..45a94dca9aafe4a354f6edc24bbe682d8d486f27
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..219ef8c84a2a2b20681dbea76443a4d55fd66c4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f875819bb3e3b80a06a3c791eba284e78c36516
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56e41fe2f93c9d08c2a36c5b113d937210bfce34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..230a117ee5c7906a85fdbaf9dcd574ce695d7e64
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..906b6fd1b76c7db4fee27cea36e6c0e6b0419211
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e9cdda121941fdded14104aac7ad441c4d6b2f87
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be2012742319f34b5bb4fdc5926b48f2635fee3e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..079a957c5d829b59119badb1c822b3b0460b1416
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8db3e4013135a96050b81e0e9afb876dc96cbbee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e66fc48c03f2684a3d440296f5370d5f8ba30422
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..855c47752a76ce2439fc46c08b4e5710f183fc5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c194eaae0315433f4bc2445e086530d849eecd9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fb56efad125e769fbfd24ffc922c1ccb1f2d15c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..17f98d794d5a7fecb74395b43200d03c86d7c1d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3461ad7a999b39057c5e2230e9b79f19526436f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f304a3d822afbb2eec354a47cb67d70e1ad8f3a7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
@@ -0,0 +1,301 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09dc46c49cccedfb98b0faddc839308074780eea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eb8046088c72e2745f0facfecbdfea509113b900
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fc4d51345da384025114968bc1f69162dffda5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b91ecc25bb380219ee538def8c579b878096ae85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75b0b4f9a047b2ad313ab99b7a86b12e1bb1cce2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f95769e38194ee1c74ac6cba00e4994ef26d9f98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f64fbe01cb27390e02c29411d9dd73dcce7972a
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4196f2cf0d28c280e4e604a4b5421b8d092dc3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..566a7437a3afbb2c0c95ff958992949ef554d32c
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e8b37c0cbb5c985af0a71b6bdfbdedf71682187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b3be645b7f73844f63e6db7718c937de46a4459
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d10d0474fbb9b3fc87d81a14050cd8e18944e248
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
@@ -0,0 +1,115 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f0d4cd4230b80cca5448856ee54d96fd74c5e2cf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b28a9586ec7903415a1bade7d13eb03da5a7f512
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,307 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58b4a144f908b209110261ea696e2bb592f8019c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f9c72ca0bbb68e3ec2e6085e2d0625dd567a879
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,214 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b5960d08f590d4b95318f0c6c1cbf64ea7e0273
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..278b645826645e5da809f6629c3d4ca4d6a0da22
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..844e4241f5a095b18fffa8dc17623f4f3d8b76d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..694e4b8925180e17b782f4baca76d45326784829
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84ee1d1a69eeb17d0059ef64d7bb05683937c962
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11b5deb730245360d1f0fe8063568f5ed0683de7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2522984b4dbb71d784ea9675b2535a98a8e5d933
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..365a5f9f439d2f8152760c1df35e8b65bd96324a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,91 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7dda6b51ab5db244e6c22cab5e913315c9008195
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19756f7eae6cebb015661c71efa77591d48555e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a513b7bf71adaa57e4b6dc6608baa578ac51fb1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,265 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40af9525ece9d4ebb75a4b99cb8b800ac4588f66
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..819e8e5622274d1e6bcca08fff6d2bfc08d6ad7b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2f20eb785bf537dcd58d590b4fc43bb5250b381
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d116f4773faa0c4f9a26200c4bace9cfde06c5ed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,461 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e59d675d4803b5185e3c81a9c5cf92d418cffe60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8aa819a852bfeafdb350f093a0389c252b01ab7d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af407c812b2b88f4c171df01d185f386b34c63d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,195 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee882dd949c889d814e16247ca2cad8506867fa1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a967216b8f78f28a4bc7c883483fe5ebca7f63fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,240 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b66f18b6d3c9b22cf5aad37d4c744e68fcd5f258
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d2615cc09838ed9a0c43f8ee2741ba44671cb45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..22a9b619516f9ca0e79577467522452629894d83
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__pred.csv
@@ -0,0 +1,157 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f96bdb18896e191348630b8a0ab10536958bef57
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,92 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2dd8a78056f197cdf251474f8943c50e331b040d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__pred.csv
@@ -0,0 +1,381 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57c0fd07b3093b78c7134a85d2128b525e67e70f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,220 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ffd75a914fe05331bad28420c5439a88c588fb00
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852f67b11168ff3d2d412cf7c5f0ea5568125243
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,167 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba37ff11e1d85033e282f2e76b542e64a32e004a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8d994575aff627fcae880ce87fd43b5818eb4c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,314 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ae92207569259622f78f2e7493c7328c4887770
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c25e41d189d3cb4d9073c3fe86cfefc97ef2b67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,267 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1771b003bef9fb603e289124e06c59e031ac9441
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,705 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..596b7aba65639778606714bff129ad8e89d221f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1df326352c3f4064be4e0c9d8bc8ae6504dc4c16
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..762c3c96e5c7daa4eb83ae1019945cde5758cdbf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6433d6404dfdd083e7f434366e0269852c1eedc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,669 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddee5a39c09d1d12de6bdd8131ee2088600dcb44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,190 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c7a8476692c193a9a1b1f2a32c5e9b6dca118a3d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,649 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54861a25236708e531c0bb9c469c8e74c5e6c931
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,390 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1dda80f95a64460e437cbe509267b1da183e0b14
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f002943268b85f4194802f0fa9258ea55b58fc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,256 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..266a04ab3c5e531fd59a872f25f45b4f897ec17b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,278 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..999e9e1d4e844b7f4b3307e3a4562fd4e978db8a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..064e3392c21d2c374518cb6a5d73eabf29a4eab5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,264 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a05915ccbbc9d52cca552fdff01bd581b26af308
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,793 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e7506279f964ff83ab126bd4fbe1581d5c494ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ba0aff0604ea84b85f9b6adefa22bddd98e7170
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a3afcc3487e5e29f29ea3e0b70f82d4418d5eb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e34ef7096c875b9e6f55055d713e23a5be5575ed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c09e01b396539f17942b8ab6deacb26bd6dd77d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba0fe5be815cb8c57b8549e5cc577550b5321c54
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bcd0a63069c2f78256fd52fdec89ca9726b3e14
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e37669d84a4193437d2f50c14983c6f4d226e03d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dcdd52bdfc8d821dd24e24560a4112617aefe6cc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b230330c52889ca8c0e93afa6866314c33c38fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..37bf98e91de9753bc107048230abe45d3cec50b1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_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_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13c026e2da106a52a6a4a7dae12bed11900f1532
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,282 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c714925d7cc903f992908099a756bedd996ba32d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0010.jsonl
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index 0000000000000000000000000000000000000000..2b41ac4fea07c6cb1f136446c075d629da130f07
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0012.jsonl
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index 0000000000000000000000000000000000000000..c68b752a51f4016f990ad2c9abb9849921657075
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0013.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..86883b9ae6f57bc967e35ef87fe4b9fc7f4883ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0013.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0014.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0014.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fdd5647d0a6881d2b923a033de41460797a7eb46
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0014.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0015.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0015.jsonl
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index 0000000000000000000000000000000000000000..cf13f450254afd760d3a2e0c8a64ccfeefea4ba9
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0016.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0016.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bd04a74216ceb735cc8b3c3117b59ecbd596fdaf
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+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0016.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0017.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0017.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cc956b02dd04d05d1bc38bafa446c2b838730e2f
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+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0017.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0018.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0018.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ac6139577fd5ba4e4535667633659efa4fdf3e60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0018.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0019.jsonl b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0019.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fa46e68d8db28790f5635c8c659b61864378a97e
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+++ b/checkpoints/spatial_beats_ov1_unified_v13c_exp/03_ov123_top4/val_predictions/epoch_0019.jsonl
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