diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..eee4ad781c122bab51812616f88d17644e277ba1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0d9758b0072d4fa850d56b5f1373c47262f34b61
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f5cb7c10edef620d1ed686f5adabe6ac7278aa04
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0002.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1425f4ce671ea25fc6817ba8e83a41fdb60c4e4f
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ecd2857f8d92151873437f5d231e2cce1ef67e5b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..65f606bfc1d41afc5c09801c541dfe75bec3be26
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..32b62a6e85c841eac1bbafbcc1947ef7923de796
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bfb65266486e26e8bba07a9fc76cb2a3f6d14ed7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fe26df22d71b5a4dbf04d86079ccdee6e0f96767
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..80795e0df02b1780eafecfb46cfd567fcadc9071
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5c93c4a5a8c186a9ca6029219a9a0b773472e301
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4aacf056e09dfbc6ce3f28b5ac68fc3b6777de3d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0012.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b8ba2b44965eb0717b1762a38c74c142410e5b85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0012.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0013.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4705d3ff576b85ce61a35ccb328804ef29d54a98
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0014.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0014.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8f3042b0728b0f542e0ebe9712a415aed8fa7fd6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0014.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0015.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0015.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..50a53e8a093ee3916f5b205307521604a77b7341
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0016.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0016.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f7c226d207f647a7c1298ccec226b1e19b484921
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0016.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0017.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0017.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..97d4423d21871deb2fa42c057b4eb1159980678e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0017.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0018.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0018.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..966d6e4de52488cf5818fc45e3884e68c723a133
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0019.jsonl b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0019.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9bf19c4d30289faae29d29abc324e6ad498f59eb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_run1/val_predictions/epoch_0019.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0000.jsonl
new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..78bd782a410a6f6e0fd3d324b8162cb3965fcaec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c0877682c6628879dbdaee597e743501c1580e69
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b65e9add59cc966facad388e8f69338b2c279409
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b96441b0a371c4b7d9d3ed55257b292f0de36550
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..590045192f5a8fa013c48a36e599ed62b31d8519
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4a3c91d7a10e6447bab30642752dce113fa2d0f6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bbd4f6ad0e22531c35e49f4f39b856c0c5d7b358
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/01_classwarmup/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..78fec896428bdfe96996fe9cd8a1601228924697
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bbf8814ef2569183e149c80e8e6defa924f6685c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ec596818fe13038a237c9dd5935e2ba8e35449f5
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..810d183e8aceabb04b1fb9a274687d44a01c703b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1360ee80289bfce9c4dc87fbd9dfed1c1b79adb7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8863106a62b1aead848d5ce1cb09babbe649b431
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4a2fd88925fd846f7b6dbaaa01aa3be985c14566
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0007.jsonl
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index 0000000000000000000000000000000000000000..a9fcdc4f93f1906f01452c56a0a68a03c22313e3
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..47c53d3330c7001f08a7693dd51cb719865e9d34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c1c411ccd67ec7b6e4ac38cbdab6499a47cd718a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bdfbdf5846f6c69b71fffb8bc06d8af486b82c12
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0010.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..468ab47812e987b823c3d0b30a7151fcdc7043e1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/02_spatialfirst/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..600fa27798aba4df09fcb45e28d8ce95e5b3ae7c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e8406005c73c07a3546dce42269915b0e124913c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..92fc5dbd9cce32ec5b799261c61e4bd555935c63
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1a154d92cc911b118ace94dcae71a4674b95d5eb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..82f09a1e3f1127ec01690fb3dac7fe4de2417c9f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..eea34e5370f46e32cc8254729631b2dc3bcdd310
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bb303a7cbc667a8b6199977b6df552dcf7f495f6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d205ca30d01b673c014d5f8e93de5080fd3fc942
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5f330f4ead49f30080b24a6c71eac3dad7180d07
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_three_stage_v2/03_balanced/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ee35c68aa1f1136b355e9db22ba505d0ac0f4224
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9cfeddee8443694af837f690c6644c9ed4c50be5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..faa6f655f2d885595dcc59bf9dfc3a5230e50a27
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..561818af35f6e8bbbb9f90bced1cad8cca9104da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e42a20d8a61995259ff2f58889efdd9c64cba88e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f25595b00ff7af3a94299417cb9cda5cf231779c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0005.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..498d9f24072474ae4d776ad714c76ccb4b46a57e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..475ca54c81d8d726643192a32a3bef89ea337936
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e2ccd761b13cd99e9eb3b5d628461267d51bb457
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2989d55cccec3c0192a7a762a53a4579fd8a83e1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..18943d2f0dae7c17d097c6c3fed5b58f96911714
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0010.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..181de2db1455b8f0c22260d0cebaa80bd4b956f9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0012.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..25894e4d7548b6d095a0e4292717d21cbf2a40d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0012.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0013.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..32654aae23959b870e6b622b2fa7ba2f2ed7902e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0013.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0014.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0014.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c2c3ce806bf5722ad88a4cd602e51ab515cdcc38
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0014.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0015.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0015.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ea5b9d996581992a1598d911262f2a0ef6a3bdd9
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0016.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0016.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..295f8a1314ddfeb616d345cdc79c6fbfbec62dc9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0016.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0017.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0017.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..56d2d1cb0e8745491594f77e4bf779d7ddaa7d15
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0017.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0018.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0018.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8efcba090d7784d9adea04407ef6714e9dece3e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0018.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0019.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0019.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3553a51464dfc9ca613e2e2b99b974e1049798d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_beatsfrontend_run1/val_predictions/epoch_0019.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bf5b61adfd5df01488d7348a54f5daeae54803a7
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..717ea89257efa3255bc175fd064b0d892d62ba42
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl
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index 0000000000000000000000000000000000000000..3e9e829fddf4ae452ac91e2b54208726a2483cbb
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl
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index 0000000000000000000000000000000000000000..57006b5687b186cf207fdd72bdf8bd128079e42e
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d9fc4fa6f1d16f3a63ebf04caf342cf228f50433
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl
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index 0000000000000000000000000000000000000000..61a47ff1296eb821bfd4faf26e85501a1b5edf71
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f518e6538ebae76097be8214c00c775feb7337df
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3ac75078bacb952a674da969969970b15a41f5dc
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl
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index 0000000000000000000000000000000000000000..21de9ca5773f33d3f3e7733c7894ed1a6080fb54
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010.jsonl
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index 0000000000000000000000000000000000000000..272fcfe7201a60a94b3acb85251497b02f980284
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0010.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..34516aa4ec5bb9b898430ffdb1c21a7e1ed06f49
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0012.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0013.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0014.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v11c_real_balanced_10hz_exp/03_ov123_top4/val_predictions/epoch_0014.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dfe455fe13602cc535f1976bba347fe0c2ee0150
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f5165c726923e99aba1bb7c232b57d898a796721
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f5172930f9533e38dca39206bf4735545563f3f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0bde621966bff302bb65f40efedd616f1637ee64
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3c02001218fe7c667da468421367e9bb1db94d31
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0004.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3b0de70dd4edf291b8b884064682a64ee7132498
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ad75ecb5415edcaca26f16dab502d9cfef738e41
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0006.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..108e9fc042fceda2ac8966cd20503a2679f1d855
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..02e40af9bcce6ca4c4cd095ce197756b5fc22ac2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..48802e2b91ae69c5c535cc87dce129fa163187fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0009.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9c134c3d58e71506587e4c1172cf1ea0bcc07962
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0010.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..88a31ca0d2f9e5d654784066bc249154ab3471c8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/01_classwarmup/val_predictions/epoch_0011.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/test_predictions.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/test_predictions.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7d440703ffca953429e507404bca58328b02ffbd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/test_predictions.jsonl
@@ -0,0 +1,1800 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7859b936582dff6c6ea18bcad441e05f1616dc9f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0000.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..05b9863b6a5cd7c634e1c52c71251a5712022fe2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6636aa1e7f01ff4ba37dcef1745b7850b676aca3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7554d3de12ae44a8c383f6a4d90d9b867dbc55bd
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..76553ed96e4ba9759b0cd3c90e60f75c3b91335f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9b964ad8bd462528c61d545a26f89beeb000d166
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0005.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3019995efadb949de8ef5397a82f457cfdf273af
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ec163911be2469525c3c20d183b2ef420b7c094e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..88a53471b745f0e8aa075f0b0da43bf2d85c9e01
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dc83adf5e20dc09667d7dc66dca1785361c314e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..36219f39a72854ba2fd9e02991658d52371d8d8c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0010.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..da52e950d2d49d1f2e83701318b5572688182b31
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0012.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9ef0d34a18efa6f01a2f0a904adca98923c29899
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0012.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0013.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..71985ff0ed0e51f17adf0f9999663bd329935fea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0013.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0014.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0014.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..17e6bd4f9cb81f672c15284866e1a9bd3f2137ed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0014.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0015.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0015.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d2109eb3cb2f79ffe40b06aa7a8258c3c14e25a7
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0016.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0016.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7a25dc8085c44f8992d55264b9a32372ae8026fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0016.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0017.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0017.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..34795bb25bc291b2e7a1cede3de855f0c04c14db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0017.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0018.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0018.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..32a2d87a531e3329b0194e2e9f0c54f3eaf3e24f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0018.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0019.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0019.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..15175d6ad12fc5639febeb3003077c23249f1fb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v2_exp/02_spatial/val_predictions/epoch_0019.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v3_exp/01_classwarmup/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v3_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..febc50da84fb8ec3ff29a5cc97d32f94edce3cde
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v3_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e111f61181aaace6805c224a8f8cda96e6bc5cd6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c737a2ce39929ee753cf8743dfc650575f8d46db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2b6c2a6f6ef516fc0e75dee7667273bfb05fa862
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f88951e9d6fad6092849c7ac04543a19cadcf32e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b5ade13b424ec2036d22515b6c60e0b5f8606799
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0008.jsonl
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index 0000000000000000000000000000000000000000..64add0e00100bc28671e5362877b3aaaf70ba15a
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..87e802c6eea352af4ff6781afb7f21254b6fd310
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e4b28fd73278e8c043604a8d9b150280fb4ef538
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0012.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0013.jsonl
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index 0000000000000000000000000000000000000000..e375d3c505e529050a8ab6ad71d0da82af8bbbbb
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0014.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0014.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..852f2236170f786b5a5a998c62f01930b51cc36f
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0015.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0015.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3c0f29433d8736e6495439ed351cfc835553285c
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0016.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0016.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8b85361ab27a449a720262f0f351de06019a5d8d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0016.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0017.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0017.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0018.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0018.jsonl
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index 0000000000000000000000000000000000000000..86b35e7fefc199f969df757dce68f93473b2a71c
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0019.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0019.jsonl
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index 0000000000000000000000000000000000000000..4d2a4c370c66f104325355a42c5a45f525881eaa
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0020.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0020.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0021.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0021.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0022.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0022.jsonl
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index 0000000000000000000000000000000000000000..147c0e592d33adafc82fd0aac2d0e0577dae84a7
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0023.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/01_classwarmup/val_predictions/epoch_0023.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..678b741cc9bb6a5f99f68fc746fd02f86ecd8957
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..014344e118941b203d2d4194d4b5e74818b7cd2f
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..158db64a264d7cf53e4593b064109ac91655cf10
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..22b8bcaf2d789947e53f7b85efdd2cc3bbf6e69f
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0004.jsonl
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index 0000000000000000000000000000000000000000..8ac0424eecf9c8ee14a8eff4659b3bc554e0b152
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2395e1b33e5d2c4940090f86b8c4f730949e7121
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b47b2864f7b926b10cb355565ee2aa148f2696d7
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b8ae90b82b240093a86c8a2882d2e30ecac9ee6d
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0010.jsonl
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index 0000000000000000000000000000000000000000..2614d489553959ac2c483bab8bab147e501fbb7d
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cd833d88478794aee16ce7ac276b5e18051f1ea9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0012.jsonl
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index 0000000000000000000000000000000000000000..8e8bc4257af7b262bbb9f7bf9543de411bcc2414
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0013.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..30894126ec39ada7bc5da690aa6e25222e952bb9
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0013.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0014.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0014.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0015.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0015.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1707dcf6a3c59285bfb5803719068b8fc8e80d87
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0016.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0016.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..477ffdbff43911e63f7eefba7c77df077104764c
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0017.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0017.jsonl
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index 0000000000000000000000000000000000000000..58171bce760d4ebbb435d3c3d432ff950be3dc29
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0018.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0018.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ed75e6520c4f5dba169424a289fe516147d96ea9
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0018.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0019.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0019.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bf59c4803e492d52f2169ff2cabb091feb9b2d8b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v5f_exp/02_spatial/val_predictions/epoch_0019.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/test_latent_viz/azimuth_balanced_subset.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/test_latent_viz/azimuth_balanced_subset.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..520f91c4051a5b41d2e13ab30c18fb004c0f4b86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/test_latent_viz/azimuth_balanced_subset.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/test_latent_viz/class_balanced_subset.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/test_latent_viz/class_balanced_subset.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..304d5472f8a6ff2ef5ceafb3db68be2acc3446db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/test_latent_viz/class_balanced_subset.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/test_latent_viz/metadata_all.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/test_latent_viz/metadata_all.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8140e3f9a16de16abb68675a3db8f573c0f94771
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/test_latent_viz/metadata_all.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/test_latent_viz/summary.json b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/test_latent_viz/summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..16b4b29574d00b97c03cf11e055de9dae32709d0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/test_latent_viz/summary.json
@@ -0,0 +1,149 @@
+{
+  "checkpoint": "checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/best.pt",
+  "preset": "ov1_local_spatial_v7dc",
+  "class_plot_feature": "semantic_mean_token",
+  "num_test_samples": 1800,
+  "class_plot_subset_size": 144,
+  "azimuth_plot_subset_size": 480,
+  "test_metrics": {
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+    "azi_mae_deg": 18.404587838914658,
+    "ele_mae_deg": 8.396848698192173,
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+    "matched_count": 8.0,
+    "seld_er": 1.0011,
+    "seld_f1": 0.4994,
+    "seld_le": 7.11,
+    "seld_lr": 0.7189,
+    "seld_score": 0.4556
+  },
+  "probe_summary": {
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+      "nearest_neighbor_angle_deg": 36.06487448979426,
+      "pairwise_angle_correlation": {
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+        "spearman": 0.5387258947646619,
+        "num_pairs": 50000
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+    },
+    "spatial_token": {
+      "knn_class_acc_top1": 0.3977777777777778,
+      "nearest_neighbor_angle_deg": 35.9361490154293,
+      "pairwise_angle_correlation": {
+        "pearson": 0.5398368376611499,
+        "spearman": 0.5401395448717105,
+        "num_pairs": 50000
+      }
+    },
+    "semantic_mean_token": {
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+      "nearest_neighbor_angle_deg": 88.82540447121976,
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+        "spearman": -0.0008111664563291054,
+        "num_pairs": 50000
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+      "nearest_neighbor_angle_deg": 36.31802335404396,
+      "pairwise_angle_correlation": {
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+        "num_pairs": 50000
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+        "spearman": 0.524881927128105,
+        "num_pairs": 50000
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+  ]
+}
\ No newline at end of file
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fafd5538df5e8033b73f66d7968913804cf4de0e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3d3cdaceec7ba45f0c892c2698ac22bf242d3f96
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6da832a09a19dddc92ff2585bd94611aac8da09e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..28ec2a6abe3debfc6416d27c2159a214521145bd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0003.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f474657f9468b2004d8413a586a7fa7e1e11b6c9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fb02761436c0760f34b25a82eb753b2bc88ca3c9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0005.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b7a759243979e13ecd57be723307f3bd23feeb21
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d4c989a899849c020076b81948d0d27b5341c33f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3ecc8f5e972988c8afda71d6d36098ef06aee19d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4afcc2cced82d45c340e8df8d3abbe0ae8f5fb13
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ed80e5df26c46179176800a69e5623b5d545eb1c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0010.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..afaa8e0a09775517451be058efb92c9f5d487dc0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0012.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6c86834a3db531c9717330a6355e28a54bf35cba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0012.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0013.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..54d45a3c3d8960c6a4cc7508c689b90c2aee10e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0013.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0014.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0014.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..74eb51f4db87545123d5df7b070f723dd9eeba88
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0014.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0015.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0015.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5b2ca018ee435d6d6ed44e7148484dc2321c2d97
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0015.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0016.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0016.jsonl
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index 0000000000000000000000000000000000000000..50e0a7ef5fc0cc6ddfc5e16bab866ecdf5d3b4a9
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0017.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0017.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..88d0dbd5942952ad45948a55857aba20a6d3fab1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0017.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0018.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0018.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7fd2c1af1614cfd98ffc1f64c19c2228e0c41201
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0019.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0019.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ada2cc4ba28d5edd588a6501cffba9c5ab99af2f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0019.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0020.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0020.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1b8cdec1f33385469f728f9ebea7ddd70dc43978
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0020.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0021.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0021.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9f10d6df6468364c0390c9b3fd5d8fa5ca436363
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7dc_exp/01_classwarmup/val_predictions/epoch_0021.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..857f01bc58cb1c4bbaaaf1bdc932d40f46f1cec7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_v8_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_v8_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..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_v8_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_v8_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..7f52b2e1477e9467f5cae4fd9276cacacd51c424
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..be0d976fbb214d159e24feab1147c1cf0fc48371
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..1e7c8fb1a57f7b627cdda275dd3c34e08c7af646
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..b339dd1a7826ac56de4e8923985dc1ba31e6894a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..715610eea131590389d4a5980264f03a00eee51f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..dbc561556f117148f35dbc0bb4971f13295aa39a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..747eae627f016a506ebba6149041db199c2f42ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..3bf7c761ed38db15a5cb47cee1117f725dc1dafa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..6f730b64c9ebdb5d881546a7795dc2199fd6e1e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..206edc157e88ddff321f281e638b4a9d6fd1196d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..2249245f7ac1c2dee7532e4bf3a74a6a053990e5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de145bdaa268c5a1ff4a3d76a6cec4b84ca30fde
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a5b522cd54a63a0c4581cc43f09620e133f0cbf6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7abc2140d5df640f1ea9922eff6e6580e6a4f945
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75f20fdd49c06a24a7eb364b5209d8ab79faa4b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad459457b1aacfb40f473ac7f98c7ec15cf908bc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9087eaac5790071295a30e22bb4308ac4ad0db56
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cdc2931e208260d5a720f9ca87af9c85ea86e844
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__pred.csv
@@ -0,0 +1,125 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4eafa02e76eee751e1449ccde6f548cbf836eeb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33c0065db4e86554e42258c01d046b1614541821
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09cd950ceb9daa0754f17f8e9db93cb0b7c6c4fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa3023a07cb473bd30953e7f6d0eece16fe6ad95
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5839c1b5db3efabb56dc7f5b2b842a903439146
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35794fb3263d33591ba01204aaffb36f894c35b9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c361e6054041d69e0a2456da1cb578bc871220a6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4aa70d394492539f5e6b83091835ff4a984d90bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c171d5a71d24041c0d606bfb53bed14771f2da1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b007c1149f8688841d301b30812bbf68370b5481
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5e59d2951ba4e3a40a739edbe6b51eb1ef8ecc85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__gt.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b559bf200fda63c1a8319d7c1c0a3d2c5d3b4a5b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b972310e88a5ddee861a320e622f78a1b8cfdc6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39da1377b3b14ee8affd366df07609e028e6c9f9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9a9e2c7161790776e33cf22f0f7fd9ccac0338b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..91298fb9c7aa8d53a59cd5b907e47c2bdc0a17f2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..278090121026125bafbbb407a25d9629ecc13a84
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da62fa6fe6370b75d37df9f3eae039f0a92cb9ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe98451f0f38bc68efeeb96af9bca59d32937654
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe2958aafc7538adc4d1703a32431f1afffce2a6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f01022020cda038f7c8b54d79ea076499916198
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7b79ba29c8e3b2585233f35fd6272aefdcc14520
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..73121f86d049e85e065f019a267b4077592a2800
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e0717b28dd5f073eea0e2e64985703b1fc401f77
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef74e630776b795f3a990de431108e52b18189e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..e7f2fcc79993f29b78b17679678a659d288d114c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
@@ -0,0 +1,4 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
+0,0.0,0,3,body_sound,-153.896,-52.022,0.906,1.0
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..abb038a7764754b38531ef2b6dd7d92f80a5ecd4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_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_v8_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_v8_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..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..71061a3d5d696cb497931dc4d23805b08493d6ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3bcc2ee53cc1b600684fb402e6d75852d8619252
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36ccda32c08016150240895e561f2d46d140c62d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..03a4923ed8894946aa614c130f13d0a7229fe2e9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6dabce55dbf858a4173388d29feb6173ab9fc5e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..900c87ce64db8f2f363ba21d3d9f716ad65d900e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af9472c7ac7dc74384e97e28f14c0e0d5dd239e5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..53c760bc35002b3c664f677f88ede62ca3a03752
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
+8,3.2317,0,25,wind,-132.377,-5.358,4.594,1.0
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..f98eb4f95199562dd39f3dbcf6e86ea910a5fa87
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_v8_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_v8_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..0cbfb027ff3b04dfd0429f0826f8565e97c1a78d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..3a90d290e08cb2a8050ad985f009d37cb13d74c0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..cc536f012de4d5b6f1185781d298a1cdbd2c0016
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,23 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..212eac9d10d19b901528498d16013d0fba19cb95
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..867d4d6f38c49d8bd8c2ffbbec05aec743aa68a3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..65d01f3d0725f5fd52c68e0deb357656ece8a85a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..a019ab6e0d89a810d39c587745730d1703262f8e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..473c88c1000be7c8cdfda8356d248daa37a60f5f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..11443afdd84971fb77021524dc9cb3ff04927ca3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..e65357988d40d54f2e333c5c181cae8a5af79082
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..ac011fb9b5eeba00db135ef09340d2542b76fef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..98f2f14bf7749e77c7d127cc3af369732a582717
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..48b62abf730426027e975a626190424bd29e3622
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..444b5f94390a6532559fae02fdc02a2eb629b479
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b66526bf89df01bdf87d7637c79de9ace31f76a3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fbf66cd126e98d071f504763ff15546c7af0839f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b243bf57ad26ca34fa9bd57d91f1ba0d14d65f2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__gt.csv
@@ -0,0 +1,68 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ad05ebe32fb6ab206bba02a777bfd410baaff8c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000043__gt.csv
@@ -0,0 +1,44 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..677cf9f80866e44319344f40cddfbae1da6e8ac9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac9decd1fd930003fd060e58c0b83a0586803708
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7899777437a8b448354a20bd1b7a40158215aa99
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..885fda3b6690289b19461e238483884eb8db8181
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000076__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59d520b80f58644ead7014c3554d1a1881c0f3aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000099__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..334788c0cc378774e5be59e2182c399349b018d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b5b7093cc5edb5853c659a43b27371176af7962
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e9d94c61a16f3b4d8ff76d4b180e615a2e258154
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13126e1051e49320995c2e5e0fdcaf7c5c17f18f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000129__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3aeb7f6b010ca9380da09af6746689f1a475208e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000139__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..abb4c89711694102fab261552b53d9ce75447af3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000147__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7c3672ce502aa1870611e46baf6456b20793e149
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6fa3dfcaa25bac895c5003430a9caffdfb7f06fd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa2c3d5ccc87089440154aaeafc5e6cf04957aa2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,177 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5adf2c875fe58df135953a88adf0d6cf9a90abce
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f4ae7d87992d737bcfebe8b1171dd6dced2a6f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..45f9c371e6e83dd82013d0ce33f2901b405c926e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2fa13d9403c5e684eea67b84cb5021943a755cfb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000066__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..32ad1828047d3502ba90f5dca70accd1af05386e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a2dd8b1889f3002d234d6079e6338b5118558c6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ea0849558d4bd49143945b1e44bb14fb70a97e5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3321138427571ac446b60c6d8229a1960ab9baf1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..319c83e5fbb38e56836ab71a210a5dc0aba17e18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66aaf89ccf98fb203b00f2bcf37bc8114107ed7d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65acd990af1a3e126f0ea1d96b37f8554504826c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d6cb21d81522c9918a279b75c7aaa514e079608
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb77edd58877619ddc5e66ddf267c58f7ec174d2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0004_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9176a42f86ade0854b9e2851365c1012e218c4e4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..2d871038ca22bb8564f4cb5b7d24c7ccdb856116
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..d51ccff747d8f39e8d9acb0ff7bf635be5302c9e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
@@ -0,0 +1,109 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_v8_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_v8_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..5829315ed53166ff7c5899fa61ef8d8a722fc6f9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..f097d93237ea7bc5d9387328068a81f59a9bff73
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..56bfb04dfbc678bf37a043acf3fa3fd6199a28a4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_v8_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_v8_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..2158c32253575d1949698a73f6bf76a7414d696d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..f233adf9ad0980e9bb2b5e62a8e7c646a34db286
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..f866c4050803ab4f1a031d3f2008ed791a7cd4e9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..7272235561ab4731d6a3777302ef63e6bdac7ba3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..833b66752a15596305a7dc3dcd3301b72514431e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..f3957a7a49ff8491c0141a72dfb659e42d71d427
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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_v8_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_v8_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..bad020a12106a35d277d10f8f1943d564b0b4e1c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..00774b71947192e77ea508dc4934dc3fd8594c75
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..c33f35064995ddb6b46dc803eb9bea36c964c809
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..2e806e4087dc9486cdfc5c77123d4c653ef14158
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..49b67bab15171c9013debfffc183d2bca51823d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5289d9067861f942dfc4cabc1c361dc7a30f8d9e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ebbf5ef75e38ea9ce3c85acd27505492f04b2a4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c11485ea2c65dad880137a3c3bf4614edca8124b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000031__gt.csv
@@ -0,0 +1,68 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3c33466fdff034ec68f142d53cf72b62e46cb34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93e827daa0b257333524f9666a7636af123b25df
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3bdb9de59b0773eccb3b49b1e053a080c13e3ee7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a471983169a618b89334681b8df9159099070129
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dff09a6c858aa87f87368e371f5781cd854a2e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..faec3725d8b8417e93df2eafa42678eebaa52ea8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..72518d168bda98e57a506d18da38562b79bfc406
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000111__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f6cd0faba5677a047049b73e79fa574bf1440b7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_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
+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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24781df8253c850b95042ba6505e4e920cc7f01a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c6563857784525f3ff9a541fb1820573bbb9fbf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000129__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0afed79bdd6a2f824cc068cf67aa221d653bed7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000139__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d9d808a47558b457e8632bb1b69e795950ec9f0a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000147__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16b375a03f8ed8aa9e0f8492f7d6f8428a02ada9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce49ee59cc66ab7b697c9a4a0965390aa4a63015
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d89e313e22af18e91505289622d78f0c04ac4b2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..037ab2a0587e61f00c6c5a8ec1b56d89dd07000a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..47f6503bbb7eb3007c5ac03d2892183897176bc8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..098e8ca65be893a2ee9347e1dc841a8f42a56a0b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9797301ff53ff381acc139deb9f261b064b5fa82
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000066__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eeb7d3324808fc13acbefe8659c6ad8c593c0001
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb565dd0cd35190638208c8bbe5b5a8c40507341
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10510101ffb91cb91a42a7e77272094b5fd0cd28
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dcd90a942f895792e3cda088dfa693d0ff5d1e24
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a95d2755771c79a502225cfc0c9e198d93baea51
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000136__gt.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44e2bab43b201be41b9e11b29c5891ea9eec6860
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d09f79576b539f6ba3badfbd20611297c217ac74
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000149__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000159__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54176f1e51b5e4a8eea4d44f9739de59f081d55b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bdd2ece6335aa43e61eb964192a071d96c1be335
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0006_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4cdb63a5e29e708e40741cf47327cc7c58b58f2f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..e9b7952c5d85dfc0f1918ac373cf02f371f82a19
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..56bdbfcca36a8aace3ed863ece00f8737b7b6144
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_v8_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_v8_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..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87223a28e35b7240742a229ae74286c00dd384f1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..69806fc335aaa8b8e1aad6ca0110eb5517102c85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..5b7736cc11d15cccac7e01c9160d0d1a41ab064a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..3f00b0fdc2c13f02c8ce5c6d8e18268d0952a5a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..0edb53db4b337c994e07c100fc73222f5929e64b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..e9c7fee5ee31bfa2cf0b5ee62c0e4f0cbfcccc3c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..62c9560a27bf01b5e55ee7c4dcef8eced554f23f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..cd6745c5763360894334da6bc95a325234013869
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_v8_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_v8_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..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..8dcda8527f1280ed4a0dda212b1527e14d814341
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..788fd44628f95c781e0b787f54f71ebee854c8ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..5a37090a56a1c7bd32360b9992ab06b010e41c10
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_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_v8_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_v8_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..0c5ee88aae0af55ecd5fb9e459fa55e662fc7c78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..c32b2956bedabc53c1b98a2b23b13d0694a1e3ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..64ee9ec75d8773f5bd1c4992d6adafc4f7166b3b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee99ee82d56fb7e1a58944249cc30b22d5bd8cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..100c467f73b279a4ee3aabd4bf7ead8ecaacb39d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b07582d7debe54b909dbd5386422e999243f2acc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000022__pred.csv
@@ -0,0 +1,121 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3a3c667c83f2c6227d90da444dcd5980a3a93fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d89332a1a73ee24a310b18af9859b1d66500dcf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2fad474847a65216411f545d4b8aea154d07cc58
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e8c7f9bb8e000277e84849731b821c817b28ad69
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10ddddff03b3dfb9aa87da774b4d0fa6117491b4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dbcf6f80552c0d128bd3518d433a0a110efe4991
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2cad72431d0f3b1da65042f1d9832836de1963c6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a3228125fea022bd99e1334a0979d691ce40644
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..448d1b274955c51e703f0b4fd398e39ab81cb422
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52a26f1f1dfbd2056c039969aaee37619fd485fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98a56b92c4017a67c7dc6eac0ff960f14da29aff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9758079827c1e1c6d43b6a6e9aafb934d5d17b80
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a27629753dfe18cc3fc462a071ab8667616cce9a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a95284f6b7f0e902dfb0fbc4bc1f1b693bfb4c9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd7969645a1c157ec6efe9370bfa04d0af94d930
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6edd957463e55faa50bae064dcfa26d759beb314
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87f5b9d3715591e16a81759de9845f0fe85d17df
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee0d4a4428223135a4c11c1d1410c1284edfc5c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9544c1cea8c9fa3ea68c9b7e8a876641477af285
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b992ebe79c3f0abd771849f917474723ffc2436a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb5efe96ea59c69413959002aca617f804df36ba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..71aadfe01e79e87f34f3daecff8f0bdfbf219ba6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f143c8c095e2abc129adbbc1dc83b746cd9fcfc6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..85ecb0b2df388a8480c3037af8a914cb7eab2b32
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c779254f488bada0229a46400e88bb754d8b154a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a801e7826f761df9a36e7efe5ff1d58b17a7bdbd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5e2c4af934fa2c213f14e63a363e58ed8462035b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000159__pred.csv
@@ -0,0 +1,189 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6927e0024389a7dfe8db123b67aacff2348b056b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9019d4c28232ac8ca0a32f5fbb14f8bef43020ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..b2ab7c85a58d61543ed0d202139b76919c8fd996
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..653fbb5c73e66ede9cb0dc064f088bb194836cab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
@@ -0,0 +1,51 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..58443553c07eba59909264f55f05de5f02e4bf05
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..3d510293383b0c1c84dc69b7d270445302c76406
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
@@ -0,0 +1,3 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..0878a2c960c4888cc32444fc0f0d16b933d4e57e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..704945f65a385936d06e7fc7f10089cac99b670b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..ce5a5a2ac66e31c7e9c770a24722287aa2906883
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..a47b4687014c7e5e1a80b6ed86e761a1a601507a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..ecae1d88394c1e2c9b62bf72ec626671430d7b3c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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
+0,0.0,0,11,war_sound,19.612,-35.907,1.459,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..06de7ba092385d463d2782f6a828b7367115b302
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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
+0,0.0,0,16,speech,-33.694,-19.952,3.069,1.0
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..ee2c885f0aac33dd75d79e2ee3e38faa77196cf2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
@@ -0,0 +1,37 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..b552d23a3ee18f25877162506049790b177fefbc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..514417ff42f1fb7da1306ee0934806d823bccf06
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_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..1265de00525584645c34d67fd5fa6efb9329dfe8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_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..f9ab904bf12c2c18f9e495f13aa2631f9fb27d16
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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new file mode 100644
index 0000000000000000000000000000000000000000..26a87a5a090b831d464aa984c8ac120bc595b1d8
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000000__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c7c7e730ef761e073b7fc0e957cd373fc16019c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fee6eb3865811e3542da5045871ec593b24995de
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56db527a148d5514e6ebe77371f71acbf58defa7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000022__pred.csv
@@ -0,0 +1,121 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e0331046d59e6afc0d9423cb51aaaea5579a06d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0cb295f9840ee66e81ad20b02fc3cb9ab17b62c3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c00dd9445adc8a849226112f3b786d440b399e3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..382ed9c16cf3670f875fe309c25f2d2daf865c37
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9b1b09eb7e1edbdca231c22cfedde8366f0446b0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8395c82ebfdab3817c3d50369a1ce4110ccad2bc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..86cbfa215ca42dbbe6c5fbebec5a30c4ad6897ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a2bd66ace56655cc624149f07b8ccfd988ada0c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000111__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..62360f3fedd5e13133371a814a9320dfe7819b11
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..740d7578d10a7212d4c76c79dd8ac27bc000348f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000129__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aba20b0107474f424ba475cfb7290d38b18007fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..584ec581530fb2363214b975bd64d57ed56472a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ee8168d604c46649947d14f83bd2e87173767a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a40ee65d66012859aec5bcea49e834d75f09045
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1710186e067c5ca40df5de77538bef536718e1be
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe17ffea5523c821ca50255c424b0c26326a35c9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ceb175d971a3aa016c62970f2109934e14711473
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0db487e91c1411c591d0d644a9716be73bb5e396
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a39c443c79f3b41f2f6d951ac8e8b86267a4060
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..451387472cc08399eb0f5f62d595d80a1c482ce6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..47dc45e6adf8aaf2e9ec8b28e6e149ee46d4d0f2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..60d2cc9a14d6fba14ff0b22405224d12b7a9a69a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d546ba0324c77257cf1b52e36d823f97bb331cc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59dada89f6e3dcbcf7d7342ed5ac0e77a05c7832
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,49 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d534e365cbf6cb9d88883d546a67a406d747bd6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95b798f091f97abae1ecb6e44cb227bc4d0b333d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a9bd4624371d2d39259ee0ee8805327ea9275a7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c9577add2e7de2466235dcb1ccbbb21e1679e074
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_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_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f66ff6b412316ddcc116a51f2ac06441e05f12bd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v8_ov123_exp/03_ov123_top4/val_predictions/epoch_0008_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
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/00_phase0_wonly_class/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/00_phase0_wonly_class/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..929804ded2e6a89ff5ed688efd5bca2bad43e887
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/00_phase0_wonly_class/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/00_phase0_wonly_class/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/00_phase0_wonly_class/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4b5dd66e865b1f548acf82565a5512ec032bbd1b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/00_phase0_wonly_class/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..99324a14cd1615d010da3c770e76db733dbfc73b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5087c884b8ccf0832b8fa468437a7c68d0bc898e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..82f2bf6e55bd1ef1773088ae25eb2f4828217917
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e1277ac920e738ea0c45d9093d2ea2bc7215058c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cfc5c1bf04577b28cc39a6b792e4700e93bcf359
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d1b73328174aea7e984ae2ba3f16d4cec62f5912
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b102b97ebf92db8f8bc05e0734623c5225e55997
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..25240c67001deb6e6bd755336a2c12a10f83fe55
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/01_class/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b112c98fdeebca5eae27f28b31d2dad0e4f6e310
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0000.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6ab54d83f6caa1dcef09da58dc96b165cf46a2dc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4d5019508ad8f70863f5f3f22c65fb0471c1235a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3c346f2f171dde639876587d23936694bfd2cfef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0004.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..555f9894e4a44552a71086c1ba165c86056268fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b1897aeb6c05ff683d78fb47eca1c13314b368f0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0006.jsonl
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index 0000000000000000000000000000000000000000..9fe530f33951fdd1cfd99a3dd3cf5fd0d6b730e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..84fe606192980d405ecd02bc10c1ecd4ec7bbbec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..62103c4e324c8462068a7c3e6cead8db49378deb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..07eec7a6b73cd0f5bb2a37273c6099f2f186afb8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0010.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..59ae178b35d845b596aa68ec5d9689751916d770
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0010.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c379cb7a29a43d1c1ebeae79a621fa640f38eaa2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0012.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6ea7acd31ba21fdc3d9df30543911dc60bdc5382
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0012.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0013.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cf14e47ada75ea72849bb18a4ee5e4bd1bd1ec80
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0013.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0014.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0014.jsonl
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index 0000000000000000000000000000000000000000..70c72e9579c1e59c1f5cf69ca8a3ded8eac4d7c3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0014.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0015.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0015.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..25325b8a26f7b16ba52215717d59564d47863525
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0015.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0016.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0016.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..95e09bdc6b3b2f13d4590c9b364fcf374b339dee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0016.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0017.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0017.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..018e846a9bd1bc5684876ccb2c0979375997ace4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0017.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0018.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0018.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c96ff06ce3987b734cb092dc1ac4ba999b0e52b0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0018.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0019.jsonl b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0019.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a80d58397c6524b6a8d5075464f3d7f616390b34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_pretrunk_ast_fixnorm_v2/02_spatial/val_predictions/epoch_0019.jsonl
@@ -0,0 +1,16 @@
+{"sample_id": "valid/hm3d/00034-6imZUJGRUq4/000000-foa__132991", "gt_class_index": 56, "gt_class_name": "female_singing", "pred_class_index": 41, "pred_class_confidence": 0.7568637132644653, "gt_azimuth_deg": 121.2662582397461, "pred_azimuth_deg": 160.0, "gt_elevation_deg": -42.34892654418945, "pred_elevation_deg": -21.0, "gt_distance_m": 2.3379604816436768, "pred_distance_m": 3.5}
+{"sample_id": "valid/hm3d/00034-6imZUJGRUq4/000008-foa__368453", "gt_class_index": 25, "gt_class_name": "wind", "pred_class_index": 12, "pred_class_confidence": 0.6302342414855957, "gt_azimuth_deg": -132.3766632080078, "pred_azimuth_deg": 51.0, "gt_elevation_deg": -5.357852458953857, "pred_elevation_deg": -21.0, "gt_distance_m": 4.594465255737305, "pred_distance_m": 4.5}
+{"sample_id": "valid/hm3d/00034-6imZUJGRUq4/000016-foa__57325", "gt_class_index": 55, "gt_class_name": "aircraft", "pred_class_index": 18, "pred_class_confidence": 0.7933841943740845, "gt_azimuth_deg": -165.8902130126953, "pred_azimuth_deg": 90.0, "gt_elevation_deg": -34.53343200683594, "pred_elevation_deg": -21.0, "gt_distance_m": 3.1432597637176514, "pred_distance_m": 1.0}
+{"sample_id": "valid/hm3d/00034-6imZUJGRUq4/000024-foa__33624", "gt_class_index": 12, "gt_class_name": "metal_clink", "pred_class_index": 13, "pred_class_confidence": 0.27912959456443787, "gt_azimuth_deg": 170.71868896484375, "pred_azimuth_deg": 334.0, "gt_elevation_deg": -14.377400398254395, "pred_elevation_deg": -18.0, "gt_distance_m": 2.6324522495269775, "pred_distance_m": 3.0}
+{"sample_id": "valid/hm3d/00034-6imZUJGRUq4/000032-foa__118401", "gt_class_index": 9, "gt_class_name": "tool", "pred_class_index": 25, "pred_class_confidence": 0.4083641767501831, "gt_azimuth_deg": 134.8607177734375, "pred_azimuth_deg": 235.0, "gt_elevation_deg": -9.617217063903809, "pred_elevation_deg": -21.0, "gt_distance_m": 2.820817708969116, "pred_distance_m": 2.5}
+{"sample_id": "valid/hm3d/00034-6imZUJGRUq4/000040-foa__2640", "gt_class_index": 0, "gt_class_name": "wind_instrument", "pred_class_index": 0, "pred_class_confidence": 0.9608184695243835, "gt_azimuth_deg": 40.66659164428711, "pred_azimuth_deg": 308.0, "gt_elevation_deg": -13.705007553100586, "pred_elevation_deg": 10.0, "gt_distance_m": 1.4382526874542236, "pred_distance_m": 4.0}
+{"sample_id": "valid/hm3d/00034-6imZUJGRUq4/000048-foa__2050", "gt_class_index": 1, "gt_class_name": "string_instrument", "pred_class_index": 1, "pred_class_confidence": 0.8568335771560669, "gt_azimuth_deg": -41.99135971069336, "pred_azimuth_deg": 97.0, "gt_elevation_deg": 6.244300842285156, "pred_elevation_deg": -8.0, "gt_distance_m": 1.1382137537002563, "pred_distance_m": 2.0}
+{"sample_id": "valid/hm3d/00034-6imZUJGRUq4/000056-foa__321160", "gt_class_index": 7, "gt_class_name": "keyboard_instrument", "pred_class_index": 2, "pred_class_confidence": 0.8514630198478699, "gt_azimuth_deg": -150.31336975097656, "pred_azimuth_deg": 162.0, "gt_elevation_deg": 7.255143165588379, "pred_elevation_deg": 10.0, "gt_distance_m": 0.9987623691558838, "pred_distance_m": 2.0}
+{"sample_id": "valid/hm3d/00034-6imZUJGRUq4/000064-foa__347902", "gt_class_index": 28, "gt_class_name": "musical_instrument", "pred_class_index": 17, "pred_class_confidence": 0.3064027726650238, "gt_azimuth_deg": 80.07795715332031, "pred_azimuth_deg": 21.0, "gt_elevation_deg": -31.087900161743164, "pred_elevation_deg": 10.0, "gt_distance_m": 3.3884599208831787, "pred_distance_m": 3.5}
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+{"sample_id": "valid/hm3d/00034-6imZUJGRUq4/000080-foa__174944", "gt_class_index": 16, "gt_class_name": "speech", "pred_class_index": 14, "pred_class_confidence": 0.43385154008865356, "gt_azimuth_deg": -33.693973541259766, "pred_azimuth_deg": 139.0, "gt_elevation_deg": -19.951570510864258, "pred_elevation_deg": -18.0, "gt_distance_m": 3.0693788528442383, "pred_distance_m": 1.0}
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+{"sample_id": "valid/hm3d/00056-kdw2Uapns3b/000020-foa__89741", "gt_class_index": 5, "gt_class_name": "water", "pred_class_index": 23, "pred_class_confidence": 0.318928986787796, "gt_azimuth_deg": -158.04286193847656, "pred_azimuth_deg": 183.0, "gt_elevation_deg": -8.935344696044922, "pred_elevation_deg": 10.0, "gt_distance_m": 1.7858494520187378, "pred_distance_m": 1.5}
diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/eval_v12_per_subset_valid.json b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/eval_v12_per_subset_valid.json
new file mode 100644
index 0000000000000000000000000000000000000000..3615b82698185eb4bce3bd3a52e82c466c122044
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/eval_v12_per_subset_valid.json
@@ -0,0 +1,184 @@
+{
+  "checkpoint": "checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/best.pt",
+  "preset": "ov1_unified_v12",
+  "split": "valid",
+  "activity_threshold": 0.5,
+  "per_subset": [
+    {
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+      "activity_precision": 0.9501302083333333,
+      "activity_recall": 0.04604990641276042,
+      "activity_acc": 0.9040755208333333,
+      "matched_count": 430.05,
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+      "F20": 0.3861,
+      "LE_CD": 26.81,
+      "LR_CD": 0.6401,
+      "SELD_score": 0.4523,
+      "subset": "ov1_sim",
+      "manifest": "/apdcephfs_cq10/share_1603164/user/schmittzhu/data/metadata/ov1_foa.jsonl",
+      "size": 4800
+    },
+    {
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+      "oracle_azi_mae_deg": 29.980741128256156,
+      "oracle_ele_mae_deg": 10.450337935602942,
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+      "LE_CD": 29.57,
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+      "SELD_score": 0.5613,
+      "subset": "ov2_sim",
+      "manifest": "/apdcephfs_cq10/share_1603164/user/schmittzhu/data/metadata/ov2_foa.jsonl",
+      "size": 1718
+    },
+    {
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+      "manifest": "/apdcephfs_cq10/share_1603164/user/schmittzhu/data/metadata/ov3_foa.jsonl",
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+    },
+    {
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+      "subset": "ov1_real",
+      "manifest": "/apdcephfs_cq10/share_1603164/user/schmittzhu/data/metadata/ov1_real_static_foa_mapped.jsonl",
+      "size": 3374
+    },
+    {
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+      "subset": "ov2_real",
+      "manifest": "/apdcephfs_cq10/share_1603164/user/schmittzhu/data/metadata/ov2_real_static_foa_mapped.jsonl",
+      "size": 2230
+    },
+    {
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+      "subset": "ov3_real",
+      "manifest": "/apdcephfs_cq10/share_1603164/user/schmittzhu/data/metadata/ov3_real_static_foa_mapped.jsonl",
+      "size": 740
+    },
+    {
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+      "LE_CD": 130.3,
+      "LR_CD": 0.1848,
+      "SELD_score": 0.9099,
+      "subset": "dcase_starss",
+      "manifest": "/apdcephfs_cq10/share_1603164/user/schmittzhu/data/metadata/dcase_starss_foa.valid.jsonl",
+      "size": 4560
+    },
+    {
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+      "oracle_ele_mae_deg": 7.150718883653382,
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+      "F20": 0.4156,
+      "LE_CD": 21.22,
+      "LR_CD": 0.6017,
+      "SELD_score": 0.4592,
+      "subset": "unified",
+      "manifest": "/apdcephfs_cq12/share_302080740/user/schmittzhu/data/unified_spatial_foa_fsd63_all/valid.jsonl",
+      "size": 35021
+    }
+  ]
+}
\ No newline at end of file
diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..14a5eeb1b679e25e57115b2b686a6d6ec1aaa455
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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": 35.27241897583008, "gt_elevation_deg": -42.34892654418945, "pred_elevation_deg": 45.997894287109375, "gt_distance": 2.3379604816436768, "pred_distance": 2.753335475921631, "pred_activity_prob": 0.98046875}
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0df4403a09a0e701e52cdc9709e7422ea298f73a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19756f7eae6cebb015661c71efa77591d48555e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000065__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d42f8778bee23fb69c2528ee64a6c92ca22018ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c2b6815cba72f26f7419848a5b32ecfe0416cd3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54861a25236708e531c0bb9c469c8e74c5e6c931
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5b55132a05c5a30b47426296d2e8d8664dce1cf6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..debc0a026d7c863d474cfa3394021573bca95293
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..24c1289b8c70952eda23f998763c80e42277dd03
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+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d5c8846eea91d49aad82b550cb1b08b835d50426
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..219ef8c84a2a2b20681dbea76443a4d55fd66c4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,54 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1826a277de64128a1251d8f371026a474dd16dd9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56e41fe2f93c9d08c2a36c5b113d937210bfce34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d414ff74cbb0704126c21b32d57623c02c4165c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..906b6fd1b76c7db4fee27cea36e6c0e6b0419211
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7f48f18435ac2622eb73572309e8659b4fef1be
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fac67f4183f88a37527fde61210e59f7ff893d6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
@@ -0,0 +1,133 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8db3e4013135a96050b81e0e9afb876dc96cbbee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92e6b2ddc9b108b35a4490953410018ab6647e5b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dfdd2dd95d0e3f1ed223d27bb72e8d556cd74659
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fb56efad125e769fbfd24ffc922c1ccb1f2d15c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c6b7749a6af68ebbf35d36910767aecb8025192
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1db4aa28454af00f815932cc8c05865f661538f0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f95769e38194ee1c74ac6cba00e4994ef26d9f98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..94b0b8884a78920160d8ca67429cebcf4d70052c
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4196f2cf0d28c280e4e604a4b5421b8d092dc3f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4309254289164a7cfc6bc47e249cf0815365d343
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d10d0474fbb9b3fc87d81a14050cd8e18944e248
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4a2b779d1da8a183bdf28457c397a3781bdcd43
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b28a9586ec7903415a1bade7d13eb03da5a7f512
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,307 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..434a51c380858004752d29dd2716407d4208962a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..290656155289fafe26d4c15676efec8b9eedaa1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..278b645826645e5da809f6629c3d4ca4d6a0da22
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75bd75c6a18b74719ab103372b1f993b552e9de5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000022__pred.csv
@@ -0,0 +1,477 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..694e4b8925180e17b782f4baca76d45326784829
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..863a9a734cfe4ba35c0e8d04fddf8cbb6b0bae5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11b5deb730245360d1f0fe8063568f5ed0683de7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..293e0379f79811ceb0c2243c7c77cc2fe028a111
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000043__pred.csv
@@ -0,0 +1,505 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..365a5f9f439d2f8152760c1df35e8b65bd96324a
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00481972b839bb6636ffe8aa1c3a581b410975e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2f20eb785bf537dcd58d590b4fc43bb5250b381
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,163 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2880e70d83e62ded128438defd9726cffee6087b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d2a7be345ea7c08f895485bf0df31a72c9d5c65
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af407c812b2b88f4c171df01d185f386b34c63d1
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8cb99486219effd939891076004c4da0ea6a6b53
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a967216b8f78f28a4bc7c883483fe5ebca7f63fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,240 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d2615cc09838ed9a0c43f8ee2741ba44671cb45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a48b4f2b1d1cb62fbad5e30ac7c633a619139676
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f96bdb18896e191348630b8a0ab10536958bef57
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b461f5e7408c190e25767e4a82471837b6a38a1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57c0fd07b3093b78c7134a85d2128b525e67e70f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c4cec603f538b7f8012770677c71e5653db4eed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852f67b11168ff3d2d412cf7c5f0ea5568125243
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,167 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3be9f15976c6d3a520c8fb2c3e23a79f80966511
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000004__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0499aca824ac96e8cb4619fc53e46ae9f9756854
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce2bb16c983609c5794c7279e6b3978ced4344a7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..762c3c96e5c7daa4eb83ae1019945cde5758cdbf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fb13768cd114e482a3a8955b7139ecc756a6e0a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,669 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,190 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..002b764c759f683c5097af1f511f23efb8645ca7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,649 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7b33f03ccc4f920118ae8c5a9a7c66a554d8f5af
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f002943268b85f4194802f0fa9258ea55b58fc4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000079__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57ed5d885e5f4cf57a1b2ad226168b7739714153
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..064e3392c21d2c374518cb6a5d73eabf29a4eab5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b5837a6fc86a0cebd314665d76697c3b5a5407b0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,793 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e7506279f964ff83ab126bd4fbe1581d5c494ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,280 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a3afcc3487e5e29f29ea3e0b70f82d4418d5eb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,24 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..47b3541cbeb2d62fb68dfefd87ad898fb20c0941
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,193 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c09e01b396539f17942b8ab6deacb26bd6dd77d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__gt.csv
@@ -0,0 +1,294 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b245f76c1a3c6f14fafc8b2be221af16d4fd21c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38ffbd7ba37a7d99a70d9517f04f947be0d5b9e1
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4b230330c52889ca8c0e93afa6866314c33c38fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,416 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33fc880500ded42cfb2a90c408a9a12ee05faf9f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13c026e2da106a52a6a4a7dae12bed11900f1532
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,282 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e8939fec3c979d37e919f7ac7bc389dbebf9885c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0003_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl
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index 0000000000000000000000000000000000000000..69ba6b0d652c7dcfaf1ce226f1c445494883c93a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fcf198a1541d806210595124e9a37400fe08ef84
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0604503469f445dd41c69240a655938b2954a283
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a09ea3b6fe58cec16e5be6a1b28514d773687d45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1af2c006943b22557fa81cf85ea83c66e594ee62
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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new file mode 100644
index 0000000000000000000000000000000000000000..906b6fd1b76c7db4fee27cea36e6c0e6b0419211
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dbeca025aeddde2ff24fa045ba70f723c228e9af
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..22f5a71f4037b58b5aff8c82c4f98d4488540547
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..69190fb9d755e233b213e1fd9ed37d681b8800b4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..549cabec7517694dccf71e1d8fd13c42d6122b2f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c82975d4b7db90790fe2b39c1ed499462ee46a9b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e27d34f4ebdfb036c8c5335e3dc0fcb98b9ae9ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8851b34e24297deafa0c4c09bc8151cd88fe5d60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..939cf47fac4ae18d73ef4262f23cd599e858702c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b3780c22e9209d1f43ec190cc042fac2e6886758
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5aac00b6e7b81384b68952d4ce54be8cff0a204c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0cb9c97437a07822ba47407451a3a514be756140
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7264d1506b8092a825c618a027f7fa55bbb2725b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a66bb988ac65222cdc9bab2afa81689d010db3c1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f49c4f669e3037f1258ee8931659c9bdd5a84c45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..32ebdcb17564c41cde22e7f6ed896c6aa44fd163
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..34e26ccb96a675f0be066993b14b39c6f08023c8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11b5deb730245360d1f0fe8063568f5ed0683de7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bcff1f389d9b8a171445e381e92e924f3620591f
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..365a5f9f439d2f8152760c1df35e8b65bd96324a
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..212da1a2a5c975050db3c82ae9ea750bcbe76713
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a42e029588fb1136b6967baa100ad51dbe1d221
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24e9000662a38c57a5bb5ee1ea70270f8436ec00
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2424172387f073910096bffe9aa388dab2af2eef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9433cfac464ccd2cb1e401da7c61d8a6e996fe7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1098e7bb926fbc595c7cb4fbf0a7eeec2e5f1d1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,240 @@
+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_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24d2f3b48a395b09ae93e49b4dcfb7f9a7747be5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0146b4fd95ba38a534a7668b73c418bff0b22f6b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7c46f175607e2849095505f07a9dde50a293037b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57c0fd07b3093b78c7134a85d2128b525e67e70f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,220 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e188f147dd9e593b3a91c2c6394b41f0975ae9f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..22ecd0508c3908019478e8863f9915d59f0fa783
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ab927e0af9a68d4f3cad0680533b3d5261fd996
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18f6f91b96d0cbc655c70481c8d3f98abe94c4e1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..596b7aba65639778606714bff129ad8e89d221f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36d2ab8b63bb97ec4d30500693443013fdc0109b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..762c3c96e5c7daa4eb83ae1019945cde5758cdbf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9880ac8eb7d036a9519198ba4ec89102adffe0c2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be3ec53e22252e89a4d6832415150c6a2727f1e5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1410cc720847226bc1bac88b527d35a323d835fd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a2321059246d03093c3465864d50917cfa7f7dc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a13d4878abb2f3fda8ee8fce5a19cdc9ca399cd9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8c809837629306331409c9cb7feea6d4b23b0ee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9b43995fbedb3b85417633a9e014e23761487901
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7456d1e622f7c739fb54a67cf8aa8f3b20575ded
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ccd928b6682a8e6aabc18b358a2a7a8ebf5a2301
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d523c5f8653351b6f723d9de9c9db342b475662b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..725ff485a03e3c2dd4ad920752e9f0450ebddab7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02d11519a56c32feb3d6a955de547167462b755a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87f93089a784ad9ee8fd68e6580c1542d61aebd3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e2fa5a608140da23640a83129b2b7fe08fad35a3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..402b982223d65612c8b46fce361d83b184e6eba0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl
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index 0000000000000000000000000000000000000000..5eb8d08dd59324a849a4adb09723d075d825c3b2
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..809cab275106020f0d4e706c77fc9d368501e62b
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+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f2fdfe8eec1139ba71d9f6c4c2ce52681c24bcb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27f484c947557d376853557529cf987780db73e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5176d18747e167825cffdf0824d08f327c334157
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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new file mode 100644
index 0000000000000000000000000000000000000000..906b6fd1b76c7db4fee27cea36e6c0e6b0419211
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cba84db443f2f69ba97025f7186799f835c60b97
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eb29c61ef98a631f5f23c7c094c16969983aab7c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
@@ -0,0 +1,133 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b2a9ef681d379fd2fc6eaa3a0163a3184956fe9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
@@ -0,0 +1,445 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e0c09cd3f5e3cd9961c4cff20e4b1a2a914057f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3cf3f6f9023acad9ac95ec15ba2697db6b063d2b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a08ac529529250e878ad1544d6037209bb655c2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b443e1e1e337794350f071fade3298b75cc718f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aa9d58189e33aa33ad47d8a7acfd4f435d28b3e5
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..43538ed1ddbfbf9c9619ee172fa071fa814c559a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af21367a0cb1d7b8a07959fa40129217349876d9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..26a8cc785e76b68bcfb5fea7531205721b90bed2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b1291dc434c792e88a56037ad58e4f2e9a74dc5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d4de5ee23196cb5b317fca8bebf67706a818fbd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4a8681d1fba231ea84f323bf4616e35dc4bd9d79
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..14bb73706ddfca0af021bf2bd75e1bdb79575be7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e9f069e0544663b23687fb0a87c792ab9241c9ba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c86b3bb2915b66725c1cafcba156c56f6ecbde7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__gt.csv
@@ -0,0 +1,167 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c5da7b4b27d723074855e62e53110e23d8f6c2d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0235883e36c91cff052aabf96c5cb963516b0048
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e23b78f8238e80860b6f877706a5877576a9e5ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e2d941206153633e7173a5c848f699ad34ae0be
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..075b368e8dd62e9f6fd5fa98596bcd2b46b38762
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44667173add54b57a198ab10119f9a4af8b35af5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..96d9a73393c904f9bef0d1761550a6c7e1356398
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8483a7f2e238fa2fc00814c2a7bdc10574d867c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2db4dd4b080d4282f48b39fb0e3b6c83fd02ae96
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1398a36c233dd67fd5805d58f87236e1a93acd8e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d719cdc9f8ad8c041adc4d1f1284097790ff351
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..70c5030bbe60863c3df6fa4107b2d5b836656e31
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..22950f81006f0f3e4d6b5280d4bad52eacedfea5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ba8d1003518ea95a718cd49c6982fb7833cece5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,705 @@
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new file mode 100644
index 0000000000000000000000000000000000000000..596b7aba65639778606714bff129ad8e89d221f8
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..14f542881e009fe2c34f9323f772cc9b4790b2c6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4b3b821002555219813d396e85df61c13943ba3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a788dc924aef9a8c217f7970b716a592a74ab4b9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d1553e483466ab9e456ef8eaa79084323ac33299
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e5b8e9229eb8f4c8503993f5a0cf75a8fb34d392
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a5b653463c9fb661f2b4be7bd4efec3e4802ff73
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0bd385b968bc3071decec5f90113e2a21f593a83
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,280 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..695488411724647b4e20844485f3ddc9480da2db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b3c535fac8106af934720e5a71bf0729e275cda
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,193 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e79fbde6b5900567fc9f8fcd0d786c59a0a468ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ebb7e81d41631b11aa32bbb073de851282db8429
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__gt.csv
@@ -0,0 +1,166 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e5964b6562fe564a0bfcdb868c149baeb6b912fd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..30644bbbe42439655420b9d030437291a7823afb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,801 @@
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_unified_v12_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_v12_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_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db9e4b0673cfafb2220478f1a347fcaf9bece93b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000194__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0010.jsonl b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0010.jsonl
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index 0000000000000000000000000000000000000000..f682eb8009cea5b744747e8f778b1a3733db8363
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0010.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4ed31bd914cf54d7c89abdaa845c531c2002e233
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0012.jsonl b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0012.jsonl
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index 0000000000000000000000000000000000000000..e80b693bf54759327a4b0b8d5ed142c9c7ad1262
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0013.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8322d98dc47bc29ca5b63f79da5683bab64c0072
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diff --git a/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0014.jsonl b/checkpoints/spatial_beats_ov1_unified_v12_exp/03_ov123_top4/val_predictions/epoch_0014.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fb7b6ec536cc9f9fd94c8dc975d66dad08f3c6d9
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