Add files using upload-large-folder tool

.gitattributes

@@ -33,3 +33,10 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+grid_search_flossing_adaptive/grid_L3_h64_gpu3_20251030_222439_856171/logs/truth9.png filter=lfs diff=lfs merge=lfs -text
+grid_search_flossing_adaptive/grid_L3_h8_gpu0_20251030_222439_711742/logs/truth18.png filter=lfs diff=lfs merge=lfs -text
+grid_search_flossing_adaptive/grid_L3_h128_gpu0_20251030_225603_767763/logs/truth18.png filter=lfs diff=lfs merge=lfs -text
+grid_search_flossing_adaptive/grid_L3_h16_gpu1_20251030_222439_679863/logs/truth9.png filter=lfs diff=lfs merge=lfs -text
+grid_search_flossing_adaptive/grid_L3_h32_gpu2_20251030_222439_699762/logs/truth4.png filter=lfs diff=lfs merge=lfs -text
+grid_search_flossing_adaptive/grid_L3_h32_gpu2_20251030_222439_699762/logs/truth3.png filter=lfs diff=lfs merge=lfs -text
+grid_search_flossing_adaptive/grid_L7_h64_gpu1_20251031_001223_297666/metadata.json filter=lfs diff=lfs merge=lfs -text

grid_search_flossing_adaptive/grid_L3_h16_gpu1_20251030_222439_679863/logs/1761881493.9396698/events.out.tfevents.1761881493.auvsl-gpu-01.ise.illinois.edu.2822798.3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:064d7965f36088d51ad94662dbb0c5313bc708ae50d9e7d9263eb5d2a3acade4
+size 611

grid_search_flossing_adaptive/grid_L3_h16_gpu1_20251030_222439_679863/logs/1761882338.4609213/events.out.tfevents.1761882338.auvsl-gpu-01.ise.illinois.edu.2822798.12

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae0af5df36b6dfe3935b7c05efcc9f43e3e886c13a75618132be787170e318dd
+size 611

grid_search_flossing_adaptive/grid_L3_h16_gpu1_20251030_222439_679863/logs/1761882625.2857118/events.out.tfevents.1761882625.auvsl-gpu-01.ise.illinois.edu.2822798.15

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:626b0816d96837872715a6049af545ce93323bf1fa52d86397f83338443ac7ac
+size 611

grid_search_flossing_adaptive/grid_L3_h16_gpu1_20251030_222439_679863/logs/best.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01d3c93a905cbc2bca89773f28318450b06cd0d9d6a3fe467cf3ff069bc2f94c
+size 73956

grid_search_flossing_adaptive/grid_L3_h32_gpu2_20251030_222439_699762/logs/1761881833.5542955/events.out.tfevents.1761881833.auvsl-gpu-01.ise.illinois.edu.2822799.7

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f8da86100dddb3d4210ab9e7bee7232de707ed16d7b85fc728a6b8d06f4a111
+size 611

grid_search_flossing_adaptive/grid_L3_h8_gpu0_20251030_222439_711742/logs/1761881908.949866/events.out.tfevents.1761881908.auvsl-gpu-01.ise.illinois.edu.2822797.6

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be2ff438dd340c9fce2e0faaca9472553f6df0765bb90af949f44ba9d89b47d0
+size 611

grid_search_flossing_adaptive/grid_L3_h8_gpu0_20251030_222439_711742/logs/1761883193.7563465/events.out.tfevents.1761883193.auvsl-gpu-01.ise.illinois.edu.2822797.18

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af5ee38656f658d360bfaad7ff144ba2b8f4e826dfad0ebbbcadcc16906f55bb
+size 611

grid_search_flossing_adaptive/grid_L5_h16_gpu2_20251030_225927_168901/logs/1761885655.5862916/events.out.tfevents.1761885655.auvsl-gpu-01.ise.illinois.edu.2822798.40

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d558a96d2e426bb2c33abc303162e27b4c93a15b913d843c01f2819e2147ec1
+size 611

grid_search_flossing_adaptive/grid_L7_h64_gpu1_20251031_001223_297666/metadata.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a5c4141607dcd2108374f0b4112402f61d12eb631bbee22603e03373884eaae2
+size 69067210

grid_search_flossing_non_adaptive/grid_L11_h128_gpu0_20251028_062448_081368/error.json

@@ -0,0 +1,18 @@
+{
+  "status": "failed",
+  "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+  "L": 11,
+  "hidden_size": 128,
+  "L_actual": 44,
+  "device_id": 0,
+  "timestamp": "20251028_062448_081368",
+  "model_size": 710446,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L11_h16_gpu1_20251028_050319_961344/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 11,
+  "hidden_size": 16,
+  "num_interior": 4,
+  "L_actual": 44,
+  "device_id": 1,
+  "best_loss": 0.4689476618170738,
+  "best_epoch": 0,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L11_h16_gpu1_20251028_050319_961344/logs",
+  "model_size": 11790,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L11_h32_gpu2_20251028_050731_057281/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 11,
+  "hidden_size": 32,
+  "num_interior": 4,
+  "L_actual": 44,
+  "device_id": 2,
+  "best_loss": 0.46718720078468323,
+  "best_epoch": 18,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L11_h32_gpu2_20251028_050731_057281/logs",
+  "model_size": 45550,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L11_h64_gpu3_20251028_051303_067374/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 11,
+  "hidden_size": 64,
+  "num_interior": 4,
+  "L_actual": 44,
+  "device_id": 3,
+  "best_loss": 0.4704608261585236,
+  "best_epoch": 8,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L11_h64_gpu3_20251028_051303_067374/logs",
+  "model_size": 179118,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L11_h8_gpu0_20251028_043321_436323/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 11,
+  "hidden_size": 8,
+  "num_interior": 4,
+  "L_actual": 44,
+  "device_id": 0,
+  "best_loss": 0.46889957070350646,
+  "best_epoch": 1,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L11_h8_gpu0_20251028_043321_436323/logs",
+  "model_size": 3166,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L13_h128_gpu1_20251028_071656_469873/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 13,
+  "hidden_size": 128,
+  "num_interior": 4,
+  "L_actual": 52,
+  "device_id": 1,
+  "best_loss": 0.46922684371471407,
+  "best_epoch": 16,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L13_h128_gpu1_20251028_071656_469873/logs",
+  "model_size": 842550,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L13_h16_gpu2_20251028_065457_760316/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 13,
+  "hidden_size": 16,
+  "num_interior": 4,
+  "L_actual": 52,
+  "device_id": 2,
+  "best_loss": 0.46784269660711286,
+  "best_epoch": 2,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L13_h16_gpu2_20251028_065457_760316/logs",
+  "model_size": 13974,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L13_h32_gpu3_20251028_065553_569370/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 13,
+  "hidden_size": 32,
+  "num_interior": 4,
+  "L_actual": 52,
+  "device_id": 3,
+  "best_loss": 0.4679641342163086,
+  "best_epoch": 3,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L13_h32_gpu3_20251028_065553_569370/logs",
+  "model_size": 54006,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L13_h64_gpu0_20251028_065726_936435/error.json

@@ -0,0 +1,18 @@
+{
+  "status": "failed",
+  "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+  "L": 13,
+  "hidden_size": 64,
+  "L_actual": 52,
+  "device_id": 0,
+  "timestamp": "20251028_065726_936435",
+  "model_size": 212406,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L13_h8_gpu1_20251028_065457_100163/error.json

@@ -0,0 +1,18 @@
+{
+  "status": "failed",
+  "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+  "L": 13,
+  "hidden_size": 8,
+  "L_actual": 52,
+  "device_id": 1,
+  "timestamp": "20251028_065457_100163",
+  "model_size": 3750,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L3_h16_gpu1_20251028_005705_495545/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 3,
+  "hidden_size": 16,
+  "num_interior": 4,
+  "L_actual": 12,
+  "device_id": 1,
+  "best_loss": 0.011994681113865226,
+  "best_epoch": 19,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L3_h16_gpu1_20251028_005705_495545/logs",
+  "model_size": 3054,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L3_h32_gpu2_20251028_005705_078871/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 3,
+  "hidden_size": 32,
+  "num_interior": 4,
+  "L_actual": 12,
+  "device_id": 2,
+  "best_loss": 0.010499454020755366,
+  "best_epoch": 16,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L3_h32_gpu2_20251028_005705_078871/logs",
+  "model_size": 11726,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L3_h64_gpu3_20251028_005705_104735/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 3,
+  "hidden_size": 64,
+  "num_interior": 4,
+  "L_actual": 12,
+  "device_id": 3,
+  "best_loss": 0.01019570152158849,
+  "best_epoch": 12,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L3_h64_gpu3_20251028_005705_104735/logs",
+  "model_size": 45966,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L5_h128_gpu1_20251028_013644_327115/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 5,
+  "hidden_size": 128,
+  "num_interior": 4,
+  "L_actual": 20,
+  "device_id": 1,
+  "best_loss": 0.01111601122713182,
+  "best_epoch": 12,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L5_h128_gpu1_20251028_013644_327115/logs",
+  "model_size": 314134,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L5_h16_gpu2_20251028_013021_886157/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 5,
+  "hidden_size": 16,
+  "num_interior": 4,
+  "L_actual": 20,
+  "device_id": 2,
+  "best_loss": 0.01323156686965376,
+  "best_epoch": 19,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L5_h16_gpu2_20251028_013021_886157/logs",
+  "model_size": 5238,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L5_h32_gpu3_20251028_013055_192801/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 5,
+  "hidden_size": 32,
+  "num_interior": 4,
+  "L_actual": 20,
+  "device_id": 3,
+  "best_loss": 0.01110913893324323,
+  "best_epoch": 15,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L5_h32_gpu3_20251028_013055_192801/logs",
+  "model_size": 20182,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L5_h64_gpu0_20251028_013234_771883/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 5,
+  "hidden_size": 64,
+  "num_interior": 4,
+  "L_actual": 20,
+  "device_id": 0,
+  "best_loss": 0.010825575342169031,
+  "best_epoch": 13,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L5_h64_gpu0_20251028_013234_771883/logs",
+  "model_size": 79254,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L5_h8_gpu1_20251028_012954_987012/error.json

@@ -0,0 +1,18 @@
+{
+  "status": "failed",
+  "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+  "L": 5,
+  "hidden_size": 8,
+  "L_actual": 20,
+  "device_id": 1,
+  "timestamp": "20251028_012954_987012",
+  "model_size": 1414,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L7_h128_gpu2_20251028_022940_961606/error.json

@@ -0,0 +1,18 @@
+{
+  "status": "failed",
+  "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+  "L": 7,
+  "hidden_size": 128,
+  "L_actual": 28,
+  "device_id": 2,
+  "timestamp": "20251028_022940_961606",
+  "model_size": 446238,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L7_h16_gpu3_20251028_022421_994760/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 7,
+  "hidden_size": 16,
+  "num_interior": 4,
+  "L_actual": 28,
+  "device_id": 3,
+  "best_loss": 0.4653069770336151,
+  "best_epoch": 8,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L7_h16_gpu3_20251028_022421_994760/logs",
+  "model_size": 7422,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L7_h32_gpu0_20251028_022502_094933/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 7,
+  "hidden_size": 32,
+  "num_interior": 4,
+  "L_actual": 28,
+  "device_id": 0,
+  "best_loss": 0.466801723241806,
+  "best_epoch": 15,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L7_h32_gpu0_20251028_022502_094933/logs",
+  "model_size": 28638,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L7_h64_gpu1_20251028_022550_708101/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 7,
+  "hidden_size": 64,
+  "num_interior": 4,
+  "L_actual": 28,
+  "device_id": 1,
+  "best_loss": 0.46896486341953275,
+  "best_epoch": 3,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L7_h64_gpu1_20251028_022550_708101/logs",
+  "model_size": 112542,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L7_h8_gpu2_20251028_022403_931424/error.json

@@ -0,0 +1,18 @@
+{
+  "status": "failed",
+  "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+  "L": 7,
+  "hidden_size": 8,
+  "L_actual": 28,
+  "device_id": 2,
+  "timestamp": "20251028_022403_931424",
+  "model_size": 1998,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L9_h128_gpu3_20251028_034248_437021/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 9,
+  "hidden_size": 128,
+  "num_interior": 4,
+  "L_actual": 36,
+  "device_id": 3,
+  "best_loss": 0.4705777734518051,
+  "best_epoch": 15,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L9_h128_gpu3_20251028_034248_437021/logs",
+  "model_size": 578342,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L9_h16_gpu0_20251028_025726_213088/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 9,
+  "hidden_size": 16,
+  "num_interior": 4,
+  "L_actual": 36,
+  "device_id": 0,
+  "best_loss": 0.4702754217386246,
+  "best_epoch": 13,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L9_h16_gpu0_20251028_025726_213088/logs",
+  "model_size": 9606,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L9_h32_gpu1_20251028_033439_129881/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 9,
+  "hidden_size": 32,
+  "num_interior": 4,
+  "L_actual": 36,
+  "device_id": 1,
+  "best_loss": 0.47424864053726196,
+  "best_epoch": 19,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L9_h32_gpu1_20251028_033439_129881/logs",
+  "model_size": 37094,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L9_h64_gpu2_20251028_033740_493246/metadata.json

@@ -0,0 +1,19 @@
+{
+  "L": 9,
+  "hidden_size": 64,
+  "num_interior": 4,
+  "L_actual": 36,
+  "device_id": 2,
+  "best_loss": 0.47253144174814227,
+  "best_epoch": 7,
+  "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L9_h64_gpu2_20251028_033740_493246/logs",
+  "model_size": 145830,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/grid_L9_h8_gpu3_20251028_025637_442384/error.json

@@ -0,0 +1,18 @@
+{
+  "status": "failed",
+  "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+  "L": 9,
+  "hidden_size": 8,
+  "L_actual": 36,
+  "device_id": 3,
+  "timestamp": "20251028_025637_442384",
+  "model_size": 2582,
+  "flossing_config": {
+    "enabled": true,
+    "flossing_frequency": null,
+    "flossing_le": 1,
+    "num_sample_trajectories": 300,
+    "weight": 0.05,
+    "offset": 0.5
+  }
+}

grid_search_flossing_non_adaptive/index.json

@@ -0,0 +1,611 @@
+{
+    "created": "2025-10-28 00:57:01",
+    "runs": [
+        {
+            "status": "failed",
+            "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+            "L": 3,
+            "hidden_size": 8,
+            "L_actual": 12,
+            "device_id": 0,
+            "timestamp": "20251028_005705_120686",
+            "model_size": 830,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            }
+        },
+        {
+            "L": 3,
+            "hidden_size": 64,
+            "num_interior": 4,
+            "L_actual": 12,
+            "device_id": 3,
+            "best_loss": 0.01019570152158849,
+            "best_epoch": 12,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L3_h64_gpu3_20251028_005705_104735/logs",
+            "model_size": 45966,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L3_h64_gpu3_20251028_005705_104735"
+        },
+        {
+            "status": "failed",
+            "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+            "L": 5,
+            "hidden_size": 8,
+            "L_actual": 20,
+            "device_id": 1,
+            "timestamp": "20251028_012954_987012",
+            "model_size": 1414,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            }
+        },
+        {
+            "L": 3,
+            "hidden_size": 32,
+            "num_interior": 4,
+            "L_actual": 12,
+            "device_id": 2,
+            "best_loss": 0.010499454020755366,
+            "best_epoch": 16,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L3_h32_gpu2_20251028_005705_078871/logs",
+            "model_size": 11726,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L3_h32_gpu2_20251028_005705_078871"
+        },
+        {
+            "L": 3,
+            "hidden_size": 16,
+            "num_interior": 4,
+            "L_actual": 12,
+            "device_id": 1,
+            "best_loss": 0.011994681113865226,
+            "best_epoch": 19,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L3_h16_gpu1_20251028_005705_495545/logs",
+            "model_size": 3054,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L3_h16_gpu1_20251028_005705_495545"
+        },
+        {
+            "L": 3,
+            "hidden_size": 128,
+            "num_interior": 4,
+            "L_actual": 12,
+            "device_id": 0,
+            "best_loss": 0.010065378183498978,
+            "best_epoch": 17,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L3_h128_gpu0_20251028_010046_268977/logs",
+            "model_size": 182030,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L3_h128_gpu0_20251028_010046_268977"
+        },
+        {
+            "L": 5,
+            "hidden_size": 32,
+            "num_interior": 4,
+            "L_actual": 20,
+            "device_id": 3,
+            "best_loss": 0.01110913893324323,
+            "best_epoch": 15,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L5_h32_gpu3_20251028_013055_192801/logs",
+            "model_size": 20182,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L5_h32_gpu3_20251028_013055_192801"
+        },
+        {
+            "L": 5,
+            "hidden_size": 16,
+            "num_interior": 4,
+            "L_actual": 20,
+            "device_id": 2,
+            "best_loss": 0.01323156686965376,
+            "best_epoch": 19,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L5_h16_gpu2_20251028_013021_886157/logs",
+            "model_size": 5238,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L5_h16_gpu2_20251028_013021_886157"
+        },
+        {
+            "status": "failed",
+            "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+            "L": 7,
+            "hidden_size": 8,
+            "L_actual": 28,
+            "device_id": 2,
+            "timestamp": "20251028_022403_931424",
+            "model_size": 1998,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            }
+        },
+        {
+            "L": 5,
+            "hidden_size": 64,
+            "num_interior": 4,
+            "L_actual": 20,
+            "device_id": 0,
+            "best_loss": 0.010825575342169031,
+            "best_epoch": 13,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L5_h64_gpu0_20251028_013234_771883/logs",
+            "model_size": 79254,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L5_h64_gpu0_20251028_013234_771883"
+        },
+        {
+            "L": 5,
+            "hidden_size": 128,
+            "num_interior": 4,
+            "L_actual": 20,
+            "device_id": 1,
+            "best_loss": 0.01111601122713182,
+            "best_epoch": 12,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L5_h128_gpu1_20251028_013644_327115/logs",
+            "model_size": 314134,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L5_h128_gpu1_20251028_013644_327115"
+        },
+        {
+            "status": "failed",
+            "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+            "L": 7,
+            "hidden_size": 128,
+            "L_actual": 28,
+            "device_id": 2,
+            "timestamp": "20251028_022940_961606",
+            "model_size": 446238,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            }
+        },
+        {
+            "status": "failed",
+            "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+            "L": 9,
+            "hidden_size": 8,
+            "L_actual": 36,
+            "device_id": 3,
+            "timestamp": "20251028_025637_442384",
+            "model_size": 2582,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            }
+        },
+        {
+            "L": 7,
+            "hidden_size": 16,
+            "num_interior": 4,
+            "L_actual": 28,
+            "device_id": 3,
+            "best_loss": 0.4653069770336151,
+            "best_epoch": 8,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L7_h16_gpu3_20251028_022421_994760/logs",
+            "model_size": 7422,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L7_h16_gpu3_20251028_022421_994760"
+        },
+        {
+            "L": 7,
+            "hidden_size": 64,
+            "num_interior": 4,
+            "L_actual": 28,
+            "device_id": 1,
+            "best_loss": 0.46896486341953275,
+            "best_epoch": 3,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L7_h64_gpu1_20251028_022550_708101/logs",
+            "model_size": 112542,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L7_h64_gpu1_20251028_022550_708101"
+        },
+        {
+            "L": 7,
+            "hidden_size": 32,
+            "num_interior": 4,
+            "L_actual": 28,
+            "device_id": 0,
+            "best_loss": 0.466801723241806,
+            "best_epoch": 15,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L7_h32_gpu0_20251028_022502_094933/logs",
+            "model_size": 28638,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L7_h32_gpu0_20251028_022502_094933"
+        },
+        {
+            "L": 9,
+            "hidden_size": 16,
+            "num_interior": 4,
+            "L_actual": 36,
+            "device_id": 0,
+            "best_loss": 0.4702754217386246,
+            "best_epoch": 13,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L9_h16_gpu0_20251028_025726_213088/logs",
+            "model_size": 9606,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L9_h16_gpu0_20251028_025726_213088"
+        },
+        {
+            "L": 9,
+            "hidden_size": 64,
+            "num_interior": 4,
+            "L_actual": 36,
+            "device_id": 2,
+            "best_loss": 0.47253144174814227,
+            "best_epoch": 7,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L9_h64_gpu2_20251028_033740_493246/logs",
+            "model_size": 145830,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L9_h64_gpu2_20251028_033740_493246"
+        },
+        {
+            "L": 9,
+            "hidden_size": 32,
+            "num_interior": 4,
+            "L_actual": 36,
+            "device_id": 1,
+            "best_loss": 0.47424864053726196,
+            "best_epoch": 19,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L9_h32_gpu1_20251028_033439_129881/logs",
+            "model_size": 37094,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L9_h32_gpu1_20251028_033439_129881"
+        },
+        {
+            "L": 9,
+            "hidden_size": 128,
+            "num_interior": 4,
+            "L_actual": 36,
+            "device_id": 3,
+            "best_loss": 0.4705777734518051,
+            "best_epoch": 15,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L9_h128_gpu3_20251028_034248_437021/logs",
+            "model_size": 578342,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L9_h128_gpu3_20251028_034248_437021"
+        },
+        {
+            "L": 11,
+            "hidden_size": 8,
+            "num_interior": 4,
+            "L_actual": 44,
+            "device_id": 0,
+            "best_loss": 0.46889957070350646,
+            "best_epoch": 1,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L11_h8_gpu0_20251028_043321_436323/logs",
+            "model_size": 3166,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L11_h8_gpu0_20251028_043321_436323"
+        },
+        {
+            "L": 11,
+            "hidden_size": 16,
+            "num_interior": 4,
+            "L_actual": 44,
+            "device_id": 1,
+            "best_loss": 0.4689476618170738,
+            "best_epoch": 0,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L11_h16_gpu1_20251028_050319_961344/logs",
+            "model_size": 11790,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L11_h16_gpu1_20251028_050319_961344"
+        },
+        {
+            "status": "failed",
+            "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+            "L": 13,
+            "hidden_size": 8,
+            "L_actual": 52,
+            "device_id": 1,
+            "timestamp": "20251028_065457_100163",
+            "model_size": 3750,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            }
+        },
+        {
+            "L": 11,
+            "hidden_size": 32,
+            "num_interior": 4,
+            "L_actual": 44,
+            "device_id": 2,
+            "best_loss": 0.46718720078468323,
+            "best_epoch": 18,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L11_h32_gpu2_20251028_050731_057281/logs",
+            "model_size": 45550,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L11_h32_gpu2_20251028_050731_057281"
+        },
+        {
+            "L": 11,
+            "hidden_size": 64,
+            "num_interior": 4,
+            "L_actual": 44,
+            "device_id": 3,
+            "best_loss": 0.4704608261585236,
+            "best_epoch": 8,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L11_h64_gpu3_20251028_051303_067374/logs",
+            "model_size": 179118,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L11_h64_gpu3_20251028_051303_067374"
+        },
+        {
+            "status": "failed",
+            "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+            "L": 11,
+            "hidden_size": 128,
+            "L_actual": 44,
+            "device_id": 0,
+            "timestamp": "20251028_062448_081368",
+            "model_size": 710446,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            }
+        },
+        {
+            "L": 13,
+            "hidden_size": 16,
+            "num_interior": 4,
+            "L_actual": 52,
+            "device_id": 2,
+            "best_loss": 0.46784269660711286,
+            "best_epoch": 2,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L13_h16_gpu2_20251028_065457_760316/logs",
+            "model_size": 13974,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L13_h16_gpu2_20251028_065457_760316"
+        },
+        {
+            "status": "failed",
+            "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+            "L": 13,
+            "hidden_size": 64,
+            "L_actual": 52,
+            "device_id": 0,
+            "timestamp": "20251028_065726_936435",
+            "model_size": 212406,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            }
+        },
+        {
+            "L": 13,
+            "hidden_size": 32,
+            "num_interior": 4,
+            "L_actual": 52,
+            "device_id": 3,
+            "best_loss": 0.4679641342163086,
+            "best_epoch": 3,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L13_h32_gpu3_20251028_065553_569370/logs",
+            "model_size": 54006,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L13_h32_gpu3_20251028_065553_569370"
+        },
+        {
+            "L": 13,
+            "hidden_size": 128,
+            "num_interior": 4,
+            "L_actual": 52,
+            "device_id": 1,
+            "best_loss": 0.46922684371471407,
+            "best_epoch": 16,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L13_h128_gpu1_20251028_071656_469873/logs",
+            "model_size": 842550,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L13_h128_gpu1_20251028_071656_469873"
+        }
+    ]
+}

grid_search_flossing_non_adaptive/index_temp.json

@@ -0,0 +1,611 @@
+{
+    "created": "2025-10-28 00:57:01",
+    "runs": [
+        {
+            "status": "failed",
+            "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+            "L": 3,
+            "hidden_size": 8,
+            "L_actual": 12,
+            "device_id": 0,
+            "timestamp": "20251028_005705_120686",
+            "model_size": 830,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            }
+        },
+        {
+            "L": 3,
+            "hidden_size": 64,
+            "num_interior": 4,
+            "L_actual": 12,
+            "device_id": 3,
+            "best_loss": 0.01019570152158849,
+            "best_epoch": 12,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L3_h64_gpu3_20251028_005705_104735/logs",
+            "model_size": 45966,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L3_h64_gpu3_20251028_005705_104735"
+        },
+        {
+            "status": "failed",
+            "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+            "L": 5,
+            "hidden_size": 8,
+            "L_actual": 20,
+            "device_id": 1,
+            "timestamp": "20251028_012954_987012",
+            "model_size": 1414,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            }
+        },
+        {
+            "L": 3,
+            "hidden_size": 32,
+            "num_interior": 4,
+            "L_actual": 12,
+            "device_id": 2,
+            "best_loss": 0.010499454020755366,
+            "best_epoch": 16,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L3_h32_gpu2_20251028_005705_078871/logs",
+            "model_size": 11726,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L3_h32_gpu2_20251028_005705_078871"
+        },
+        {
+            "L": 3,
+            "hidden_size": 16,
+            "num_interior": 4,
+            "L_actual": 12,
+            "device_id": 1,
+            "best_loss": 0.011994681113865226,
+            "best_epoch": 19,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L3_h16_gpu1_20251028_005705_495545/logs",
+            "model_size": 3054,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L3_h16_gpu1_20251028_005705_495545"
+        },
+        {
+            "L": 3,
+            "hidden_size": 128,
+            "num_interior": 4,
+            "L_actual": 12,
+            "device_id": 0,
+            "best_loss": 0.010065378183498978,
+            "best_epoch": 17,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L3_h128_gpu0_20251028_010046_268977/logs",
+            "model_size": 182030,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L3_h128_gpu0_20251028_010046_268977"
+        },
+        {
+            "L": 5,
+            "hidden_size": 32,
+            "num_interior": 4,
+            "L_actual": 20,
+            "device_id": 3,
+            "best_loss": 0.01110913893324323,
+            "best_epoch": 15,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L5_h32_gpu3_20251028_013055_192801/logs",
+            "model_size": 20182,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L5_h32_gpu3_20251028_013055_192801"
+        },
+        {
+            "L": 5,
+            "hidden_size": 16,
+            "num_interior": 4,
+            "L_actual": 20,
+            "device_id": 2,
+            "best_loss": 0.01323156686965376,
+            "best_epoch": 19,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L5_h16_gpu2_20251028_013021_886157/logs",
+            "model_size": 5238,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L5_h16_gpu2_20251028_013021_886157"
+        },
+        {
+            "status": "failed",
+            "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+            "L": 7,
+            "hidden_size": 8,
+            "L_actual": 28,
+            "device_id": 2,
+            "timestamp": "20251028_022403_931424",
+            "model_size": 1998,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            }
+        },
+        {
+            "L": 5,
+            "hidden_size": 64,
+            "num_interior": 4,
+            "L_actual": 20,
+            "device_id": 0,
+            "best_loss": 0.010825575342169031,
+            "best_epoch": 13,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L5_h64_gpu0_20251028_013234_771883/logs",
+            "model_size": 79254,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L5_h64_gpu0_20251028_013234_771883"
+        },
+        {
+            "L": 5,
+            "hidden_size": 128,
+            "num_interior": 4,
+            "L_actual": 20,
+            "device_id": 1,
+            "best_loss": 0.01111601122713182,
+            "best_epoch": 12,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L5_h128_gpu1_20251028_013644_327115/logs",
+            "model_size": 314134,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L5_h128_gpu1_20251028_013644_327115"
+        },
+        {
+            "status": "failed",
+            "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+            "L": 7,
+            "hidden_size": 128,
+            "L_actual": 28,
+            "device_id": 2,
+            "timestamp": "20251028_022940_961606",
+            "model_size": 446238,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            }
+        },
+        {
+            "status": "failed",
+            "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+            "L": 9,
+            "hidden_size": 8,
+            "L_actual": 36,
+            "device_id": 3,
+            "timestamp": "20251028_025637_442384",
+            "model_size": 2582,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            }
+        },
+        {
+            "L": 7,
+            "hidden_size": 16,
+            "num_interior": 4,
+            "L_actual": 28,
+            "device_id": 3,
+            "best_loss": 0.4653069770336151,
+            "best_epoch": 8,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L7_h16_gpu3_20251028_022421_994760/logs",
+            "model_size": 7422,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L7_h16_gpu3_20251028_022421_994760"
+        },
+        {
+            "L": 7,
+            "hidden_size": 64,
+            "num_interior": 4,
+            "L_actual": 28,
+            "device_id": 1,
+            "best_loss": 0.46896486341953275,
+            "best_epoch": 3,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L7_h64_gpu1_20251028_022550_708101/logs",
+            "model_size": 112542,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L7_h64_gpu1_20251028_022550_708101"
+        },
+        {
+            "L": 7,
+            "hidden_size": 32,
+            "num_interior": 4,
+            "L_actual": 28,
+            "device_id": 0,
+            "best_loss": 0.466801723241806,
+            "best_epoch": 15,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L7_h32_gpu0_20251028_022502_094933/logs",
+            "model_size": 28638,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L7_h32_gpu0_20251028_022502_094933"
+        },
+        {
+            "L": 9,
+            "hidden_size": 16,
+            "num_interior": 4,
+            "L_actual": 36,
+            "device_id": 0,
+            "best_loss": 0.4702754217386246,
+            "best_epoch": 13,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L9_h16_gpu0_20251028_025726_213088/logs",
+            "model_size": 9606,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L9_h16_gpu0_20251028_025726_213088"
+        },
+        {
+            "L": 9,
+            "hidden_size": 64,
+            "num_interior": 4,
+            "L_actual": 36,
+            "device_id": 2,
+            "best_loss": 0.47253144174814227,
+            "best_epoch": 7,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L9_h64_gpu2_20251028_033740_493246/logs",
+            "model_size": 145830,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L9_h64_gpu2_20251028_033740_493246"
+        },
+        {
+            "L": 9,
+            "hidden_size": 32,
+            "num_interior": 4,
+            "L_actual": 36,
+            "device_id": 1,
+            "best_loss": 0.47424864053726196,
+            "best_epoch": 19,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L9_h32_gpu1_20251028_033439_129881/logs",
+            "model_size": 37094,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L9_h32_gpu1_20251028_033439_129881"
+        },
+        {
+            "L": 9,
+            "hidden_size": 128,
+            "num_interior": 4,
+            "L_actual": 36,
+            "device_id": 3,
+            "best_loss": 0.4705777734518051,
+            "best_epoch": 15,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L9_h128_gpu3_20251028_034248_437021/logs",
+            "model_size": 578342,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L9_h128_gpu3_20251028_034248_437021"
+        },
+        {
+            "L": 11,
+            "hidden_size": 8,
+            "num_interior": 4,
+            "L_actual": 44,
+            "device_id": 0,
+            "best_loss": 0.46889957070350646,
+            "best_epoch": 1,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L11_h8_gpu0_20251028_043321_436323/logs",
+            "model_size": 3166,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L11_h8_gpu0_20251028_043321_436323"
+        },
+        {
+            "L": 11,
+            "hidden_size": 16,
+            "num_interior": 4,
+            "L_actual": 44,
+            "device_id": 1,
+            "best_loss": 0.4689476618170738,
+            "best_epoch": 0,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L11_h16_gpu1_20251028_050319_961344/logs",
+            "model_size": 11790,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L11_h16_gpu1_20251028_050319_961344"
+        },
+        {
+            "status": "failed",
+            "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+            "L": 13,
+            "hidden_size": 8,
+            "L_actual": 52,
+            "device_id": 1,
+            "timestamp": "20251028_065457_100163",
+            "model_size": 3750,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            }
+        },
+        {
+            "L": 11,
+            "hidden_size": 32,
+            "num_interior": 4,
+            "L_actual": 44,
+            "device_id": 2,
+            "best_loss": 0.46718720078468323,
+            "best_epoch": 18,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L11_h32_gpu2_20251028_050731_057281/logs",
+            "model_size": 45550,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L11_h32_gpu2_20251028_050731_057281"
+        },
+        {
+            "L": 11,
+            "hidden_size": 64,
+            "num_interior": 4,
+            "L_actual": 44,
+            "device_id": 3,
+            "best_loss": 0.4704608261585236,
+            "best_epoch": 8,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L11_h64_gpu3_20251028_051303_067374/logs",
+            "model_size": 179118,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L11_h64_gpu3_20251028_051303_067374"
+        },
+        {
+            "status": "failed",
+            "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+            "L": 11,
+            "hidden_size": 128,
+            "L_actual": 44,
+            "device_id": 0,
+            "timestamp": "20251028_062448_081368",
+            "model_size": 710446,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            }
+        },
+        {
+            "L": 13,
+            "hidden_size": 16,
+            "num_interior": 4,
+            "L_actual": 52,
+            "device_id": 2,
+            "best_loss": 0.46784269660711286,
+            "best_epoch": 2,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L13_h16_gpu2_20251028_065457_760316/logs",
+            "model_size": 13974,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L13_h16_gpu2_20251028_065457_760316"
+        },
+        {
+            "status": "failed",
+            "exception": "_LinAlgError('linalg.cholesky: The factorization could not be completed because the input is not positive-definite (the leading minor of order 1 is not positive-definite).')",
+            "L": 13,
+            "hidden_size": 64,
+            "L_actual": 52,
+            "device_id": 0,
+            "timestamp": "20251028_065726_936435",
+            "model_size": 212406,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            }
+        },
+        {
+            "L": 13,
+            "hidden_size": 32,
+            "num_interior": 4,
+            "L_actual": 52,
+            "device_id": 3,
+            "best_loss": 0.4679641342163086,
+            "best_epoch": 3,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L13_h32_gpu3_20251028_065553_569370/logs",
+            "model_size": 54006,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L13_h32_gpu3_20251028_065553_569370"
+        },
+        {
+            "L": 13,
+            "hidden_size": 128,
+            "num_interior": 4,
+            "L_actual": 52,
+            "device_id": 1,
+            "best_loss": 0.46922684371471407,
+            "best_epoch": 16,
+            "save_folder": "/home/mjuston2/Documents/LDLTFlossing/src/../runs/grid_search_flossing/grid_L13_h128_gpu1_20251028_071656_469873/logs",
+            "model_size": 842550,
+            "flossing_config": {
+                "enabled": true,
+                "flossing_frequency": null,
+                "flossing_le": 1,
+                "num_sample_trajectories": 300,
+                "weight": 0.05,
+                "offset": 0.5
+            },
+            "status": "ok",
+            "run_dir": "/home/mjuston2/Documents/LDLTFlossing/runs/grid_search_flossing_non_adaptive/grid_L13_h128_gpu1_20251028_071656_469873"
+        }
+    ]
+}