diff --git a/UCI_N4/aol/runs/abalone/fold_0/1762564886.3851001/events.out.tfevents.1762564886.auvsl-gpu-01.ise.illinois.edu.627155.721 b/UCI_N4/aol/runs/abalone/fold_0/1762564886.3851001/events.out.tfevents.1762564886.auvsl-gpu-01.ise.illinois.edu.627155.721
new file mode 100644
index 0000000000000000000000000000000000000000..142b1c1b38969dd2e0f18af26075f4e1c71e7620
--- /dev/null
+++ b/UCI_N4/aol/runs/abalone/fold_0/1762564886.3851001/events.out.tfevents.1762564886.auvsl-gpu-01.ise.illinois.edu.627155.721
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:acf841925d9d016d9bee92612c0507418d79a4c31cb413b8d8e37d44544527fc
+size 1168
diff --git a/UCI_N4/aol/runs/abalone/fold_0/best_state.pth b/UCI_N4/aol/runs/abalone/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..fccbee91a6636e910c2ba4d1d15ab8813b21b8a1
--- /dev/null
+++ b/UCI_N4/aol/runs/abalone/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50a50280f5aeeb1262456fef928558f75ca6d29e402948a6e2d607be3538687f
+size 6391
diff --git a/UCI_N4/aol/runs/abalone/fold_0/events.out.tfevents.1762564877.auvsl-gpu-01.ise.illinois.edu.627155.720 b/UCI_N4/aol/runs/abalone/fold_0/events.out.tfevents.1762564877.auvsl-gpu-01.ise.illinois.edu.627155.720
new file mode 100644
index 0000000000000000000000000000000000000000..22ba72410667a0d3f6719c88501245dda494d82b
--- /dev/null
+++ b/UCI_N4/aol/runs/abalone/fold_0/events.out.tfevents.1762564877.auvsl-gpu-01.ise.illinois.edu.627155.720
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:402cdf84e7944f61cb3d86d8cb9daa9db3e1473991be4889d6dfe66ce1f0eeeb
+size 28442
diff --git a/UCI_N4/aol/runs/abalone/fold_1/1762564898.1940498/events.out.tfevents.1762564898.auvsl-gpu-01.ise.illinois.edu.627155.723 b/UCI_N4/aol/runs/abalone/fold_1/1762564898.1940498/events.out.tfevents.1762564898.auvsl-gpu-01.ise.illinois.edu.627155.723
new file mode 100644
index 0000000000000000000000000000000000000000..5dd404b174f14ee19b97d71e79cfb011c86504c1
--- /dev/null
+++ b/UCI_N4/aol/runs/abalone/fold_1/1762564898.1940498/events.out.tfevents.1762564898.auvsl-gpu-01.ise.illinois.edu.627155.723
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:801ceb154c232382673eb40c54ede4aac47d9789c5176f4e1dad90c55bcd144f
+size 1168
diff --git a/UCI_N4/aol/runs/abalone/fold_1/best_state.pth b/UCI_N4/aol/runs/abalone/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8cb321764097c48b258d875b026ab49010b86a15
--- /dev/null
+++ b/UCI_N4/aol/runs/abalone/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca370e658693dd9d7aee2f33ef24ce701c82c0075ccd769af11bb907489b6495
+size 6391
diff --git a/UCI_N4/aol/runs/abalone/fold_1/events.out.tfevents.1762564886.auvsl-gpu-01.ise.illinois.edu.627155.722 b/UCI_N4/aol/runs/abalone/fold_1/events.out.tfevents.1762564886.auvsl-gpu-01.ise.illinois.edu.627155.722
new file mode 100644
index 0000000000000000000000000000000000000000..8a9af8ede0875db5fdae0ae9d8e1211ceb800e29
--- /dev/null
+++ b/UCI_N4/aol/runs/abalone/fold_1/events.out.tfevents.1762564886.auvsl-gpu-01.ise.illinois.edu.627155.722
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2e54dcc0e771a1fa704a081fc1071336cea43b87d032e8645054245671a6299
+size 38756
diff --git a/UCI_N4/aol/runs/abalone/fold_2/1762564908.292102/events.out.tfevents.1762564908.auvsl-gpu-01.ise.illinois.edu.627155.725 b/UCI_N4/aol/runs/abalone/fold_2/1762564908.292102/events.out.tfevents.1762564908.auvsl-gpu-01.ise.illinois.edu.627155.725
new file mode 100644
index 0000000000000000000000000000000000000000..9d1dd7abc4a951861fd8f5870d026590843241bb
--- /dev/null
+++ b/UCI_N4/aol/runs/abalone/fold_2/1762564908.292102/events.out.tfevents.1762564908.auvsl-gpu-01.ise.illinois.edu.627155.725
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50a6322948ff8bbabc3f52ac6387d8db6789d845ba5f8ef6dee11678de26510d
+size 1168
diff --git a/UCI_N4/aol/runs/abalone/fold_2/best_state.pth b/UCI_N4/aol/runs/abalone/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d49a829ac2bda243041515e390b3f2e3c7d8783b
--- /dev/null
+++ b/UCI_N4/aol/runs/abalone/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5893f8e44bdcae9b7d19b6d7a9f340082fe141cb3a30092c8e89f4c95158f268
+size 6391
diff --git a/UCI_N4/aol/runs/abalone/fold_2/events.out.tfevents.1762564898.auvsl-gpu-01.ise.illinois.edu.627155.724 b/UCI_N4/aol/runs/abalone/fold_2/events.out.tfevents.1762564898.auvsl-gpu-01.ise.illinois.edu.627155.724
new file mode 100644
index 0000000000000000000000000000000000000000..479e4b9f7327793058eb6dc453e2ffe41dd878b3
--- /dev/null
+++ b/UCI_N4/aol/runs/abalone/fold_2/events.out.tfevents.1762564898.auvsl-gpu-01.ise.illinois.edu.627155.724
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9308dfa8a2aeb566db9ccad0f3346304141a4f8667d9a0cdb98032ebe85348fa
+size 36082
diff --git a/UCI_N4/aol/runs/abalone/fold_3/1762564918.001463/events.out.tfevents.1762564918.auvsl-gpu-01.ise.illinois.edu.627155.727 b/UCI_N4/aol/runs/abalone/fold_3/1762564918.001463/events.out.tfevents.1762564918.auvsl-gpu-01.ise.illinois.edu.627155.727
new file mode 100644
index 0000000000000000000000000000000000000000..db5621c6b2146c2e01eb117aaabcc335737ce425
--- /dev/null
+++ b/UCI_N4/aol/runs/abalone/fold_3/1762564918.001463/events.out.tfevents.1762564918.auvsl-gpu-01.ise.illinois.edu.627155.727
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49ad1cd001d635db3f8ff6763d29b18ef245daf2ac7de8520c4ca27e2fd7e98e
+size 1168
diff --git a/UCI_N4/aol/runs/abalone/fold_3/best_state.pth b/UCI_N4/aol/runs/abalone/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9c0855c42b7a6a261bd590bf7238d6a26cb6c560
--- /dev/null
+++ b/UCI_N4/aol/runs/abalone/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7392ee6c8de164c3bc16fb55582459e70a9db59d4940aa0b860e74bd8f01c6da
+size 6391
diff --git a/UCI_N4/aol/runs/abalone/fold_3/events.out.tfevents.1762564908.auvsl-gpu-01.ise.illinois.edu.627155.726 b/UCI_N4/aol/runs/abalone/fold_3/events.out.tfevents.1762564908.auvsl-gpu-01.ise.illinois.edu.627155.726
new file mode 100644
index 0000000000000000000000000000000000000000..3cc2190ac5957aee6ba3b906e7454dea87d99695
--- /dev/null
+++ b/UCI_N4/aol/runs/abalone/fold_3/events.out.tfevents.1762564908.auvsl-gpu-01.ise.illinois.edu.627155.726
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d9c27b52ff0ac3a0e408ecd92316deb6db102b8fe6964c61a126a6d65bff411
+size 33408
diff --git a/UCI_N4/aol/runs/acute-inflammation/fold_0/1762564893.2324448/events.out.tfevents.1762564893.auvsl-gpu-01.ise.illinois.edu.627158.849 b/UCI_N4/aol/runs/acute-inflammation/fold_0/1762564893.2324448/events.out.tfevents.1762564893.auvsl-gpu-01.ise.illinois.edu.627158.849
new file mode 100644
index 0000000000000000000000000000000000000000..a1abed51aea8610c579025e2f9884f8333c5a2b9
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-inflammation/fold_0/1762564893.2324448/events.out.tfevents.1762564893.auvsl-gpu-01.ise.illinois.edu.627158.849
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8224d698604bb2553927150a581996180200f7aaf7aa38d105327f242110d87
+size 1179
diff --git a/UCI_N4/aol/runs/acute-inflammation/fold_0/best_state.pth b/UCI_N4/aol/runs/acute-inflammation/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c6c4008a687d2fcea564c6730fe63313af5856d3
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-inflammation/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b938666a52587384b3a4c39d9cb2fa524835079cc0428c6783d974c76cd53147
+size 4919
diff --git a/UCI_N4/aol/runs/acute-inflammation/fold_0/events.out.tfevents.1762564892.auvsl-gpu-01.ise.illinois.edu.627158.848 b/UCI_N4/aol/runs/acute-inflammation/fold_0/events.out.tfevents.1762564892.auvsl-gpu-01.ise.illinois.edu.627158.848
new file mode 100644
index 0000000000000000000000000000000000000000..0a015e1718d81c12e03bd831f08ec0c60c58d68f
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-inflammation/fold_0/events.out.tfevents.1762564892.auvsl-gpu-01.ise.illinois.edu.627158.848
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc671d23a1bab3dc4b515fbc49c0323e8155f9c759b360bc2f37e0db77ce7d42
+size 12397
diff --git a/UCI_N4/aol/runs/acute-inflammation/fold_1/1762564893.8639274/events.out.tfevents.1762564893.auvsl-gpu-01.ise.illinois.edu.627158.851 b/UCI_N4/aol/runs/acute-inflammation/fold_1/1762564893.8639274/events.out.tfevents.1762564893.auvsl-gpu-01.ise.illinois.edu.627158.851
new file mode 100644
index 0000000000000000000000000000000000000000..31deb4072494c7322a44c453bf3b5d779d93aa26
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-inflammation/fold_1/1762564893.8639274/events.out.tfevents.1762564893.auvsl-gpu-01.ise.illinois.edu.627158.851
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c9a1ac67d27f2e63bae6a037c99fdf625526aac1a2c35f58b346fe83a610852
+size 1179
diff --git a/UCI_N4/aol/runs/acute-inflammation/fold_1/best_state.pth b/UCI_N4/aol/runs/acute-inflammation/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..267c1746828030386d73be469f2eccf9a101e1a8
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-inflammation/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa5ea60704ab9eb6c5b8067a72077439693c00573d7868589400fa3dccdd0439
+size 4919
diff --git a/UCI_N4/aol/runs/acute-inflammation/fold_1/events.out.tfevents.1762564893.auvsl-gpu-01.ise.illinois.edu.627158.850 b/UCI_N4/aol/runs/acute-inflammation/fold_1/events.out.tfevents.1762564893.auvsl-gpu-01.ise.illinois.edu.627158.850
new file mode 100644
index 0000000000000000000000000000000000000000..7ebb1b0d9a514aa826d45918195be49c9f60269e
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-inflammation/fold_1/events.out.tfevents.1762564893.auvsl-gpu-01.ise.illinois.edu.627158.850
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9724c80d1a9120840c1bc9fe8558bb384c23417580022dcd6074962e43e19397
+size 24240
diff --git a/UCI_N4/aol/runs/acute-inflammation/fold_2/1762564894.16782/events.out.tfevents.1762564894.auvsl-gpu-01.ise.illinois.edu.627158.853 b/UCI_N4/aol/runs/acute-inflammation/fold_2/1762564894.16782/events.out.tfevents.1762564894.auvsl-gpu-01.ise.illinois.edu.627158.853
new file mode 100644
index 0000000000000000000000000000000000000000..0f4b89df68995491439918e5cb5cfb202c3474b9
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-inflammation/fold_2/1762564894.16782/events.out.tfevents.1762564894.auvsl-gpu-01.ise.illinois.edu.627158.853
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17c5005fab965a8b6d46ff1ec89324c6acd53e0d4e93eb0e07ccf0414802db79
+size 1179
diff --git a/UCI_N4/aol/runs/acute-inflammation/fold_2/best_state.pth b/UCI_N4/aol/runs/acute-inflammation/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e0cffe3ff5705b934a97ba183842f20a49f08055
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-inflammation/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd9ef7ff49ecaa1d1c2e37584d4544ede6146f36e1aefdd3955cea3ed2b29944
+size 4919
diff --git a/UCI_N4/aol/runs/acute-inflammation/fold_2/events.out.tfevents.1762564893.auvsl-gpu-01.ise.illinois.edu.627158.852 b/UCI_N4/aol/runs/acute-inflammation/fold_2/events.out.tfevents.1762564893.auvsl-gpu-01.ise.illinois.edu.627158.852
new file mode 100644
index 0000000000000000000000000000000000000000..5ca69cc504b76b4a072f0b0ffd950f18fb8d75fc
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-inflammation/fold_2/events.out.tfevents.1762564893.auvsl-gpu-01.ise.illinois.edu.627158.852
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78ca5d0906ce8c54cd4328f47af17ee67f03174088dc84afdef72e310ea0cfc3
+size 12397
diff --git a/UCI_N4/aol/runs/acute-inflammation/fold_3/1762564894.9120932/events.out.tfevents.1762564894.auvsl-gpu-01.ise.illinois.edu.627158.855 b/UCI_N4/aol/runs/acute-inflammation/fold_3/1762564894.9120932/events.out.tfevents.1762564894.auvsl-gpu-01.ise.illinois.edu.627158.855
new file mode 100644
index 0000000000000000000000000000000000000000..cb1e005821309a0baaadb017ad949f177291f58c
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-inflammation/fold_3/1762564894.9120932/events.out.tfevents.1762564894.auvsl-gpu-01.ise.illinois.edu.627158.855
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05a7e7309f13e8306c9b024d93e57d15860fb39a5e3e95cb9c42065c9a847369
+size 1179
diff --git a/UCI_N4/aol/runs/acute-inflammation/fold_3/best_state.pth b/UCI_N4/aol/runs/acute-inflammation/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9427e09ebb2ba9fab889cb2195b50eef4ffbdc1b
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-inflammation/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d3a926ae0d82fd3c754ef0db8a324d6934d1336ec6fa784565aa1fae5d4c72f
+size 4919
diff --git a/UCI_N4/aol/runs/acute-inflammation/fold_3/events.out.tfevents.1762564894.auvsl-gpu-01.ise.illinois.edu.627158.854 b/UCI_N4/aol/runs/acute-inflammation/fold_3/events.out.tfevents.1762564894.auvsl-gpu-01.ise.illinois.edu.627158.854
new file mode 100644
index 0000000000000000000000000000000000000000..1194b51b7a2cf98f75d73d2f1bb3523598ac600e
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-inflammation/fold_3/events.out.tfevents.1762564894.auvsl-gpu-01.ise.illinois.edu.627158.854
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15a6734f19d07d88935396ba7b79e64dd85c79c906fd41ec26958e910701bd62
+size 30352
diff --git a/UCI_N4/aol/runs/acute-nephritis/fold_0/1762564895.2534423/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.857 b/UCI_N4/aol/runs/acute-nephritis/fold_0/1762564895.2534423/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.857
new file mode 100644
index 0000000000000000000000000000000000000000..f3402934b034f17e52ec140f890b2528e311ab41
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-nephritis/fold_0/1762564895.2534423/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.857
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27a424c9a4994dcc1af755ae3bce1477e649c32c463b5623f20461dadda86b71
+size 1176
diff --git a/UCI_N4/aol/runs/acute-nephritis/fold_0/best_state.pth b/UCI_N4/aol/runs/acute-nephritis/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..198c963cd96ca39a0cf98eac09025e22a9c501c5
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-nephritis/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:278fa6cfa32f0fff8856a87e8df97540a63f43babdb42dcf3f4d70f3cec03b31
+size 4919
diff --git a/UCI_N4/aol/runs/acute-nephritis/fold_0/events.out.tfevents.1762564894.auvsl-gpu-01.ise.illinois.edu.627158.856 b/UCI_N4/aol/runs/acute-nephritis/fold_0/events.out.tfevents.1762564894.auvsl-gpu-01.ise.illinois.edu.627158.856
new file mode 100644
index 0000000000000000000000000000000000000000..21ff1ca91e259720ad7635673168eee975c9a3b0
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-nephritis/fold_0/events.out.tfevents.1762564894.auvsl-gpu-01.ise.illinois.edu.627158.856
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb1f2dda8a704ab6691066a8ed20b70f3c4444eb4b3c9b02d0a582ac73be3948
+size 15071
diff --git a/UCI_N4/aol/runs/acute-nephritis/fold_1/1762564895.532074/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.859 b/UCI_N4/aol/runs/acute-nephritis/fold_1/1762564895.532074/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.859
new file mode 100644
index 0000000000000000000000000000000000000000..6ce0e2b2bb0d54d29886ee0b36887679b768371a
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-nephritis/fold_1/1762564895.532074/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.859
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c09a7f0afbc751d5d8972545aeba308c3b8332f37704d9305cdc89a4ca80cda
+size 1176
diff --git a/UCI_N4/aol/runs/acute-nephritis/fold_1/best_state.pth b/UCI_N4/aol/runs/acute-nephritis/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e73e5b4b792c6e3aaff80e1e1107602f045271d5
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-nephritis/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a99340109b6d67a4da575fa937a20022ae0b6012a3219ff93e35d58e98bc186
+size 4919
diff --git a/UCI_N4/aol/runs/acute-nephritis/fold_1/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.858 b/UCI_N4/aol/runs/acute-nephritis/fold_1/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.858
new file mode 100644
index 0000000000000000000000000000000000000000..90f4e2616a63ba94af5f05a37ddfd98e7302f58d
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-nephritis/fold_1/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.858
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfc58db670544adf5e850a8ff74f6c1603ce10fa3b338bbfc0c87c271738c236
+size 12397
diff --git a/UCI_N4/aol/runs/acute-nephritis/fold_2/1762564895.8562016/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.861 b/UCI_N4/aol/runs/acute-nephritis/fold_2/1762564895.8562016/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.861
new file mode 100644
index 0000000000000000000000000000000000000000..4602c437c558acff623752d2ac3167327c006d72
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-nephritis/fold_2/1762564895.8562016/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.861
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:518fb3f47b3355a612a78ab9bf7344656e7c727835a46cf4c4e3e8e11cc3cb7d
+size 1176
diff --git a/UCI_N4/aol/runs/acute-nephritis/fold_2/best_state.pth b/UCI_N4/aol/runs/acute-nephritis/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7060b1b8026275bf9a7b49aa25e2cd5cc484dd41
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-nephritis/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8fe9b25e08bddec931929f84fe14a89c45dd9a379a4a074b06bf488a22121a53
+size 4919
diff --git a/UCI_N4/aol/runs/acute-nephritis/fold_2/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.860 b/UCI_N4/aol/runs/acute-nephritis/fold_2/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.860
new file mode 100644
index 0000000000000000000000000000000000000000..9c751f0fb24cc49d2c83289e336c33a1e1efd9fc
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-nephritis/fold_2/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.860
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff606826231476dd61145b75c6a27b2ac4bca0d7c889bf5173417d4d73a9b472
+size 12397
diff --git a/UCI_N4/aol/runs/acute-nephritis/fold_3/1762564896.2937436/events.out.tfevents.1762564896.auvsl-gpu-01.ise.illinois.edu.627158.863 b/UCI_N4/aol/runs/acute-nephritis/fold_3/1762564896.2937436/events.out.tfevents.1762564896.auvsl-gpu-01.ise.illinois.edu.627158.863
new file mode 100644
index 0000000000000000000000000000000000000000..10dd0028d1838c8af5910cde23d9ce3878b3c823
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-nephritis/fold_3/1762564896.2937436/events.out.tfevents.1762564896.auvsl-gpu-01.ise.illinois.edu.627158.863
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f87537b46e4d7d15a314cea05105a2e776d1ab6a5eba5a9c91f43eb5b077e802
+size 1176
diff --git a/UCI_N4/aol/runs/acute-nephritis/fold_3/best_state.pth b/UCI_N4/aol/runs/acute-nephritis/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c1e8e0e6ffe4a751481a58fa74bc91c70d7b518c
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-nephritis/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc17fdabd94d6271abc3515810606f343edd0fb1ca7ae62cec011ecfe7b20475
+size 4919
diff --git a/UCI_N4/aol/runs/acute-nephritis/fold_3/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.862 b/UCI_N4/aol/runs/acute-nephritis/fold_3/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.862
new file mode 100644
index 0000000000000000000000000000000000000000..ac8cf769acf20ec48d1f560af8ee5844ff67f582
--- /dev/null
+++ b/UCI_N4/aol/runs/acute-nephritis/fold_3/events.out.tfevents.1762564895.auvsl-gpu-01.ise.illinois.edu.627158.862
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97f25f09d59fb322fcb2988f40231dd60627a9d202922e2ac2aa7bd99c0f17e9
+size 19656
diff --git a/UCI_N4/aol/runs/adult/fold_0/1762564965.4770553/events.out.tfevents.1762564965.auvsl-gpu-01.ise.illinois.edu.627158.865 b/UCI_N4/aol/runs/adult/fold_0/1762564965.4770553/events.out.tfevents.1762564965.auvsl-gpu-01.ise.illinois.edu.627158.865
new file mode 100644
index 0000000000000000000000000000000000000000..1f07183308d5a087dd4a159de61bfd8933f57573
--- /dev/null
+++ b/UCI_N4/aol/runs/adult/fold_0/1762564965.4770553/events.out.tfevents.1762564965.auvsl-gpu-01.ise.illinois.edu.627158.865
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04838ffa911737bbad11e1cc75fc17b4d13d62dd71f0412bd1f6b7bb1edb608e
+size 1166
diff --git a/UCI_N4/aol/runs/adult/fold_0/best_state.pth b/UCI_N4/aol/runs/adult/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..50291e0347c982d89d85fca8ab9006a50ea61cc6
--- /dev/null
+++ b/UCI_N4/aol/runs/adult/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f595c59ea8c1e11cc6ac117570a1c24214b0ecd41a1868166c6a06b3e610059
+size 11639
diff --git a/UCI_N4/aol/runs/adult/fold_0/events.out.tfevents.1762564896.auvsl-gpu-01.ise.illinois.edu.627158.864 b/UCI_N4/aol/runs/adult/fold_0/events.out.tfevents.1762564896.auvsl-gpu-01.ise.illinois.edu.627158.864
new file mode 100644
index 0000000000000000000000000000000000000000..1e03d0d4c5b7d629b0f9ee4f16a9eb6b32bf7d3d
--- /dev/null
+++ b/UCI_N4/aol/runs/adult/fold_0/events.out.tfevents.1762564896.auvsl-gpu-01.ise.illinois.edu.627158.864
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5140f60242b4aec3a5e707bcf04c93cb6b38209756472ab988e1e23e070dddcd
+size 17364
diff --git a/UCI_N4/aol/runs/adult/fold_1/1762565041.9862823/events.out.tfevents.1762565041.auvsl-gpu-01.ise.illinois.edu.627158.867 b/UCI_N4/aol/runs/adult/fold_1/1762565041.9862823/events.out.tfevents.1762565041.auvsl-gpu-01.ise.illinois.edu.627158.867
new file mode 100644
index 0000000000000000000000000000000000000000..d7fbce345407ab4604e0981b7ca3eed9be3b76b2
--- /dev/null
+++ b/UCI_N4/aol/runs/adult/fold_1/1762565041.9862823/events.out.tfevents.1762565041.auvsl-gpu-01.ise.illinois.edu.627158.867
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7fc77a851d4f049bc9212551776de56eacd8788418bb17fa92bac606f34d524e
+size 1166
diff --git a/UCI_N4/aol/runs/adult/fold_1/best_state.pth b/UCI_N4/aol/runs/adult/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b8c6e1d4abebaae8d036de601fac7b8ed2f8cba8
--- /dev/null
+++ b/UCI_N4/aol/runs/adult/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9c3f526af5b22c06ec646593a626fe36f18386d5b3d6f793a7b89f885a06299
+size 11639
diff --git a/UCI_N4/aol/runs/adult/fold_1/events.out.tfevents.1762564965.auvsl-gpu-01.ise.illinois.edu.627158.866 b/UCI_N4/aol/runs/adult/fold_1/events.out.tfevents.1762564965.auvsl-gpu-01.ise.illinois.edu.627158.866
new file mode 100644
index 0000000000000000000000000000000000000000..6f2d2c6bf03c0d7783d75d817359f45f69bd755f
--- /dev/null
+++ b/UCI_N4/aol/runs/adult/fold_1/events.out.tfevents.1762564965.auvsl-gpu-01.ise.illinois.edu.627158.866
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09ea485de50c64af1123719594143c1f92b55987df2024bb33d15cab8e1c6c3e
+size 20802
diff --git a/UCI_N4/aol/runs/adult/fold_2/1762565116.7995803/events.out.tfevents.1762565116.auvsl-gpu-01.ise.illinois.edu.627158.869 b/UCI_N4/aol/runs/adult/fold_2/1762565116.7995803/events.out.tfevents.1762565116.auvsl-gpu-01.ise.illinois.edu.627158.869
new file mode 100644
index 0000000000000000000000000000000000000000..c5fa3d39d906e2825e68f72950e1e0b8a2ca5392
--- /dev/null
+++ b/UCI_N4/aol/runs/adult/fold_2/1762565116.7995803/events.out.tfevents.1762565116.auvsl-gpu-01.ise.illinois.edu.627158.869
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c21e52f80516fdc24c7987c41ec028b977e35d304633c90aba11903721390fb6
+size 1166
diff --git a/UCI_N4/aol/runs/adult/fold_2/best_state.pth b/UCI_N4/aol/runs/adult/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9b655e2b615d5c46d78685e6e03e842caef1d0eb
--- /dev/null
+++ b/UCI_N4/aol/runs/adult/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e7a1b75cef3eb69b8ea31798d4c9ecaaee29edab30129f9bc23df648a5f970c
+size 11639
diff --git a/UCI_N4/aol/runs/adult/fold_2/events.out.tfevents.1762565042.auvsl-gpu-01.ise.illinois.edu.627158.868 b/UCI_N4/aol/runs/adult/fold_2/events.out.tfevents.1762565042.auvsl-gpu-01.ise.illinois.edu.627158.868
new file mode 100644
index 0000000000000000000000000000000000000000..40b5d8ee36a78e86676fc46e6e42ed4fbeecc232
--- /dev/null
+++ b/UCI_N4/aol/runs/adult/fold_2/events.out.tfevents.1762565042.auvsl-gpu-01.ise.illinois.edu.627158.868
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b296566bb88afa3e0d2341586c1f30019cc29105e6f4728e2e60040b9e65ceac
+size 20038
diff --git a/UCI_N4/aol/runs/adult/fold_3/1762565163.6465895/events.out.tfevents.1762565163.auvsl-gpu-01.ise.illinois.edu.627158.871 b/UCI_N4/aol/runs/adult/fold_3/1762565163.6465895/events.out.tfevents.1762565163.auvsl-gpu-01.ise.illinois.edu.627158.871
new file mode 100644
index 0000000000000000000000000000000000000000..bddefaee0b8f9550f9c29467c8b894b54904d542
--- /dev/null
+++ b/UCI_N4/aol/runs/adult/fold_3/1762565163.6465895/events.out.tfevents.1762565163.auvsl-gpu-01.ise.illinois.edu.627158.871
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c06ad8282369695540aa3ca05bba1b7ac8f658bebd8df8a3066709f97872cd2
+size 1166
diff --git a/UCI_N4/aol/runs/adult/fold_3/best_state.pth b/UCI_N4/aol/runs/adult/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b5d70fa1c97a0ec2dac9c769698d8822fe356862
--- /dev/null
+++ b/UCI_N4/aol/runs/adult/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38a084ca6a14d1673d9736e91b341f95d723dc063dd13811f1c10ee4de3510b7
+size 11639
diff --git a/UCI_N4/aol/runs/adult/fold_3/events.out.tfevents.1762565116.auvsl-gpu-01.ise.illinois.edu.627158.870 b/UCI_N4/aol/runs/adult/fold_3/events.out.tfevents.1762565116.auvsl-gpu-01.ise.illinois.edu.627158.870
new file mode 100644
index 0000000000000000000000000000000000000000..4e03d5aa6b85d17fcb8e67b119d48ca0acf0b82d
--- /dev/null
+++ b/UCI_N4/aol/runs/adult/fold_3/events.out.tfevents.1762565116.auvsl-gpu-01.ise.illinois.edu.627158.870
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb6818d4c0015e97765d58cc7bfc46fc0dfc4b0220c1392fd3b5479d73a8bbfb
+size 13161
diff --git a/UCI_N4/aol/runs/annealing/fold_0/1762564918.7698581/events.out.tfevents.1762564918.auvsl-gpu-01.ise.illinois.edu.627155.729 b/UCI_N4/aol/runs/annealing/fold_0/1762564918.7698581/events.out.tfevents.1762564918.auvsl-gpu-01.ise.illinois.edu.627155.729
new file mode 100644
index 0000000000000000000000000000000000000000..62f8c5c666d68af4661aff2035c780f3065e7d91
--- /dev/null
+++ b/UCI_N4/aol/runs/annealing/fold_0/1762564918.7698581/events.out.tfevents.1762564918.auvsl-gpu-01.ise.illinois.edu.627155.729
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d4879bfb01372ccea2b56e887f21b6da86f5f83357e8d82764a6a5e2565c89a
+size 1170
diff --git a/UCI_N4/aol/runs/annealing/fold_0/best_state.pth b/UCI_N4/aol/runs/annealing/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..cccade92d2180aff66a416aa4d21449da7612722
--- /dev/null
+++ b/UCI_N4/aol/runs/annealing/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bd2d182f2ada8a3dd16b12581a37df668ca3cd8e1643bfef02f8ba68f740005
+size 43639
diff --git a/UCI_N4/aol/runs/annealing/fold_0/events.out.tfevents.1762564918.auvsl-gpu-01.ise.illinois.edu.627155.728 b/UCI_N4/aol/runs/annealing/fold_0/events.out.tfevents.1762564918.auvsl-gpu-01.ise.illinois.edu.627155.728
new file mode 100644
index 0000000000000000000000000000000000000000..8d0e25be6a43b2f6b5de66902192daf970d98239
--- /dev/null
+++ b/UCI_N4/aol/runs/annealing/fold_0/events.out.tfevents.1762564918.auvsl-gpu-01.ise.illinois.edu.627155.728
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:127121fd45801a7616d73931ef9244cc73ed7267146598d995db0dacdc871b53
+size 15071
diff --git a/UCI_N4/aol/runs/annealing/fold_1/1762564920.188567/events.out.tfevents.1762564920.auvsl-gpu-01.ise.illinois.edu.627155.731 b/UCI_N4/aol/runs/annealing/fold_1/1762564920.188567/events.out.tfevents.1762564920.auvsl-gpu-01.ise.illinois.edu.627155.731
new file mode 100644
index 0000000000000000000000000000000000000000..b0a5f88e20e203f9ef55c02d10055503f062faa1
--- /dev/null
+++ b/UCI_N4/aol/runs/annealing/fold_1/1762564920.188567/events.out.tfevents.1762564920.auvsl-gpu-01.ise.illinois.edu.627155.731
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02885e1fac569c48ab7af1977513c54b61d1f64bed61dd5b86b0139df3a29191
+size 1170
diff --git a/UCI_N4/aol/runs/annealing/fold_1/best_state.pth b/UCI_N4/aol/runs/annealing/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e0f9a8cb778e563b1688bc5448a1dea69ee80876
--- /dev/null
+++ b/UCI_N4/aol/runs/annealing/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47e8933d9499dfc80e2a4b741c75e29e3c36bafdb91aff144bc8f81e2b42aad0
+size 43639
diff --git a/UCI_N4/aol/runs/annealing/fold_1/events.out.tfevents.1762564918.auvsl-gpu-01.ise.illinois.edu.627155.730 b/UCI_N4/aol/runs/annealing/fold_1/events.out.tfevents.1762564918.auvsl-gpu-01.ise.illinois.edu.627155.730
new file mode 100644
index 0000000000000000000000000000000000000000..49ca3fe7393f9c9d5e9650ccf2e35cdde339423e
--- /dev/null
+++ b/UCI_N4/aol/runs/annealing/fold_1/events.out.tfevents.1762564918.auvsl-gpu-01.ise.illinois.edu.627155.730
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45784bcc31ab4bbac00da4cdc7a515543db57f3d28c9136fba53c927be338693
+size 28442
diff --git a/UCI_N4/aol/runs/annealing/fold_2/1762564921.0922892/events.out.tfevents.1762564921.auvsl-gpu-01.ise.illinois.edu.627155.733 b/UCI_N4/aol/runs/annealing/fold_2/1762564921.0922892/events.out.tfevents.1762564921.auvsl-gpu-01.ise.illinois.edu.627155.733
new file mode 100644
index 0000000000000000000000000000000000000000..14131015ddd44fe34be0ee366626e3522da2eca5
--- /dev/null
+++ b/UCI_N4/aol/runs/annealing/fold_2/1762564921.0922892/events.out.tfevents.1762564921.auvsl-gpu-01.ise.illinois.edu.627155.733
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77354b2aa669adfe1d0453db9ee4ccc8dbebee1d6fbc554d06d082af4e28a2fe
+size 1170
diff --git a/UCI_N4/aol/runs/annealing/fold_2/best_state.pth b/UCI_N4/aol/runs/annealing/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2970c0ab7eb1f4e56dfb1de19f9a137fbf35bef7
--- /dev/null
+++ b/UCI_N4/aol/runs/annealing/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a7840b7b0ff3920b4ddfb026a1903797d2159f45adf6dae7e912017151db080
+size 43639
diff --git a/UCI_N4/aol/runs/annealing/fold_2/events.out.tfevents.1762564920.auvsl-gpu-01.ise.illinois.edu.627155.732 b/UCI_N4/aol/runs/annealing/fold_2/events.out.tfevents.1762564920.auvsl-gpu-01.ise.illinois.edu.627155.732
new file mode 100644
index 0000000000000000000000000000000000000000..2581dd6cfa71c682988c435a369ef6719629280f
--- /dev/null
+++ b/UCI_N4/aol/runs/annealing/fold_2/events.out.tfevents.1762564920.auvsl-gpu-01.ise.illinois.edu.627155.732
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1db43a96428ad382e41eb1030ac9a6b29a4434518452e8a2efcd6901bff59f0
+size 18510
diff --git a/UCI_N4/aol/runs/annealing/fold_3/1762564922.0788171/events.out.tfevents.1762564922.auvsl-gpu-01.ise.illinois.edu.627155.735 b/UCI_N4/aol/runs/annealing/fold_3/1762564922.0788171/events.out.tfevents.1762564922.auvsl-gpu-01.ise.illinois.edu.627155.735
new file mode 100644
index 0000000000000000000000000000000000000000..bfe81c5af8a9fd5b964a46479e19faa0d0adf4fd
--- /dev/null
+++ b/UCI_N4/aol/runs/annealing/fold_3/1762564922.0788171/events.out.tfevents.1762564922.auvsl-gpu-01.ise.illinois.edu.627155.735
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:942eec23d112904fa698100474e7a4782bdc55ba64cba14726cd274a28c4ada7
+size 1170
diff --git a/UCI_N4/aol/runs/annealing/fold_3/best_state.pth b/UCI_N4/aol/runs/annealing/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ef50160437a417332822cd6136a3ef270b3db7c5
--- /dev/null
+++ b/UCI_N4/aol/runs/annealing/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b985d2489361b4a686134a96adfd4b05ba0b8c22284b8064e898f080b3e45887
+size 43639
diff --git a/UCI_N4/aol/runs/annealing/fold_3/events.out.tfevents.1762564921.auvsl-gpu-01.ise.illinois.edu.627155.734 b/UCI_N4/aol/runs/annealing/fold_3/events.out.tfevents.1762564921.auvsl-gpu-01.ise.illinois.edu.627155.734
new file mode 100644
index 0000000000000000000000000000000000000000..f461c75790f8a2d2e1c11d15c6b9e175d59bfb60
--- /dev/null
+++ b/UCI_N4/aol/runs/annealing/fold_3/events.out.tfevents.1762564921.auvsl-gpu-01.ise.illinois.edu.627155.734
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f5913c6ee252698db1e4daa25e0e42f9d872e71b5855dbb9650af1326674f89
+size 20420
diff --git a/UCI_N4/aol/runs/arrhythmia/fold_0/1762564922.8813455/events.out.tfevents.1762564922.auvsl-gpu-01.ise.illinois.edu.627155.737 b/UCI_N4/aol/runs/arrhythmia/fold_0/1762564922.8813455/events.out.tfevents.1762564922.auvsl-gpu-01.ise.illinois.edu.627155.737
new file mode 100644
index 0000000000000000000000000000000000000000..463d709dd360539c4390cdcbcd791fc6e8d58deb
--- /dev/null
+++ b/UCI_N4/aol/runs/arrhythmia/fold_0/1762564922.8813455/events.out.tfevents.1762564922.auvsl-gpu-01.ise.illinois.edu.627155.737
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e942c43480f0eabeaa11d8573bf50515d6bdd86ea65cc03ba6c5d20603d52917
+size 1171
diff --git a/UCI_N4/aol/runs/arrhythmia/fold_0/best_state.pth b/UCI_N4/aol/runs/arrhythmia/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..92e9f8c4f57aaa41a20c875f40ae7de221a614c4
--- /dev/null
+++ b/UCI_N4/aol/runs/arrhythmia/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a3b4c0ef2cfb8009902beaa74d565eed83ca014c753e6ba4e76e828fc77f9fa
+size 2782583
diff --git a/UCI_N4/aol/runs/arrhythmia/fold_0/events.out.tfevents.1762564922.auvsl-gpu-01.ise.illinois.edu.627155.736 b/UCI_N4/aol/runs/arrhythmia/fold_0/events.out.tfevents.1762564922.auvsl-gpu-01.ise.illinois.edu.627155.736
new file mode 100644
index 0000000000000000000000000000000000000000..1af9fdfbcc915b477016a8734f93412bd0e79c53
--- /dev/null
+++ b/UCI_N4/aol/runs/arrhythmia/fold_0/events.out.tfevents.1762564922.auvsl-gpu-01.ise.illinois.edu.627155.736
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89ff1f65249634e3f9ba6c99838542f562997ee180342e8d99cb6181888d1824
+size 13925
diff --git a/UCI_N4/aol/runs/arrhythmia/fold_1/1762564924.0844235/events.out.tfevents.1762564924.auvsl-gpu-01.ise.illinois.edu.627155.739 b/UCI_N4/aol/runs/arrhythmia/fold_1/1762564924.0844235/events.out.tfevents.1762564924.auvsl-gpu-01.ise.illinois.edu.627155.739
new file mode 100644
index 0000000000000000000000000000000000000000..be4db27e5c156f66bfd96eae78ea329cad376a30
--- /dev/null
+++ b/UCI_N4/aol/runs/arrhythmia/fold_1/1762564924.0844235/events.out.tfevents.1762564924.auvsl-gpu-01.ise.illinois.edu.627155.739
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46182735c60b8d09391745224dded2329328ca4481de123f3d0715f016f3ac6d
+size 1171
diff --git a/UCI_N4/aol/runs/arrhythmia/fold_1/best_state.pth b/UCI_N4/aol/runs/arrhythmia/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e6de563c32904e65cd725511bb2a755fad9033d4
--- /dev/null
+++ b/UCI_N4/aol/runs/arrhythmia/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bedc42351234f17b3c13345d62d9bd652d5713c19290e640a0848164784b1994
+size 2782583
diff --git a/UCI_N4/aol/runs/arrhythmia/fold_1/events.out.tfevents.1762564922.auvsl-gpu-01.ise.illinois.edu.627155.738 b/UCI_N4/aol/runs/arrhythmia/fold_1/events.out.tfevents.1762564922.auvsl-gpu-01.ise.illinois.edu.627155.738
new file mode 100644
index 0000000000000000000000000000000000000000..2b8e1baa0789457e30f5b031d21d79da7387d729
--- /dev/null
+++ b/UCI_N4/aol/runs/arrhythmia/fold_1/events.out.tfevents.1762564922.auvsl-gpu-01.ise.illinois.edu.627155.738
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5d7740a00ab884d29e51a8a935fa3cedf3fb858f590de5856e376ad204f0126
+size 20038
diff --git a/UCI_N4/aol/runs/arrhythmia/fold_2/1762564924.6642234/events.out.tfevents.1762564924.auvsl-gpu-01.ise.illinois.edu.627155.741 b/UCI_N4/aol/runs/arrhythmia/fold_2/1762564924.6642234/events.out.tfevents.1762564924.auvsl-gpu-01.ise.illinois.edu.627155.741
new file mode 100644
index 0000000000000000000000000000000000000000..f7274bcaac0ea2be7ba6df2f36c9293558f6ee1e
--- /dev/null
+++ b/UCI_N4/aol/runs/arrhythmia/fold_2/1762564924.6642234/events.out.tfevents.1762564924.auvsl-gpu-01.ise.illinois.edu.627155.741
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abc6f4cf2ff37febe90941ae253690ff2565a7fe91242f150b308ddf8c17acf9
+size 1171
diff --git a/UCI_N4/aol/runs/arrhythmia/fold_2/best_state.pth b/UCI_N4/aol/runs/arrhythmia/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c6be2ca7614019eef74769d359a841322879f576
--- /dev/null
+++ b/UCI_N4/aol/runs/arrhythmia/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:947a02ec5d5d4387f576863a94ef7074a63fb1abfcc20367df8377b8ac8ffd23
+size 2782583
diff --git a/UCI_N4/aol/runs/arrhythmia/fold_2/events.out.tfevents.1762564924.auvsl-gpu-01.ise.illinois.edu.627155.740 b/UCI_N4/aol/runs/arrhythmia/fold_2/events.out.tfevents.1762564924.auvsl-gpu-01.ise.illinois.edu.627155.740
new file mode 100644
index 0000000000000000000000000000000000000000..75669c99e32ff7cce6e2d144450ff56a8e422ff2
--- /dev/null
+++ b/UCI_N4/aol/runs/arrhythmia/fold_2/events.out.tfevents.1762564924.auvsl-gpu-01.ise.illinois.edu.627155.740
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71e7ac0fddffa50f549953a01e8c4a68cfac36a355846477fbabe677289fcfe7
+size 12397
diff --git a/UCI_N4/aol/runs/arrhythmia/fold_3/1762564926.161936/events.out.tfevents.1762564926.auvsl-gpu-01.ise.illinois.edu.627155.743 b/UCI_N4/aol/runs/arrhythmia/fold_3/1762564926.161936/events.out.tfevents.1762564926.auvsl-gpu-01.ise.illinois.edu.627155.743
new file mode 100644
index 0000000000000000000000000000000000000000..f04109cc7ac946a6fa8665bf75985323de246a79
--- /dev/null
+++ b/UCI_N4/aol/runs/arrhythmia/fold_3/1762564926.161936/events.out.tfevents.1762564926.auvsl-gpu-01.ise.illinois.edu.627155.743
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4557e5d5f6d8b9390ce2e0c4ddd001f402e4f1c8a71f02bed8ecfd57463388f4
+size 1171
diff --git a/UCI_N4/aol/runs/arrhythmia/fold_3/best_state.pth b/UCI_N4/aol/runs/arrhythmia/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..16e5984ed2f1500de92308418f5d885b2cb56355
--- /dev/null
+++ b/UCI_N4/aol/runs/arrhythmia/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8440c7d0fb67b746ee3a06c684ac26fffd8c5b2e36e58dee439566a48c49b56
+size 2782583
diff --git a/UCI_N4/aol/runs/arrhythmia/fold_3/events.out.tfevents.1762564924.auvsl-gpu-01.ise.illinois.edu.627155.742 b/UCI_N4/aol/runs/arrhythmia/fold_3/events.out.tfevents.1762564924.auvsl-gpu-01.ise.illinois.edu.627155.742
new file mode 100644
index 0000000000000000000000000000000000000000..ef109bfbb859b788d4dbbed2af4664ec18c6eedc
--- /dev/null
+++ b/UCI_N4/aol/runs/arrhythmia/fold_3/events.out.tfevents.1762564924.auvsl-gpu-01.ise.illinois.edu.627155.742
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5c146a1241d1824f2a70f17db68626b0c4d762d73a25624859a317f419ea862
+size 24622
diff --git a/UCI_N4/aol/runs/audiology-std/fold_0/1762564926.779666/events.out.tfevents.1762564926.auvsl-gpu-01.ise.illinois.edu.627155.745 b/UCI_N4/aol/runs/audiology-std/fold_0/1762564926.779666/events.out.tfevents.1762564926.auvsl-gpu-01.ise.illinois.edu.627155.745
new file mode 100644
index 0000000000000000000000000000000000000000..6e87d91fe51c5c124d060248e99220344cd97825
--- /dev/null
+++ b/UCI_N4/aol/runs/audiology-std/fold_0/1762564926.779666/events.out.tfevents.1762564926.auvsl-gpu-01.ise.illinois.edu.627155.745
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e128c0d2467743a9c48298fd3cac253d6a7ebe2df5809b32f6c83c67cb533d4f
+size 1174
diff --git a/UCI_N4/aol/runs/audiology-std/fold_0/best_state.pth b/UCI_N4/aol/runs/audiology-std/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..fe62bd7cd0cd49fdaa6b57e5791b70fe72060d95
--- /dev/null
+++ b/UCI_N4/aol/runs/audiology-std/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83dd81bec5449e4977fb91f18a30893397ad69d1c6cc2ec5114417c8dbb6b986
+size 152503
diff --git a/UCI_N4/aol/runs/audiology-std/fold_0/events.out.tfevents.1762564926.auvsl-gpu-01.ise.illinois.edu.627155.744 b/UCI_N4/aol/runs/audiology-std/fold_0/events.out.tfevents.1762564926.auvsl-gpu-01.ise.illinois.edu.627155.744
new file mode 100644
index 0000000000000000000000000000000000000000..1fa6d09163284435be8fa4a0d682f162137fb362
--- /dev/null
+++ b/UCI_N4/aol/runs/audiology-std/fold_0/events.out.tfevents.1762564926.auvsl-gpu-01.ise.illinois.edu.627155.744
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ac50d478e45843092cb2946713bddbf4b8e35dc3980e2442bfb2eb5322e10b5
+size 24622
diff --git a/UCI_N4/aol/runs/audiology-std/fold_1/1762564927.3205018/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.747 b/UCI_N4/aol/runs/audiology-std/fold_1/1762564927.3205018/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.747
new file mode 100644
index 0000000000000000000000000000000000000000..35cb348b5dae39a94a38dd0cd527b2aedb8a22d0
--- /dev/null
+++ b/UCI_N4/aol/runs/audiology-std/fold_1/1762564927.3205018/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.747
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78ddbb4c76269258d5ac1f8abbe0eb43d568a83ccaf9ce284b7898e9e83e473a
+size 1174
diff --git a/UCI_N4/aol/runs/audiology-std/fold_1/best_state.pth b/UCI_N4/aol/runs/audiology-std/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f6a79d8f1107ac538e9002ebb7287e831641815c
--- /dev/null
+++ b/UCI_N4/aol/runs/audiology-std/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:099f201244e74a9ef193676c25506cfbbaf246e8f81827fd1602110f439c8fe5
+size 152503
diff --git a/UCI_N4/aol/runs/audiology-std/fold_1/events.out.tfevents.1762564926.auvsl-gpu-01.ise.illinois.edu.627155.746 b/UCI_N4/aol/runs/audiology-std/fold_1/events.out.tfevents.1762564926.auvsl-gpu-01.ise.illinois.edu.627155.746
new file mode 100644
index 0000000000000000000000000000000000000000..0eb2fc6be9432d2085c916fb2c886f479edcf169
--- /dev/null
+++ b/UCI_N4/aol/runs/audiology-std/fold_1/events.out.tfevents.1762564926.auvsl-gpu-01.ise.illinois.edu.627155.746
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70b6a0b89e2f64557340b1fb9c0a4ccd1824e6e85a7e7cdf414f1d8e0ebb2d27
+size 23094
diff --git a/UCI_N4/aol/runs/audiology-std/fold_2/1762564927.618493/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.749 b/UCI_N4/aol/runs/audiology-std/fold_2/1762564927.618493/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.749
new file mode 100644
index 0000000000000000000000000000000000000000..fa39f5936e0492864548d7ff670afdf27eb2e4b5
--- /dev/null
+++ b/UCI_N4/aol/runs/audiology-std/fold_2/1762564927.618493/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.749
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e704ae125cacd6e4da47133664df558171f3d6d11eeef6d5ed1d1717a09c4b2
+size 1174
diff --git a/UCI_N4/aol/runs/audiology-std/fold_2/best_state.pth b/UCI_N4/aol/runs/audiology-std/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2fcedb7574538e65c52448e31860fa92c1b29f6c
--- /dev/null
+++ b/UCI_N4/aol/runs/audiology-std/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eef0a8a5c95c32badd226b3e3598797e723a84b74ef9f2e879a4c5a41b65b346
+size 152503
diff --git a/UCI_N4/aol/runs/audiology-std/fold_2/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.748 b/UCI_N4/aol/runs/audiology-std/fold_2/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.748
new file mode 100644
index 0000000000000000000000000000000000000000..27b6a7fefa548742666286e34c4c528f06743b35
--- /dev/null
+++ b/UCI_N4/aol/runs/audiology-std/fold_2/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.748
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d19b6b777db319674ea38e966da474512270bd7245402abb26938897d7ac705
+size 13161
diff --git a/UCI_N4/aol/runs/audiology-std/fold_3/1762564927.963538/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.751 b/UCI_N4/aol/runs/audiology-std/fold_3/1762564927.963538/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.751
new file mode 100644
index 0000000000000000000000000000000000000000..c222e08efa3979468a5d2d5f95a8f4fda0c6659a
--- /dev/null
+++ b/UCI_N4/aol/runs/audiology-std/fold_3/1762564927.963538/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.751
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f59a47d22c6de3229192cde515669f080715153321dd0c265967e91481c5508
+size 1174
diff --git a/UCI_N4/aol/runs/audiology-std/fold_3/best_state.pth b/UCI_N4/aol/runs/audiology-std/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..da9b52f148edb7602758c8b2b8c71bc34ff5a581
--- /dev/null
+++ b/UCI_N4/aol/runs/audiology-std/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:070cc8d95705829834efc810a2f2d0c7aee5bf49564128cfa5d8dd8752b984d3
+size 152503
diff --git a/UCI_N4/aol/runs/audiology-std/fold_3/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.750 b/UCI_N4/aol/runs/audiology-std/fold_3/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.750
new file mode 100644
index 0000000000000000000000000000000000000000..aea640d3b94ce624e45c391dc7efca26c65426e4
--- /dev/null
+++ b/UCI_N4/aol/runs/audiology-std/fold_3/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.750
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b279fba50adef1004b8d8c48b73bcb40af38170687caa24b2cb9675a7c0a874
+size 14689
diff --git a/UCI_N4/aol/runs/balance-scale/fold_0/1762564928.7362993/events.out.tfevents.1762564928.auvsl-gpu-01.ise.illinois.edu.627155.753 b/UCI_N4/aol/runs/balance-scale/fold_0/1762564928.7362993/events.out.tfevents.1762564928.auvsl-gpu-01.ise.illinois.edu.627155.753
new file mode 100644
index 0000000000000000000000000000000000000000..7933ed9bbb3cf6204a81462cf5834298a83c4702
--- /dev/null
+++ b/UCI_N4/aol/runs/balance-scale/fold_0/1762564928.7362993/events.out.tfevents.1762564928.auvsl-gpu-01.ise.illinois.edu.627155.753
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2f7778169f09d2b7d57a9f4ae8dd78b97570067cda0993e4dad29bcba9eba67
+size 1174
diff --git a/UCI_N4/aol/runs/balance-scale/fold_0/best_state.pth b/UCI_N4/aol/runs/balance-scale/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6cdf57f319ff187f380769805193a863e3c8ff0d
--- /dev/null
+++ b/UCI_N4/aol/runs/balance-scale/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:43f3ff6c4ab5425b3e98b178d07ed2ffeec1a95b73ad11908d28cd7a2439e1e6
+size 4407
diff --git a/UCI_N4/aol/runs/balance-scale/fold_0/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.752 b/UCI_N4/aol/runs/balance-scale/fold_0/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.752
new file mode 100644
index 0000000000000000000000000000000000000000..4cf511255097ea167d94802d0d5d2a61344f9fe6
--- /dev/null
+++ b/UCI_N4/aol/runs/balance-scale/fold_0/events.out.tfevents.1762564927.auvsl-gpu-01.ise.illinois.edu.627155.752
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4adac4153b538a7de2006487bb0d16034bb7a0d9706d9b7a18d906bf1834eb05
+size 12397
diff --git a/UCI_N4/aol/runs/balance-scale/fold_1/1762564931.0913653/events.out.tfevents.1762564931.auvsl-gpu-01.ise.illinois.edu.627155.755 b/UCI_N4/aol/runs/balance-scale/fold_1/1762564931.0913653/events.out.tfevents.1762564931.auvsl-gpu-01.ise.illinois.edu.627155.755
new file mode 100644
index 0000000000000000000000000000000000000000..2d807b9cc77f05b0122ef551b1b5f25ea348a7a1
--- /dev/null
+++ b/UCI_N4/aol/runs/balance-scale/fold_1/1762564931.0913653/events.out.tfevents.1762564931.auvsl-gpu-01.ise.illinois.edu.627155.755
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e93b9ce846cc44a979ab787af16f11099a429bae7b75872eb4534d7077b3403
+size 1174
diff --git a/UCI_N4/aol/runs/balance-scale/fold_1/best_state.pth b/UCI_N4/aol/runs/balance-scale/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..defd41cdc34f15a73357498c2e17d7782f472e5d
--- /dev/null
+++ b/UCI_N4/aol/runs/balance-scale/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b32bbbd89d045e762e3fa3b9d032392b017baf1f2a1c7e510a93f0065f6bc1fa
+size 4407
diff --git a/UCI_N4/aol/runs/balance-scale/fold_1/events.out.tfevents.1762564928.auvsl-gpu-01.ise.illinois.edu.627155.754 b/UCI_N4/aol/runs/balance-scale/fold_1/events.out.tfevents.1762564928.auvsl-gpu-01.ise.illinois.edu.627155.754
new file mode 100644
index 0000000000000000000000000000000000000000..2c42ea0c6670818319aec747576b5984773e2300
--- /dev/null
+++ b/UCI_N4/aol/runs/balance-scale/fold_1/events.out.tfevents.1762564928.auvsl-gpu-01.ise.illinois.edu.627155.754
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c78a63b64ae8ebeaf4ae035b8173bdc842047fa0ff0bc5413db4c0cb686edd9a
+size 38756
diff --git a/UCI_N4/aol/runs/balance-scale/fold_2/1762564931.7666476/events.out.tfevents.1762564931.auvsl-gpu-01.ise.illinois.edu.627155.757 b/UCI_N4/aol/runs/balance-scale/fold_2/1762564931.7666476/events.out.tfevents.1762564931.auvsl-gpu-01.ise.illinois.edu.627155.757
new file mode 100644
index 0000000000000000000000000000000000000000..505c51f5ae92a0a0cbc6c0191360e1a715ae09f3
--- /dev/null
+++ b/UCI_N4/aol/runs/balance-scale/fold_2/1762564931.7666476/events.out.tfevents.1762564931.auvsl-gpu-01.ise.illinois.edu.627155.757
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94db564ae22c73c222bd1634624441ffb1145a5fab9bed23726dfe851538c3b2
+size 1174
diff --git a/UCI_N4/aol/runs/balance-scale/fold_2/best_state.pth b/UCI_N4/aol/runs/balance-scale/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..33dbeff8f1a760ec1815214c18c5e915f5d3db61
--- /dev/null
+++ b/UCI_N4/aol/runs/balance-scale/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9bc18635e7ea7fce94b482a5dab5ec5cae35ac595e511f4f260a7af5f5e23327
+size 4407
diff --git a/UCI_N4/aol/runs/balance-scale/fold_2/events.out.tfevents.1762564931.auvsl-gpu-01.ise.illinois.edu.627155.756 b/UCI_N4/aol/runs/balance-scale/fold_2/events.out.tfevents.1762564931.auvsl-gpu-01.ise.illinois.edu.627155.756
new file mode 100644
index 0000000000000000000000000000000000000000..1b26971b6a701b4d2919ef4a91253e7e1a5c1d07
--- /dev/null
+++ b/UCI_N4/aol/runs/balance-scale/fold_2/events.out.tfevents.1762564931.auvsl-gpu-01.ise.illinois.edu.627155.756
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7632b945c6a474bbff8a4a12efc875f172472ac8ffa5045c1c7be4ee0974124f
+size 12397
diff --git a/UCI_N4/aol/runs/balance-scale/fold_3/1762564934.1674783/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.759 b/UCI_N4/aol/runs/balance-scale/fold_3/1762564934.1674783/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.759
new file mode 100644
index 0000000000000000000000000000000000000000..058554f1ac43f3b2ee1f2446568226cb5cb653f0
--- /dev/null
+++ b/UCI_N4/aol/runs/balance-scale/fold_3/1762564934.1674783/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.759
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fba531df9541bcf85f79ceb1815e462dacc7fe1ff2ac7baa17d6bd8549d4116c
+size 1174
diff --git a/UCI_N4/aol/runs/balance-scale/fold_3/best_state.pth b/UCI_N4/aol/runs/balance-scale/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1999c668a9670adac35ea0b114d8d2678ee99567
--- /dev/null
+++ b/UCI_N4/aol/runs/balance-scale/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2b761edc8c4900512c260f77909205392ae32bb7b35edb9993138b8abeaebbc
+size 4407
diff --git a/UCI_N4/aol/runs/balance-scale/fold_3/events.out.tfevents.1762564931.auvsl-gpu-01.ise.illinois.edu.627155.758 b/UCI_N4/aol/runs/balance-scale/fold_3/events.out.tfevents.1762564931.auvsl-gpu-01.ise.illinois.edu.627155.758
new file mode 100644
index 0000000000000000000000000000000000000000..7eaf49fd88ad31276e09a1f472cea8bdcc1546e6
--- /dev/null
+++ b/UCI_N4/aol/runs/balance-scale/fold_3/events.out.tfevents.1762564931.auvsl-gpu-01.ise.illinois.edu.627155.758
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:664d9015a95971581a0c30f7292bf2a8e40e04b0b31f3bbbc5c1bbabae01f66e
+size 38756
diff --git a/UCI_N4/aol/runs/balloons/fold_0/1762564934.4295645/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.761 b/UCI_N4/aol/runs/balloons/fold_0/1762564934.4295645/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.761
new file mode 100644
index 0000000000000000000000000000000000000000..3bbbb63550f8031ec30065d45781fcca6dfc1b4d
--- /dev/null
+++ b/UCI_N4/aol/runs/balloons/fold_0/1762564934.4295645/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.761
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4d20a78eecbca6701874eccdd898037d41fd1404f1874881de4e355775921a4
+size 1169
diff --git a/UCI_N4/aol/runs/balloons/fold_0/best_state.pth b/UCI_N4/aol/runs/balloons/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..aa01008afde8c7433e971b823a11028a5698dc14
--- /dev/null
+++ b/UCI_N4/aol/runs/balloons/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:481c1075cd9886f5384b2531948b8510dc1e8d8fc3d4d4a2fd2c7cccf224b480
+size 4407
diff --git a/UCI_N4/aol/runs/balloons/fold_0/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.760 b/UCI_N4/aol/runs/balloons/fold_0/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.760
new file mode 100644
index 0000000000000000000000000000000000000000..406bfa733557668f2445ee0e74e2dac45acf23cb
--- /dev/null
+++ b/UCI_N4/aol/runs/balloons/fold_0/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.760
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1efedff632617958b44ec151af06a4cf80540846da833aad590e344784e213c0
+size 12397
diff --git a/UCI_N4/aol/runs/balloons/fold_1/1762564934.6560557/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.763 b/UCI_N4/aol/runs/balloons/fold_1/1762564934.6560557/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.763
new file mode 100644
index 0000000000000000000000000000000000000000..a3952326ada929bda4fc63387e4046b3205c5315
--- /dev/null
+++ b/UCI_N4/aol/runs/balloons/fold_1/1762564934.6560557/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.763
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ed406c6951d32f0f7b84a47173adddbe53e54a85ece34f356ad8b53110c85a3
+size 1169
diff --git a/UCI_N4/aol/runs/balloons/fold_1/best_state.pth b/UCI_N4/aol/runs/balloons/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c22f8da23825f0779e7e57cbbe17b53cbb23dcb2
--- /dev/null
+++ b/UCI_N4/aol/runs/balloons/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de31d845fd923367d568bef5ab9f1b847a62ee698740ae8811f7924f7eb3b451
+size 4407
diff --git a/UCI_N4/aol/runs/balloons/fold_1/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.762 b/UCI_N4/aol/runs/balloons/fold_1/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.762
new file mode 100644
index 0000000000000000000000000000000000000000..5e3cb1342bc907f5e49a0bb662570c7503110eca
--- /dev/null
+++ b/UCI_N4/aol/runs/balloons/fold_1/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.762
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:632227fb8abb779e1f39db4ddf74264e915d14b9d16ea32050512024ca1e5361
+size 12397
diff --git a/UCI_N4/aol/runs/balloons/fold_2/1762564934.89607/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.765 b/UCI_N4/aol/runs/balloons/fold_2/1762564934.89607/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.765
new file mode 100644
index 0000000000000000000000000000000000000000..cfe6ea3afe6396e65965e4794b78e8458b964d52
--- /dev/null
+++ b/UCI_N4/aol/runs/balloons/fold_2/1762564934.89607/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.765
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9e96809a2a39aad34dd6bacf0981fc4e87f81a6b0004c65af818cc8bab1bc5c
+size 1169
diff --git a/UCI_N4/aol/runs/balloons/fold_2/best_state.pth b/UCI_N4/aol/runs/balloons/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ff0cc3459ac700330473ee7e1b4db9240af4eb51
--- /dev/null
+++ b/UCI_N4/aol/runs/balloons/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a8bed6678c43700e2cc2aaef3ac8c0f01586fc903ba27008b0ce9f15c4abcee
+size 4407
diff --git a/UCI_N4/aol/runs/balloons/fold_2/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.764 b/UCI_N4/aol/runs/balloons/fold_2/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.764
new file mode 100644
index 0000000000000000000000000000000000000000..eb8a9f8913b92847e530cec308830cba8f1947bf
--- /dev/null
+++ b/UCI_N4/aol/runs/balloons/fold_2/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.764
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:238f5b6a06cdba317bd4a110bde630d2c179cc84635edea3328cf4fcbe43fb46
+size 12397
diff --git a/UCI_N4/aol/runs/balloons/fold_3/1762564935.1606128/events.out.tfevents.1762564935.auvsl-gpu-01.ise.illinois.edu.627155.767 b/UCI_N4/aol/runs/balloons/fold_3/1762564935.1606128/events.out.tfevents.1762564935.auvsl-gpu-01.ise.illinois.edu.627155.767
new file mode 100644
index 0000000000000000000000000000000000000000..9a21a7a77ee9e0af157ef55a36d02ea9e38f43b1
--- /dev/null
+++ b/UCI_N4/aol/runs/balloons/fold_3/1762564935.1606128/events.out.tfevents.1762564935.auvsl-gpu-01.ise.illinois.edu.627155.767
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f036390b431750caa63ab48cd900188c16a945950d4bb6b3dca5bdbeda8d6b4b
+size 1169
diff --git a/UCI_N4/aol/runs/balloons/fold_3/best_state.pth b/UCI_N4/aol/runs/balloons/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ea96143a77ab83984095677a353df2337d349981
--- /dev/null
+++ b/UCI_N4/aol/runs/balloons/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed62be75bb12b6769dc7a1a00cfa00b19bc34d8378acd12dd81bb020d87c3a1c
+size 4407
diff --git a/UCI_N4/aol/runs/balloons/fold_3/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.766 b/UCI_N4/aol/runs/balloons/fold_3/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.766
new file mode 100644
index 0000000000000000000000000000000000000000..7cb9c0bb89ef2be9690b1c0daf5b9e72e0afcae7
--- /dev/null
+++ b/UCI_N4/aol/runs/balloons/fold_3/events.out.tfevents.1762564934.auvsl-gpu-01.ise.illinois.edu.627155.766
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f1ac085c28c742fbfb166f2c99966ce090ac741b6d4dac835ea19d56f44e1a3
+size 12397
diff --git a/UCI_N4/aol/runs/bank/fold_0/1762564939.122272/events.out.tfevents.1762564939.auvsl-gpu-01.ise.illinois.edu.627155.769 b/UCI_N4/aol/runs/bank/fold_0/1762564939.122272/events.out.tfevents.1762564939.auvsl-gpu-01.ise.illinois.edu.627155.769
new file mode 100644
index 0000000000000000000000000000000000000000..90fe0e250d820f46a2b4c0a004ae75d1c36d58ca
--- /dev/null
+++ b/UCI_N4/aol/runs/bank/fold_0/1762564939.122272/events.out.tfevents.1762564939.auvsl-gpu-01.ise.illinois.edu.627155.769
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fba5c0dd008d97c8d8dd82f8f6b650100fbf2f4919e71e235298bdabe7cbf72f
+size 1165
diff --git a/UCI_N4/aol/runs/bank/fold_0/best_state.pth b/UCI_N4/aol/runs/bank/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e56347ce94c108c0648058ae488ff6b19cc1c418
--- /dev/null
+++ b/UCI_N4/aol/runs/bank/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53cb6333eadada3cc91e646761d61b661beb93b309d19db97df0d36d4003ebce
+size 14327
diff --git a/UCI_N4/aol/runs/bank/fold_0/events.out.tfevents.1762564935.auvsl-gpu-01.ise.illinois.edu.627155.768 b/UCI_N4/aol/runs/bank/fold_0/events.out.tfevents.1762564935.auvsl-gpu-01.ise.illinois.edu.627155.768
new file mode 100644
index 0000000000000000000000000000000000000000..c02e81798caa87912f8299f6e28ea1edbabe8a33
--- /dev/null
+++ b/UCI_N4/aol/runs/bank/fold_0/events.out.tfevents.1762564935.auvsl-gpu-01.ise.illinois.edu.627155.768
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d5b898b0661ee23ea99e006c75c79fc473cdb1f7925ddbe2522275a962f3d47
+size 12397
diff --git a/UCI_N4/aol/runs/bank/fold_1/1762564946.2382329/events.out.tfevents.1762564946.auvsl-gpu-01.ise.illinois.edu.627155.771 b/UCI_N4/aol/runs/bank/fold_1/1762564946.2382329/events.out.tfevents.1762564946.auvsl-gpu-01.ise.illinois.edu.627155.771
new file mode 100644
index 0000000000000000000000000000000000000000..2cf9610b057df0fe47f65523113e3fa6d958cc90
--- /dev/null
+++ b/UCI_N4/aol/runs/bank/fold_1/1762564946.2382329/events.out.tfevents.1762564946.auvsl-gpu-01.ise.illinois.edu.627155.771
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a24f8c7cc23d7f92e140f7b7d814c8f6a8bdd95350a35a4b22ac00c220d989e4
+size 1165
diff --git a/UCI_N4/aol/runs/bank/fold_1/best_state.pth b/UCI_N4/aol/runs/bank/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3890de38fedab685fad260fd5e76a8bd2139089a
--- /dev/null
+++ b/UCI_N4/aol/runs/bank/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99e92f67b641f18ae9e42872bb5fa371e08e7fe19f7c763c1e740423f123af9d
+size 14327
diff --git a/UCI_N4/aol/runs/bank/fold_1/events.out.tfevents.1762564939.auvsl-gpu-01.ise.illinois.edu.627155.770 b/UCI_N4/aol/runs/bank/fold_1/events.out.tfevents.1762564939.auvsl-gpu-01.ise.illinois.edu.627155.770
new file mode 100644
index 0000000000000000000000000000000000000000..43011f8829a4776f92b88b02f580266318c0c2a0
--- /dev/null
+++ b/UCI_N4/aol/runs/bank/fold_1/events.out.tfevents.1762564939.auvsl-gpu-01.ise.illinois.edu.627155.770
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ba6825797b692763df61aa2536199bde86a88051da4a1034e2f6bc5808b6834
+size 22330
diff --git a/UCI_N4/aol/runs/bank/fold_2/1762564950.596176/events.out.tfevents.1762564950.auvsl-gpu-01.ise.illinois.edu.627155.773 b/UCI_N4/aol/runs/bank/fold_2/1762564950.596176/events.out.tfevents.1762564950.auvsl-gpu-01.ise.illinois.edu.627155.773
new file mode 100644
index 0000000000000000000000000000000000000000..f4d0197added0b4aeb53b0ea9edfffd841161ba6
--- /dev/null
+++ b/UCI_N4/aol/runs/bank/fold_2/1762564950.596176/events.out.tfevents.1762564950.auvsl-gpu-01.ise.illinois.edu.627155.773
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:465f40d59e7329f06148f526aacfa56ccb756ea5da6db5442d27a3e6530fd4a0
+size 1165
diff --git a/UCI_N4/aol/runs/bank/fold_2/best_state.pth b/UCI_N4/aol/runs/bank/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3c8760b25a016adce61643f75668e8b279040ebe
--- /dev/null
+++ b/UCI_N4/aol/runs/bank/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cd95a65f833eed7fdbb3d03ef7682d5e6cc86b74c08a490cd06a25b873381f1
+size 14327
diff --git a/UCI_N4/aol/runs/bank/fold_2/events.out.tfevents.1762564946.auvsl-gpu-01.ise.illinois.edu.627155.772 b/UCI_N4/aol/runs/bank/fold_2/events.out.tfevents.1762564946.auvsl-gpu-01.ise.illinois.edu.627155.772
new file mode 100644
index 0000000000000000000000000000000000000000..42194202d2eb8c2d9e2cf2ce5a8030652dac520f
--- /dev/null
+++ b/UCI_N4/aol/runs/bank/fold_2/events.out.tfevents.1762564946.auvsl-gpu-01.ise.illinois.edu.627155.772
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f1f0cb453f16301449fd1b5716162e6cbc56fd89f22a0f6c8e1e9391263e130
+size 13161
diff --git a/UCI_N4/aol/runs/bank/fold_3/1762564955.0258982/events.out.tfevents.1762564955.auvsl-gpu-01.ise.illinois.edu.627155.775 b/UCI_N4/aol/runs/bank/fold_3/1762564955.0258982/events.out.tfevents.1762564955.auvsl-gpu-01.ise.illinois.edu.627155.775
new file mode 100644
index 0000000000000000000000000000000000000000..3624251af8c3cc90cf4d2a77c52eeb0472220639
--- /dev/null
+++ b/UCI_N4/aol/runs/bank/fold_3/1762564955.0258982/events.out.tfevents.1762564955.auvsl-gpu-01.ise.illinois.edu.627155.775
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3feaa02340437d843ce2838943351f5c82b49aae82e9dbcdb23427e9fe3a6d8
+size 1165
diff --git a/UCI_N4/aol/runs/bank/fold_3/best_state.pth b/UCI_N4/aol/runs/bank/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..cf5ef56faa8600eef6174884165f8aecc259535a
--- /dev/null
+++ b/UCI_N4/aol/runs/bank/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11bd31525a7bd2fce02e79e8b1b73d6a2a07e9105e37cf90ce1ef781d3b172d1
+size 14327
diff --git a/UCI_N4/aol/runs/bank/fold_3/events.out.tfevents.1762564950.auvsl-gpu-01.ise.illinois.edu.627155.774 b/UCI_N4/aol/runs/bank/fold_3/events.out.tfevents.1762564950.auvsl-gpu-01.ise.illinois.edu.627155.774
new file mode 100644
index 0000000000000000000000000000000000000000..4293eaad7cb904fc0b1a80b8a72f7d9fbb0197ce
--- /dev/null
+++ b/UCI_N4/aol/runs/bank/fold_3/events.out.tfevents.1762564950.auvsl-gpu-01.ise.illinois.edu.627155.774
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:101089f1380531e18927bbc3e3590e02fb52505802d156729a9ad274db800099
+size 13925
diff --git a/UCI_N4/aol/runs/blood/fold_0/1762564955.700987/events.out.tfevents.1762564955.auvsl-gpu-01.ise.illinois.edu.627155.777 b/UCI_N4/aol/runs/blood/fold_0/1762564955.700987/events.out.tfevents.1762564955.auvsl-gpu-01.ise.illinois.edu.627155.777
new file mode 100644
index 0000000000000000000000000000000000000000..b77fcf1d843fcfcbf99c51530256b410e25d4ffa
--- /dev/null
+++ b/UCI_N4/aol/runs/blood/fold_0/1762564955.700987/events.out.tfevents.1762564955.auvsl-gpu-01.ise.illinois.edu.627155.777
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8128eeed29a1a97c2ebf70bc181c519f989490cb73f314b71a0cfaf95a14ba6
+size 1166
diff --git a/UCI_N4/aol/runs/blood/fold_0/best_state.pth b/UCI_N4/aol/runs/blood/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..282fab8933d100d0dbabc5166f4fed0b68cfce89
--- /dev/null
+++ b/UCI_N4/aol/runs/blood/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1fee59866edb27ac3266588e47fb64c97b9205052dfd488e74ff2cc5c318fe4
+size 4407
diff --git a/UCI_N4/aol/runs/blood/fold_0/events.out.tfevents.1762564955.auvsl-gpu-01.ise.illinois.edu.627155.776 b/UCI_N4/aol/runs/blood/fold_0/events.out.tfevents.1762564955.auvsl-gpu-01.ise.illinois.edu.627155.776
new file mode 100644
index 0000000000000000000000000000000000000000..47941b21641b69a1cdac6217a02cfc1613229f6c
--- /dev/null
+++ b/UCI_N4/aol/runs/blood/fold_0/events.out.tfevents.1762564955.auvsl-gpu-01.ise.illinois.edu.627155.776
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed224e173fb8141bf5d4c7b5f09e38d34bbca8aba3c3b35cbdbf1c47a1d97a62
+size 12397
diff --git a/UCI_N4/aol/runs/blood/fold_1/1762564956.5110672/events.out.tfevents.1762564956.auvsl-gpu-01.ise.illinois.edu.627155.779 b/UCI_N4/aol/runs/blood/fold_1/1762564956.5110672/events.out.tfevents.1762564956.auvsl-gpu-01.ise.illinois.edu.627155.779
new file mode 100644
index 0000000000000000000000000000000000000000..2c0df05dae26f1f45555afeb1cbcda37cb63bbbc
--- /dev/null
+++ b/UCI_N4/aol/runs/blood/fold_1/1762564956.5110672/events.out.tfevents.1762564956.auvsl-gpu-01.ise.illinois.edu.627155.779
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b12c47331d4fbd6a1694d2381380e21e94569c6ed0fffec3d90a11ee76914598
+size 1166
diff --git a/UCI_N4/aol/runs/blood/fold_1/best_state.pth b/UCI_N4/aol/runs/blood/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ea07d923578d9ba54b6e4e5da46a33d4f0d40d96
--- /dev/null
+++ b/UCI_N4/aol/runs/blood/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed26fdfc131afb6acd5432475ab900194c9c6d27f976101efba269f0d948723d
+size 4407
diff --git a/UCI_N4/aol/runs/blood/fold_1/events.out.tfevents.1762564955.auvsl-gpu-01.ise.illinois.edu.627155.778 b/UCI_N4/aol/runs/blood/fold_1/events.out.tfevents.1762564955.auvsl-gpu-01.ise.illinois.edu.627155.778
new file mode 100644
index 0000000000000000000000000000000000000000..a14a0cc75a7fc1fcf741fb3330cc3a1bb76afee3
--- /dev/null
+++ b/UCI_N4/aol/runs/blood/fold_1/events.out.tfevents.1762564955.auvsl-gpu-01.ise.illinois.edu.627155.778
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:825d54b13deb4a625508b3bd9286aa336fbf6d679227b1bd180127232975e38e
+size 15071
diff --git a/UCI_N4/aol/runs/blood/fold_2/1762564957.236251/events.out.tfevents.1762564957.auvsl-gpu-01.ise.illinois.edu.627155.781 b/UCI_N4/aol/runs/blood/fold_2/1762564957.236251/events.out.tfevents.1762564957.auvsl-gpu-01.ise.illinois.edu.627155.781
new file mode 100644
index 0000000000000000000000000000000000000000..f7afbd8341cb3b439d30c21743fdee122c4b58bd
--- /dev/null
+++ b/UCI_N4/aol/runs/blood/fold_2/1762564957.236251/events.out.tfevents.1762564957.auvsl-gpu-01.ise.illinois.edu.627155.781
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c8b40eafcf7e3f80ba4f288bb26aaa720e2db31d1663099b5ddb33fcea636e0
+size 1166
diff --git a/UCI_N4/aol/runs/blood/fold_2/best_state.pth b/UCI_N4/aol/runs/blood/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9ff8eb5feaf0134f3169768c91c3dffdc98a6a72
--- /dev/null
+++ b/UCI_N4/aol/runs/blood/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66f9d55b2efef8515581fe1ecfc28d7e10039cf0d4e1341a90c59012b2c224a0
+size 4407
diff --git a/UCI_N4/aol/runs/blood/fold_2/events.out.tfevents.1762564956.auvsl-gpu-01.ise.illinois.edu.627155.780 b/UCI_N4/aol/runs/blood/fold_2/events.out.tfevents.1762564956.auvsl-gpu-01.ise.illinois.edu.627155.780
new file mode 100644
index 0000000000000000000000000000000000000000..62b4547e0df53a98ea8fec1773eecac09702f474
--- /dev/null
+++ b/UCI_N4/aol/runs/blood/fold_2/events.out.tfevents.1762564956.auvsl-gpu-01.ise.illinois.edu.627155.780
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41870f0bf83e5712fe5d25588f6d2c95c6fb5caf395aec164dcbedc852fd8b9a
+size 12779
diff --git a/UCI_N4/aol/runs/blood/fold_3/1762564958.0726888/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.783 b/UCI_N4/aol/runs/blood/fold_3/1762564958.0726888/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.783
new file mode 100644
index 0000000000000000000000000000000000000000..11600055292336a8c5d866405d664805867418fe
--- /dev/null
+++ b/UCI_N4/aol/runs/blood/fold_3/1762564958.0726888/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.783
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:767a6d5941200ebda0cd8451aca78c0e880ca34ed5de1d46fc3d486ba562d1d9
+size 1166
diff --git a/UCI_N4/aol/runs/blood/fold_3/best_state.pth b/UCI_N4/aol/runs/blood/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..fd57ef916a4f166475fc7fc3b6b6fd04cc22bb69
--- /dev/null
+++ b/UCI_N4/aol/runs/blood/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b94f3225ac18dc1d46bbe8188bf7c869b4d51f5a91a52d3c2f0c1d8f03b20b34
+size 4407
diff --git a/UCI_N4/aol/runs/blood/fold_3/events.out.tfevents.1762564957.auvsl-gpu-01.ise.illinois.edu.627155.782 b/UCI_N4/aol/runs/blood/fold_3/events.out.tfevents.1762564957.auvsl-gpu-01.ise.illinois.edu.627155.782
new file mode 100644
index 0000000000000000000000000000000000000000..464d433c26a72ff0fe8ad85b2ebbdddb81ad74cf
--- /dev/null
+++ b/UCI_N4/aol/runs/blood/fold_3/events.out.tfevents.1762564957.auvsl-gpu-01.ise.illinois.edu.627155.782
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe10dbfef950c29002575ac0afc4a6e3b10f2c2e0fcde66b31aa1dcd1c34e67a
+size 15453
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_0/1762564965.2867274/events.out.tfevents.1762564965.auvsl-gpu-01.ise.illinois.edu.627155.801 b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_0/1762564965.2867274/events.out.tfevents.1762564965.auvsl-gpu-01.ise.illinois.edu.627155.801
new file mode 100644
index 0000000000000000000000000000000000000000..f75799557ef95d11f6516d8e746ca50245775828
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_0/1762564965.2867274/events.out.tfevents.1762564965.auvsl-gpu-01.ise.illinois.edu.627155.801
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4358231fc63cc9fece473a01336111ffdaeacf824f1e21f05178ea2217a821f5
+size 1184
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_0/best_state.pth b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..aee7fdc8ff4401777ddbadc63d78de041c6d0bee
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a5e7fe3d4d468cea12ff7218023657094136859228cccfc681b2d3fe5d23e35
+size 40439
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_0/events.out.tfevents.1762564964.auvsl-gpu-01.ise.illinois.edu.627155.800 b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_0/events.out.tfevents.1762564964.auvsl-gpu-01.ise.illinois.edu.627155.800
new file mode 100644
index 0000000000000000000000000000000000000000..abeb7f0c2f36da79f3e9b5b4496f20a9ab6a49d9
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_0/events.out.tfevents.1762564964.auvsl-gpu-01.ise.illinois.edu.627155.800
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ab4bc1fee7076237271319dbed85f0f1f333712dd09ef8c9f0a651bd986d45c
+size 13543
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_1/1762564966.3501847/events.out.tfevents.1762564966.auvsl-gpu-01.ise.illinois.edu.627155.803 b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_1/1762564966.3501847/events.out.tfevents.1762564966.auvsl-gpu-01.ise.illinois.edu.627155.803
new file mode 100644
index 0000000000000000000000000000000000000000..3ab3166d526ee74a00f57f864428cc7fcae0ce39
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_1/1762564966.3501847/events.out.tfevents.1762564966.auvsl-gpu-01.ise.illinois.edu.627155.803
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27f429b42920dfdb3f38553ea93553b9af0c077cc5d4f77bc46f00e0b8aa534f
+size 1184
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_1/best_state.pth b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5d6dfc754e0150dad359d724b7c0e2ee5b64b480
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bcc967d093415b8884af1c99a8915d80b3c4726b05fae07d2c6a486ea69c6956
+size 40439
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_1/events.out.tfevents.1762564965.auvsl-gpu-01.ise.illinois.edu.627155.802 b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_1/events.out.tfevents.1762564965.auvsl-gpu-01.ise.illinois.edu.627155.802
new file mode 100644
index 0000000000000000000000000000000000000000..51e51b5f272cb4b4d2bd5ac8c2bd7696e182a970
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_1/events.out.tfevents.1762564965.auvsl-gpu-01.ise.illinois.edu.627155.802
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9feef13e803c2c27a4a13266f790c543de5de3773e4938b6225ccd593e5ad0e3
+size 19656
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_2/1762564967.1696327/events.out.tfevents.1762564967.auvsl-gpu-01.ise.illinois.edu.627155.805 b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_2/1762564967.1696327/events.out.tfevents.1762564967.auvsl-gpu-01.ise.illinois.edu.627155.805
new file mode 100644
index 0000000000000000000000000000000000000000..01c502485884f14758cbefbf1c0faca55a0831bc
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_2/1762564967.1696327/events.out.tfevents.1762564967.auvsl-gpu-01.ise.illinois.edu.627155.805
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e3fac9686966c7f94be2d62fe254f9c608398b03890db759d777d76b6cb9322
+size 1184
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_2/best_state.pth b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9bf0f5a6b86f3c695fbbf83fe91e43bacf15c69b
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f07ac3c929b94e93080605910949eb74b623384e595db0ce39d8aa150938ec36
+size 40439
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_2/events.out.tfevents.1762564966.auvsl-gpu-01.ise.illinois.edu.627155.804 b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_2/events.out.tfevents.1762564966.auvsl-gpu-01.ise.illinois.edu.627155.804
new file mode 100644
index 0000000000000000000000000000000000000000..4cd2fc219ccfc575728212db0adfae2166b43224
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_2/events.out.tfevents.1762564966.auvsl-gpu-01.ise.illinois.edu.627155.804
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96009a965b5d8969c4ac7388e4b16635c8aa43aeed17e77c27c24bb146a0686b
+size 14689
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_3/1762564968.0282538/events.out.tfevents.1762564968.auvsl-gpu-01.ise.illinois.edu.627155.807 b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_3/1762564968.0282538/events.out.tfevents.1762564968.auvsl-gpu-01.ise.illinois.edu.627155.807
new file mode 100644
index 0000000000000000000000000000000000000000..30b5ec96bc17c4dce9ec2543eeb3c0b97b64a52f
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_3/1762564968.0282538/events.out.tfevents.1762564968.auvsl-gpu-01.ise.illinois.edu.627155.807
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72323efdf869e35bcb8befd79e05328fce754238838f9449126206c9c49d5a54
+size 1184
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_3/best_state.pth b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bb359676ad27bb538021fd0de6b37034b042d500
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2029633deaecf576a844871c19531632af5fe728fef31e9d4e5e1b0635046063
+size 40439
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_3/events.out.tfevents.1762564967.auvsl-gpu-01.ise.illinois.edu.627155.806 b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_3/events.out.tfevents.1762564967.auvsl-gpu-01.ise.illinois.edu.627155.806
new file mode 100644
index 0000000000000000000000000000000000000000..c0dee566b367f53f58e75b9355dccf69d06ad5c3
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-diag/fold_3/events.out.tfevents.1762564967.auvsl-gpu-01.ise.illinois.edu.627155.806
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60c31cf78a5d9b0918bfb804cff70d8addb766cb21cc185ff130bfc76df67a93
+size 14689
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_0/1762564968.7165432/events.out.tfevents.1762564968.auvsl-gpu-01.ise.illinois.edu.627155.809 b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_0/1762564968.7165432/events.out.tfevents.1762564968.auvsl-gpu-01.ise.illinois.edu.627155.809
new file mode 100644
index 0000000000000000000000000000000000000000..df82742239a12a5fdc38d4e503a4ad5f5f4e5795
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_0/1762564968.7165432/events.out.tfevents.1762564968.auvsl-gpu-01.ise.illinois.edu.627155.809
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6658ae911081c8eb35ee0daee683d0fc35f7a37c52136e4d6ab6624b5775cbe
+size 1184
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_0/best_state.pth b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9b148699156cddb36be235671c1a77dcd5f318ee
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37d76b743c4abbd27b06fe141ab179c43e5608af920c1b74f5df1c63abfb6f67
+size 48247
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_0/events.out.tfevents.1762564968.auvsl-gpu-01.ise.illinois.edu.627155.808 b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_0/events.out.tfevents.1762564968.auvsl-gpu-01.ise.illinois.edu.627155.808
new file mode 100644
index 0000000000000000000000000000000000000000..93d6966248c4d7bbc7189c54de9e9d41228858df
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_0/events.out.tfevents.1762564968.auvsl-gpu-01.ise.illinois.edu.627155.808
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:559bc90cc902bdb86aaa2a4f228159787a8789a7868eaa8078bb957e40c7487b
+size 28824
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_1/1762564969.0538633/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.811 b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_1/1762564969.0538633/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.811
new file mode 100644
index 0000000000000000000000000000000000000000..b8ae5e9185829e1bb5b0085ff8951a92cb59858d
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_1/1762564969.0538633/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.811
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ff86050cc81241b8e55fd0b7e9ce1b6d2fa0cfd1c9c5fd3d8e20a7dbc120458
+size 1184
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_1/best_state.pth b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0638a2c993dd8c338fad1cbbbebde414ddca2ade
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0c5efa2c50457549e43c60a3e029a5230fc645cb25008cc554ede301e16fc08
+size 48247
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_1/events.out.tfevents.1762564968.auvsl-gpu-01.ise.illinois.edu.627155.810 b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_1/events.out.tfevents.1762564968.auvsl-gpu-01.ise.illinois.edu.627155.810
new file mode 100644
index 0000000000000000000000000000000000000000..3c8f8f941df050a2c6c69566f84572179ac29a5b
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_1/events.out.tfevents.1762564968.auvsl-gpu-01.ise.illinois.edu.627155.810
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80b694490a2816976bd25911b1e1a23e2710de9dd0247575f3be065b110f7b30
+size 13925
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_2/1762564969.428721/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.813 b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_2/1762564969.428721/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.813
new file mode 100644
index 0000000000000000000000000000000000000000..a4dd124ab191a235ae24a2a62a780e0852edb28b
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_2/1762564969.428721/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.813
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c2a2ef149b85260d9dc6bb1cd5406f160225511d24cc3bc93d81abcb2d3136d
+size 1184
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_2/best_state.pth b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..081a178d5ea71e8d7a97924aab1ce843e6d34287
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb9215b9ad4878121399c8eb8f824073d61e27c9a0a58f9fbfb1d82921dbc552
+size 48247
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_2/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.812 b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_2/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.812
new file mode 100644
index 0000000000000000000000000000000000000000..cc4ee27fcaf545bf7f8e59f188c79079fa4af3c5
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_2/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.812
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e734eff7e3455a721c33bcc83a0c2bf0f0c4da1655d6fcbe8e4299620731c7e
+size 15836
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_3/1762564969.7129495/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.815 b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_3/1762564969.7129495/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.815
new file mode 100644
index 0000000000000000000000000000000000000000..24ab4675e006daff9a27edb8f8766c71d989af56
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_3/1762564969.7129495/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.815
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0f100ae80d63ddadc9b09c1fd56e1af9930028cc6d1f8f6d27177cf39fb0255
+size 1184
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_3/best_state.pth b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8b2633b098e3d19eeab8fbc4ea1a6aa3b76ce64e
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0671250351318dc27c8042a00ca5373f34ac58cf63ea77ed06ff40bbfb872e3c
+size 48247
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_3/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.814 b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_3/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.814
new file mode 100644
index 0000000000000000000000000000000000000000..b670b4a403fd71ca07ad769a5a58f0f5cbd5cc88
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc-prog/fold_3/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.814
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7c9bbde6ebb65804542c4a2906313791ce7fbd4b0b56a5aaa258799d39a1fa1
+size 12397
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc/fold_0/1762564961.5640013/events.out.tfevents.1762564961.auvsl-gpu-01.ise.illinois.edu.627155.793 b/UCI_N4/aol/runs/breast-cancer-wisc/fold_0/1762564961.5640013/events.out.tfevents.1762564961.auvsl-gpu-01.ise.illinois.edu.627155.793
new file mode 100644
index 0000000000000000000000000000000000000000..93d2377d3622bd0a52bbad773c1d5439020a3054
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc/fold_0/1762564961.5640013/events.out.tfevents.1762564961.auvsl-gpu-01.ise.illinois.edu.627155.793
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:622458ca5baed0fdc46398942ef8f7b1f4b610f9ac22e8221ed1cf8d823065bf
+size 1179
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc/fold_0/best_state.pth b/UCI_N4/aol/runs/breast-cancer-wisc/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..586ff1e56e4894388b7297a4184237f0b7472b00
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f8f3bd2f039c077228b9c3180bbb4d7c4a14ad8c030ae958f4855eef9408c4f
+size 6967
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc/fold_0/events.out.tfevents.1762564960.auvsl-gpu-01.ise.illinois.edu.627155.792 b/UCI_N4/aol/runs/breast-cancer-wisc/fold_0/events.out.tfevents.1762564960.auvsl-gpu-01.ise.illinois.edu.627155.792
new file mode 100644
index 0000000000000000000000000000000000000000..f325723cbd1a92ae69d8912055ecc008da92aaef
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc/fold_0/events.out.tfevents.1762564960.auvsl-gpu-01.ise.illinois.edu.627155.792
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f515ca6a6e319ffc829b6b9005f38f94371dab9edcae901f9c59f2738843db1c
+size 16218
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc/fold_1/1762564962.8722484/events.out.tfevents.1762564962.auvsl-gpu-01.ise.illinois.edu.627155.795 b/UCI_N4/aol/runs/breast-cancer-wisc/fold_1/1762564962.8722484/events.out.tfevents.1762564962.auvsl-gpu-01.ise.illinois.edu.627155.795
new file mode 100644
index 0000000000000000000000000000000000000000..0941331ffcb611966aaa30133a54df2bcaa4d1ab
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc/fold_1/1762564962.8722484/events.out.tfevents.1762564962.auvsl-gpu-01.ise.illinois.edu.627155.795
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d2268fa440c97f9916c2d00d443c547c4ca8697f44db2aa6b3d8aec51dfee4f
+size 1179
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc/fold_1/best_state.pth b/UCI_N4/aol/runs/breast-cancer-wisc/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..47489d27f6d39e8e8c1b20e064a67c9c41d879f0
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea5c682cd6c9933db9888b6b5ab7d76a7d476007a8102ef1295a4ed14275fcc4
+size 6967
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc/fold_1/events.out.tfevents.1762564961.auvsl-gpu-01.ise.illinois.edu.627155.794 b/UCI_N4/aol/runs/breast-cancer-wisc/fold_1/events.out.tfevents.1762564961.auvsl-gpu-01.ise.illinois.edu.627155.794
new file mode 100644
index 0000000000000000000000000000000000000000..14010efae50759fa50f63f67ea91e4b9d65f3e7e
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc/fold_1/events.out.tfevents.1762564961.auvsl-gpu-01.ise.illinois.edu.627155.794
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09e64423761d6e96221722da6514b81ffc4863ffb76038d5f63b97b8ae035d93
+size 20420
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc/fold_2/1762564963.7899947/events.out.tfevents.1762564963.auvsl-gpu-01.ise.illinois.edu.627155.797 b/UCI_N4/aol/runs/breast-cancer-wisc/fold_2/1762564963.7899947/events.out.tfevents.1762564963.auvsl-gpu-01.ise.illinois.edu.627155.797
new file mode 100644
index 0000000000000000000000000000000000000000..c396af7cfa347b655c395c4a95e5c4136802da34
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc/fold_2/1762564963.7899947/events.out.tfevents.1762564963.auvsl-gpu-01.ise.illinois.edu.627155.797
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:496e62cf7d66656a6d704a9f55e69f383e3fbae690822ff369774ded631c5fca
+size 1179
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc/fold_2/best_state.pth b/UCI_N4/aol/runs/breast-cancer-wisc/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..dff537fb6c2adf64654ae76d3f8b12b747cf553d
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7feb9642fc35d7c3fabb5aa291b8d4525f0be9514d723b6ae5639c96129fbe3e
+size 6967
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc/fold_2/events.out.tfevents.1762564962.auvsl-gpu-01.ise.illinois.edu.627155.796 b/UCI_N4/aol/runs/breast-cancer-wisc/fold_2/events.out.tfevents.1762564962.auvsl-gpu-01.ise.illinois.edu.627155.796
new file mode 100644
index 0000000000000000000000000000000000000000..838b06d9106d298e6794cd6bdc11efec41e9fc7b
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc/fold_2/events.out.tfevents.1762564962.auvsl-gpu-01.ise.illinois.edu.627155.796
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0658c1584567ec1f7bb33b496af332d61c9fdd24bca998ed94d508eac7024f8
+size 16218
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc/fold_3/1762564964.5816264/events.out.tfevents.1762564964.auvsl-gpu-01.ise.illinois.edu.627155.799 b/UCI_N4/aol/runs/breast-cancer-wisc/fold_3/1762564964.5816264/events.out.tfevents.1762564964.auvsl-gpu-01.ise.illinois.edu.627155.799
new file mode 100644
index 0000000000000000000000000000000000000000..b910cff1643691712254b62287a669951ade8a6b
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc/fold_3/1762564964.5816264/events.out.tfevents.1762564964.auvsl-gpu-01.ise.illinois.edu.627155.799
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92b087feffea0fd840960f473d6eff4dba8013c08074128605c0e0aea4b59fac
+size 1179
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc/fold_3/best_state.pth b/UCI_N4/aol/runs/breast-cancer-wisc/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8d9ff0467bb3e019a3316139984bb35573dbc7c1
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7f481e063e79b4087aebb5a6f4f67f482a66dac0eb8f55798974a4fd1661227
+size 6967
diff --git a/UCI_N4/aol/runs/breast-cancer-wisc/fold_3/events.out.tfevents.1762564963.auvsl-gpu-01.ise.illinois.edu.627155.798 b/UCI_N4/aol/runs/breast-cancer-wisc/fold_3/events.out.tfevents.1762564963.auvsl-gpu-01.ise.illinois.edu.627155.798
new file mode 100644
index 0000000000000000000000000000000000000000..fcafa03705035dc45f1415ad97cd9fa36bb4cbc4
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer-wisc/fold_3/events.out.tfevents.1762564963.auvsl-gpu-01.ise.illinois.edu.627155.798
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7075e017add04b6f983aa2fa5b1d1a634be5c2cace6ef3bfa611d0dccc5fa168
+size 15453
diff --git a/UCI_N4/aol/runs/breast-cancer/fold_0/1762564958.4878092/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.785 b/UCI_N4/aol/runs/breast-cancer/fold_0/1762564958.4878092/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.785
new file mode 100644
index 0000000000000000000000000000000000000000..b1c62186d4e9ec3c349a61145d90e0217fae7bf5
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer/fold_0/1762564958.4878092/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.785
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a0b08b23911065387b438818775bf204adcd4ee819be40c639cf2306389aadc
+size 1174
diff --git a/UCI_N4/aol/runs/breast-cancer/fold_0/best_state.pth b/UCI_N4/aol/runs/breast-cancer/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ec1d95e9c1a5f633b051711837a2fea1c733f500
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5012f9605689e8c7e1abe75e2f0795686ad6841229c347f1ba22361cbb028b2c
+size 6967
diff --git a/UCI_N4/aol/runs/breast-cancer/fold_0/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.784 b/UCI_N4/aol/runs/breast-cancer/fold_0/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.784
new file mode 100644
index 0000000000000000000000000000000000000000..26d0f7e171b7bdde3931eae22001bae9daa9e486
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer/fold_0/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.784
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f441a96b9d84b8e0a79714434088da59c4141523d0646469ab8140bc25e40007
+size 12397
diff --git a/UCI_N4/aol/runs/breast-cancer/fold_1/1762564958.9630015/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.787 b/UCI_N4/aol/runs/breast-cancer/fold_1/1762564958.9630015/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.787
new file mode 100644
index 0000000000000000000000000000000000000000..2e0b8b4e5336018859c1a8855b9fa00dcacccf5d
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer/fold_1/1762564958.9630015/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.787
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d966174aa497e295b6575d0094d34b87186056f28df9ccb599c7ae2354ea210
+size 1174
diff --git a/UCI_N4/aol/runs/breast-cancer/fold_1/best_state.pth b/UCI_N4/aol/runs/breast-cancer/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d0baec1f1692d47fb8abfde91f4ecf7790a90584
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3c048063d7082ef56a59624742aea0dad232b69ca57db4c67501cbcf8b95900
+size 6967
diff --git a/UCI_N4/aol/runs/breast-cancer/fold_1/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.786 b/UCI_N4/aol/runs/breast-cancer/fold_1/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.786
new file mode 100644
index 0000000000000000000000000000000000000000..bf8d564ba4d9c7bcfa957f126ce360e5d6713ab2
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer/fold_1/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.786
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4daf45d79735f43f1533a585c4e3c0b981ea85d3c7f8cc3ac412413ddad03e2
+size 12397
diff --git a/UCI_N4/aol/runs/breast-cancer/fold_2/1762564959.532417/events.out.tfevents.1762564959.auvsl-gpu-01.ise.illinois.edu.627155.789 b/UCI_N4/aol/runs/breast-cancer/fold_2/1762564959.532417/events.out.tfevents.1762564959.auvsl-gpu-01.ise.illinois.edu.627155.789
new file mode 100644
index 0000000000000000000000000000000000000000..3269ae79356e9c43e0ce61b82d5b36ee7b874a0f
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer/fold_2/1762564959.532417/events.out.tfevents.1762564959.auvsl-gpu-01.ise.illinois.edu.627155.789
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7990dbbb84bfa02603b2f5c0ca7d9206f7298a614bd371d165d647660792dbf6
+size 1174
diff --git a/UCI_N4/aol/runs/breast-cancer/fold_2/best_state.pth b/UCI_N4/aol/runs/breast-cancer/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..dad689990dae225e27b838b33a31a4e8e5c72a56
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b7610a8a6210fad101e8dce6b098159c56365319376d35c9810611e56f7c1ad
+size 6967
diff --git a/UCI_N4/aol/runs/breast-cancer/fold_2/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.788 b/UCI_N4/aol/runs/breast-cancer/fold_2/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.788
new file mode 100644
index 0000000000000000000000000000000000000000..420507e2fd20313b058e8ea508c764cca7206efe
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer/fold_2/events.out.tfevents.1762564958.auvsl-gpu-01.ise.illinois.edu.627155.788
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c068ff643b441691ad0a422edc9a1aeab3e8e882ba162d4a5d74217d7832b5ef
+size 16982
diff --git a/UCI_N4/aol/runs/breast-cancer/fold_3/1762564960.6796298/events.out.tfevents.1762564960.auvsl-gpu-01.ise.illinois.edu.627155.791 b/UCI_N4/aol/runs/breast-cancer/fold_3/1762564960.6796298/events.out.tfevents.1762564960.auvsl-gpu-01.ise.illinois.edu.627155.791
new file mode 100644
index 0000000000000000000000000000000000000000..63e56def0c270fd7ca6d25e248d2dc8e28f7f2c3
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer/fold_3/1762564960.6796298/events.out.tfevents.1762564960.auvsl-gpu-01.ise.illinois.edu.627155.791
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e655bb7c59bb4809127f6de60d954b927dd6e31d568e608d9e09e26ae692fe8
+size 1174
diff --git a/UCI_N4/aol/runs/breast-cancer/fold_3/best_state.pth b/UCI_N4/aol/runs/breast-cancer/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..099ea6fee3cd5facbf6c632a0ad54e427c8313d3
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ab6c8a9578496cc2a602d6914affb01684818feb15337b821258cc319ef1377
+size 6967
diff --git a/UCI_N4/aol/runs/breast-cancer/fold_3/events.out.tfevents.1762564959.auvsl-gpu-01.ise.illinois.edu.627155.790 b/UCI_N4/aol/runs/breast-cancer/fold_3/events.out.tfevents.1762564959.auvsl-gpu-01.ise.illinois.edu.627155.790
new file mode 100644
index 0000000000000000000000000000000000000000..d316bc38bf1ce279d4d172d39ca1a7d7ea7c6b52
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-cancer/fold_3/events.out.tfevents.1762564959.auvsl-gpu-01.ise.illinois.edu.627155.790
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8ac66ff1b9e048fe312244b802046b185320bf330c01284a6a478dc2395748c
+size 33026
diff --git a/UCI_N4/aol/runs/breast-tissue/fold_0/1762564969.9788122/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.817 b/UCI_N4/aol/runs/breast-tissue/fold_0/1762564969.9788122/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.817
new file mode 100644
index 0000000000000000000000000000000000000000..2e5b9f11450c4f9f1d3e5b52912edb90fa9ef783
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-tissue/fold_0/1762564969.9788122/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.817
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d023df8d1e3255d0493ce32a0858d6722abbb3add7bb3dad46237015e7a73c94
+size 1174
diff --git a/UCI_N4/aol/runs/breast-tissue/fold_0/best_state.pth b/UCI_N4/aol/runs/breast-tissue/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8a8086a84e24f660a67cdefb8fa87db994f0bb5a
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-tissue/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ed989e213008e29c8241031f37aa464694702691e240bf2afc0e341ce2b6808
+size 7223
diff --git a/UCI_N4/aol/runs/breast-tissue/fold_0/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.816 b/UCI_N4/aol/runs/breast-tissue/fold_0/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.816
new file mode 100644
index 0000000000000000000000000000000000000000..58da26e2c1c201af798de5581fab7dd64b8389ae
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-tissue/fold_0/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.816
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:125c029aefb30ff0dc54e3cd58b3433aca4e01d992036d1d3bbd63507db400de
+size 12397
diff --git a/UCI_N4/aol/runs/breast-tissue/fold_1/1762564970.3385322/events.out.tfevents.1762564970.auvsl-gpu-01.ise.illinois.edu.627155.819 b/UCI_N4/aol/runs/breast-tissue/fold_1/1762564970.3385322/events.out.tfevents.1762564970.auvsl-gpu-01.ise.illinois.edu.627155.819
new file mode 100644
index 0000000000000000000000000000000000000000..02a2a19c7f295e7ad25d95de1308851886b70b36
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-tissue/fold_1/1762564970.3385322/events.out.tfevents.1762564970.auvsl-gpu-01.ise.illinois.edu.627155.819
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c3b885729051972c6d64e437fc9dfe4b70112bc5ddcd3daab2403228c6b1586
+size 1174
diff --git a/UCI_N4/aol/runs/breast-tissue/fold_1/best_state.pth b/UCI_N4/aol/runs/breast-tissue/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0dd44fe49c42cbd744399333fef4b0f6c14a257e
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-tissue/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0eef13fe63e17b4e474c2361e2e6788df03fd33dcd2f31b935316e691c48f4f2
+size 7223
diff --git a/UCI_N4/aol/runs/breast-tissue/fold_1/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.818 b/UCI_N4/aol/runs/breast-tissue/fold_1/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.818
new file mode 100644
index 0000000000000000000000000000000000000000..f10a930bb23e8c0237f6ba6c43175846d19c87ce
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-tissue/fold_1/events.out.tfevents.1762564969.auvsl-gpu-01.ise.illinois.edu.627155.818
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5934126f91f26591150c5eb1e1ff53cb8a7a79ba0964a12895149c64d6e968bd
+size 16600
diff --git a/UCI_N4/aol/runs/breast-tissue/fold_2/1762564970.8911202/events.out.tfevents.1762564970.auvsl-gpu-01.ise.illinois.edu.627155.821 b/UCI_N4/aol/runs/breast-tissue/fold_2/1762564970.8911202/events.out.tfevents.1762564970.auvsl-gpu-01.ise.illinois.edu.627155.821
new file mode 100644
index 0000000000000000000000000000000000000000..2eab2f557e1a93047d2b55451b0818d9816f0511
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-tissue/fold_2/1762564970.8911202/events.out.tfevents.1762564970.auvsl-gpu-01.ise.illinois.edu.627155.821
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dff1af16e67eeb165255e738579d58915fe5620486438723e93b4f6ffcadd3c7
+size 1174
diff --git a/UCI_N4/aol/runs/breast-tissue/fold_2/best_state.pth b/UCI_N4/aol/runs/breast-tissue/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..09a07697c77efbc2290e93874bf96959c20edc6b
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-tissue/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b140bc32a455a73645875c471467bb1d80a549eb27315b262d8a50db9c3d49b
+size 7223
diff --git a/UCI_N4/aol/runs/breast-tissue/fold_2/events.out.tfevents.1762564970.auvsl-gpu-01.ise.illinois.edu.627155.820 b/UCI_N4/aol/runs/breast-tissue/fold_2/events.out.tfevents.1762564970.auvsl-gpu-01.ise.illinois.edu.627155.820
new file mode 100644
index 0000000000000000000000000000000000000000..8b3abb766a92ccc658199f1edf31db74c65109a4
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-tissue/fold_2/events.out.tfevents.1762564970.auvsl-gpu-01.ise.illinois.edu.627155.820
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0021b858e39d492fc9f3ec9493c4dd4a7e195226813eb61bcc731933fed6d539
+size 23094
diff --git a/UCI_N4/aol/runs/breast-tissue/fold_3/1762564971.1580408/events.out.tfevents.1762564971.auvsl-gpu-01.ise.illinois.edu.627155.823 b/UCI_N4/aol/runs/breast-tissue/fold_3/1762564971.1580408/events.out.tfevents.1762564971.auvsl-gpu-01.ise.illinois.edu.627155.823
new file mode 100644
index 0000000000000000000000000000000000000000..4c857f9def013ac76af89a2e0c85f6f20e81aad6
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-tissue/fold_3/1762564971.1580408/events.out.tfevents.1762564971.auvsl-gpu-01.ise.illinois.edu.627155.823
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3641c04c8347d0c331a3b1329e57a7f960dab8a61651085b066cc78a870a00c8
+size 1174
diff --git a/UCI_N4/aol/runs/breast-tissue/fold_3/best_state.pth b/UCI_N4/aol/runs/breast-tissue/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8939d24c8a82fb525f7fbafc5f19b7404f9c0411
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-tissue/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1e569861e94b1fc2a6c71be58943276d4f92ee08435d3ebe46acbe5a059b420
+size 7223
diff --git a/UCI_N4/aol/runs/breast-tissue/fold_3/events.out.tfevents.1762564970.auvsl-gpu-01.ise.illinois.edu.627155.822 b/UCI_N4/aol/runs/breast-tissue/fold_3/events.out.tfevents.1762564970.auvsl-gpu-01.ise.illinois.edu.627155.822
new file mode 100644
index 0000000000000000000000000000000000000000..b357f3d75a436c13920b70ff69d0ead9dba2601d
--- /dev/null
+++ b/UCI_N4/aol/runs/breast-tissue/fold_3/events.out.tfevents.1762564970.auvsl-gpu-01.ise.illinois.edu.627155.822
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46bbe55a37f25d1119ac14c968aa11bd504a6943a164c83675096f402256b530
+size 12397
diff --git a/UCI_N4/aol/runs/car/fold_0/1762564974.5476458/events.out.tfevents.1762564974.auvsl-gpu-01.ise.illinois.edu.627155.825 b/UCI_N4/aol/runs/car/fold_0/1762564974.5476458/events.out.tfevents.1762564974.auvsl-gpu-01.ise.illinois.edu.627155.825
new file mode 100644
index 0000000000000000000000000000000000000000..905c14d54141557e41b5f3bb11e4d736f0d7011d
--- /dev/null
+++ b/UCI_N4/aol/runs/car/fold_0/1762564974.5476458/events.out.tfevents.1762564974.auvsl-gpu-01.ise.illinois.edu.627155.825
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b58b5d51a8887a5ab198f00748259b0ec51213622a9fbd65122d335a1b9c27f0
+size 1164
diff --git a/UCI_N4/aol/runs/car/fold_0/best_state.pth b/UCI_N4/aol/runs/car/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0c5af33813a32068e5fa6a62a4ef80f773dd2128
--- /dev/null
+++ b/UCI_N4/aol/runs/car/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4ac3fc02c2fb169c329405f9adc47d2d5c009ba8768e2c43dc2583fa31b52bb6
+size 5047
diff --git a/UCI_N4/aol/runs/car/fold_0/events.out.tfevents.1762564971.auvsl-gpu-01.ise.illinois.edu.627155.824 b/UCI_N4/aol/runs/car/fold_0/events.out.tfevents.1762564971.auvsl-gpu-01.ise.illinois.edu.627155.824
new file mode 100644
index 0000000000000000000000000000000000000000..40e1409ed779bb9cb49337f4c6300606a0b622cc
--- /dev/null
+++ b/UCI_N4/aol/runs/car/fold_0/events.out.tfevents.1762564971.auvsl-gpu-01.ise.illinois.edu.627155.824
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:978512f18c7aa74b8d173e8d4913af42a0c89cfa568cf502e55d2b9a1935dcaf
+size 26532
diff --git a/UCI_N4/aol/runs/car/fold_1/1762564978.7863548/events.out.tfevents.1762564978.auvsl-gpu-01.ise.illinois.edu.627155.827 b/UCI_N4/aol/runs/car/fold_1/1762564978.7863548/events.out.tfevents.1762564978.auvsl-gpu-01.ise.illinois.edu.627155.827
new file mode 100644
index 0000000000000000000000000000000000000000..374c7eeac3a61c9034069258aff309718c6447a5
--- /dev/null
+++ b/UCI_N4/aol/runs/car/fold_1/1762564978.7863548/events.out.tfevents.1762564978.auvsl-gpu-01.ise.illinois.edu.627155.827
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14a6a5df4b6f4090616e523761d461bd2c61fe517f275d8a851c645334560b74
+size 1164
diff --git a/UCI_N4/aol/runs/car/fold_1/best_state.pth b/UCI_N4/aol/runs/car/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..75f0077d7bced671b5074942842993bf53c1b834
--- /dev/null
+++ b/UCI_N4/aol/runs/car/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81da3cf020f3cfd62fbd27eb8f853db9921bd2a073a72656c3d589a6caf7d4d9
+size 5047
diff --git a/UCI_N4/aol/runs/car/fold_1/events.out.tfevents.1762564974.auvsl-gpu-01.ise.illinois.edu.627155.826 b/UCI_N4/aol/runs/car/fold_1/events.out.tfevents.1762564974.auvsl-gpu-01.ise.illinois.edu.627155.826
new file mode 100644
index 0000000000000000000000000000000000000000..8919aa44e13e30963de80b9a996f2b8d376a83de
--- /dev/null
+++ b/UCI_N4/aol/runs/car/fold_1/events.out.tfevents.1762564974.auvsl-gpu-01.ise.illinois.edu.627155.826
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:606f446cc5a6d1e6e87ee6f6b739240dfc3d845217fff93c297fdbd8e7e87a86
+size 34936
diff --git a/UCI_N4/aol/runs/car/fold_2/1762564980.470414/events.out.tfevents.1762564980.auvsl-gpu-01.ise.illinois.edu.627155.829 b/UCI_N4/aol/runs/car/fold_2/1762564980.470414/events.out.tfevents.1762564980.auvsl-gpu-01.ise.illinois.edu.627155.829
new file mode 100644
index 0000000000000000000000000000000000000000..18e9cf1d737bc503d0b245d3580ed0b0c13acb1d
--- /dev/null
+++ b/UCI_N4/aol/runs/car/fold_2/1762564980.470414/events.out.tfevents.1762564980.auvsl-gpu-01.ise.illinois.edu.627155.829
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ddfdce2629d3773a58de14a0a01c34dadae8e3c20c537cd33cee6f16da53458a
+size 1164
diff --git a/UCI_N4/aol/runs/car/fold_2/best_state.pth b/UCI_N4/aol/runs/car/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a5d66cbf0dca74255487136f8abe414ddd688507
--- /dev/null
+++ b/UCI_N4/aol/runs/car/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85f8c3370a41d80367861328c9226239458dc0ddfa97ad4d6d68f6b3751d0d55
+size 5047
diff --git a/UCI_N4/aol/runs/car/fold_2/events.out.tfevents.1762564978.auvsl-gpu-01.ise.illinois.edu.627155.828 b/UCI_N4/aol/runs/car/fold_2/events.out.tfevents.1762564978.auvsl-gpu-01.ise.illinois.edu.627155.828
new file mode 100644
index 0000000000000000000000000000000000000000..e59f9f71392bcdfbed7c82e74e48b1a944684fac
--- /dev/null
+++ b/UCI_N4/aol/runs/car/fold_2/events.out.tfevents.1762564978.auvsl-gpu-01.ise.illinois.edu.627155.828
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2a6a043272f01a25f225bf4659666551ff38acf2e25c696017d42c2be0005c8
+size 13925
diff --git a/UCI_N4/aol/runs/car/fold_3/1762564982.2857025/events.out.tfevents.1762564982.auvsl-gpu-01.ise.illinois.edu.627155.831 b/UCI_N4/aol/runs/car/fold_3/1762564982.2857025/events.out.tfevents.1762564982.auvsl-gpu-01.ise.illinois.edu.627155.831
new file mode 100644
index 0000000000000000000000000000000000000000..197d0dd238ada7ddab078f2c106508e53252c0c2
--- /dev/null
+++ b/UCI_N4/aol/runs/car/fold_3/1762564982.2857025/events.out.tfevents.1762564982.auvsl-gpu-01.ise.illinois.edu.627155.831
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a9b05bc411062cf47e91096e1778a60e6a3e6e412e58358bce8c9b521fef29e
+size 1164
diff --git a/UCI_N4/aol/runs/car/fold_3/best_state.pth b/UCI_N4/aol/runs/car/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0ef3170e93d14f66bacb53de8809b12188c5dbdb
--- /dev/null
+++ b/UCI_N4/aol/runs/car/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46b5c6236d5e4e0d27ea40792b2b4956f577f2d4f525ff1eb40045c37a63eb00
+size 5047
diff --git a/UCI_N4/aol/runs/car/fold_3/events.out.tfevents.1762564980.auvsl-gpu-01.ise.illinois.edu.627155.830 b/UCI_N4/aol/runs/car/fold_3/events.out.tfevents.1762564980.auvsl-gpu-01.ise.illinois.edu.627155.830
new file mode 100644
index 0000000000000000000000000000000000000000..78d3ec716c1a84ca883ee2bd98f5e5e83aefba98
--- /dev/null
+++ b/UCI_N4/aol/runs/car/fold_3/events.out.tfevents.1762564980.auvsl-gpu-01.ise.illinois.edu.627155.830
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c4dcb3c18ad19950595a2ef308ed20ee2bba69e7e4f38bc198643e8f1933a98
+size 15836
diff --git a/UCI_N4/aol/runs/cardiotocography-10clases/fold_0/1762564989.2415652/events.out.tfevents.1762564989.auvsl-gpu-01.ise.illinois.edu.627155.833 b/UCI_N4/aol/runs/cardiotocography-10clases/fold_0/1762564989.2415652/events.out.tfevents.1762564989.auvsl-gpu-01.ise.illinois.edu.627155.833
new file mode 100644
index 0000000000000000000000000000000000000000..5abb91de99c8b6ddf04844243674758cd3a2bdee
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-10clases/fold_0/1762564989.2415652/events.out.tfevents.1762564989.auvsl-gpu-01.ise.illinois.edu.627155.833
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9b49c194a7a66c54c701d4a450448e421dd9b3e6f579945e22a51bd9aa1a15c
+size 1186
diff --git a/UCI_N4/aol/runs/cardiotocography-10clases/fold_0/best_state.pth b/UCI_N4/aol/runs/cardiotocography-10clases/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..080721ae5f6dfe10a9f6029dbadbf9d0bcdefcb5
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-10clases/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:355ef692f114154ceada6b4b50e5c06f2c60c474160768fd5bd7cce21ee4f27c
+size 23095
diff --git a/UCI_N4/aol/runs/cardiotocography-10clases/fold_0/events.out.tfevents.1762564982.auvsl-gpu-01.ise.illinois.edu.627155.832 b/UCI_N4/aol/runs/cardiotocography-10clases/fold_0/events.out.tfevents.1762564982.auvsl-gpu-01.ise.illinois.edu.627155.832
new file mode 100644
index 0000000000000000000000000000000000000000..e57d6b9645f1b869e2190294e15f04e70e02d359
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-10clases/fold_0/events.out.tfevents.1762564982.auvsl-gpu-01.ise.illinois.edu.627155.832
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0378344f254e0ae6c422e3900f8873588466d74277d1835c656724eb1782f7d
+size 38756
diff --git a/UCI_N4/aol/runs/cardiotocography-10clases/fold_1/1762564994.7656794/events.out.tfevents.1762564994.auvsl-gpu-01.ise.illinois.edu.627155.835 b/UCI_N4/aol/runs/cardiotocography-10clases/fold_1/1762564994.7656794/events.out.tfevents.1762564994.auvsl-gpu-01.ise.illinois.edu.627155.835
new file mode 100644
index 0000000000000000000000000000000000000000..e4f36c0da67f3d09fdb6072c9baf5fae226e835e
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-10clases/fold_1/1762564994.7656794/events.out.tfevents.1762564994.auvsl-gpu-01.ise.illinois.edu.627155.835
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa96afe3fd1d35fd35163a4ff47fb9bad64f9d08d0aa4be7bd2530f2051fa318
+size 1186
diff --git a/UCI_N4/aol/runs/cardiotocography-10clases/fold_1/best_state.pth b/UCI_N4/aol/runs/cardiotocography-10clases/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..97207dced9866a5c8f1174b50cf70ae621208d5b
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-10clases/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2a58b3cdc81246524a1bab5f136eaf6f343963cb4bd8d65d43fc9842877b9616
+size 23095
diff --git a/UCI_N4/aol/runs/cardiotocography-10clases/fold_1/events.out.tfevents.1762564989.auvsl-gpu-01.ise.illinois.edu.627155.834 b/UCI_N4/aol/runs/cardiotocography-10clases/fold_1/events.out.tfevents.1762564989.auvsl-gpu-01.ise.illinois.edu.627155.834
new file mode 100644
index 0000000000000000000000000000000000000000..c5343a4eee237688562b7133f20974d9818597de
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-10clases/fold_1/events.out.tfevents.1762564989.auvsl-gpu-01.ise.illinois.edu.627155.834
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd6f9b82e96a0cc919d0951abfb51fce739c600c198623a6084f62fd78a8dea2
+size 32644
diff --git a/UCI_N4/aol/runs/cardiotocography-10clases/fold_2/1762565000.9082458/events.out.tfevents.1762565000.auvsl-gpu-01.ise.illinois.edu.627155.837 b/UCI_N4/aol/runs/cardiotocography-10clases/fold_2/1762565000.9082458/events.out.tfevents.1762565000.auvsl-gpu-01.ise.illinois.edu.627155.837
new file mode 100644
index 0000000000000000000000000000000000000000..c3a2f7afcb77214f5f62ebca783205b2456d272b
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-10clases/fold_2/1762565000.9082458/events.out.tfevents.1762565000.auvsl-gpu-01.ise.illinois.edu.627155.837
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90e74125f7067924dabc1df487ca0b89641b4bbb97bdc374921576a5b8d3086a
+size 1186
diff --git a/UCI_N4/aol/runs/cardiotocography-10clases/fold_2/best_state.pth b/UCI_N4/aol/runs/cardiotocography-10clases/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..df4249fecfaf02d754b6ba205a8502b40685ea79
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-10clases/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb7ef1b048382c5540034035261a513eaf620e3e7b983affcfffae4683b2bb93
+size 23095
diff --git a/UCI_N4/aol/runs/cardiotocography-10clases/fold_2/events.out.tfevents.1762564994.auvsl-gpu-01.ise.illinois.edu.627155.836 b/UCI_N4/aol/runs/cardiotocography-10clases/fold_2/events.out.tfevents.1762564994.auvsl-gpu-01.ise.illinois.edu.627155.836
new file mode 100644
index 0000000000000000000000000000000000000000..c312ee9d85d863e73058ad56ef08661997cdb552
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-10clases/fold_2/events.out.tfevents.1762564994.auvsl-gpu-01.ise.illinois.edu.627155.836
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b04b6daaf1a9df13ed82bd7db1e91aaa059dc0936e0a73671aea44e1fcc8f735
+size 38756
diff --git a/UCI_N4/aol/runs/cardiotocography-10clases/fold_3/1762565007.161044/events.out.tfevents.1762565007.auvsl-gpu-01.ise.illinois.edu.627155.839 b/UCI_N4/aol/runs/cardiotocography-10clases/fold_3/1762565007.161044/events.out.tfevents.1762565007.auvsl-gpu-01.ise.illinois.edu.627155.839
new file mode 100644
index 0000000000000000000000000000000000000000..3e5e578d2a55e3d7ff7c92d332f3f46cb6d0e1de
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-10clases/fold_3/1762565007.161044/events.out.tfevents.1762565007.auvsl-gpu-01.ise.illinois.edu.627155.839
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5bd3bdd907a683bcdd7259f865c2c74176b974c713e40d3441b6790f0123f79a
+size 1186
diff --git a/UCI_N4/aol/runs/cardiotocography-10clases/fold_3/best_state.pth b/UCI_N4/aol/runs/cardiotocography-10clases/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1c9d30aa219d3a2099bb92396be0fd906b03f847
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-10clases/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59af8373eeca158749b65ef52f9581728124cb2c13d9f916b5b81f9080999b06
+size 23095
diff --git a/UCI_N4/aol/runs/cardiotocography-10clases/fold_3/events.out.tfevents.1762565000.auvsl-gpu-01.ise.illinois.edu.627155.838 b/UCI_N4/aol/runs/cardiotocography-10clases/fold_3/events.out.tfevents.1762565000.auvsl-gpu-01.ise.illinois.edu.627155.838
new file mode 100644
index 0000000000000000000000000000000000000000..71aa5e241b8d16673473e5ae7de65b2992c66207
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-10clases/fold_3/events.out.tfevents.1762565000.auvsl-gpu-01.ise.illinois.edu.627155.838
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0e329febec0b8bdadcd2d53d96efec9f97b6472a6252c4ef1c031f8ff69f4db
+size 38756
diff --git a/UCI_N4/aol/runs/cardiotocography-3clases/fold_0/1762565011.4892528/events.out.tfevents.1762565011.auvsl-gpu-01.ise.illinois.edu.627155.841 b/UCI_N4/aol/runs/cardiotocography-3clases/fold_0/1762565011.4892528/events.out.tfevents.1762565011.auvsl-gpu-01.ise.illinois.edu.627155.841
new file mode 100644
index 0000000000000000000000000000000000000000..6abb08a3f37dd232ee19df4877cf56c32461197a
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-3clases/fold_0/1762565011.4892528/events.out.tfevents.1762565011.auvsl-gpu-01.ise.illinois.edu.627155.841
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf7e84fa8387e2b123132d3132498fc87b54be6520ce004014cb95b72f170601
+size 1185
diff --git a/UCI_N4/aol/runs/cardiotocography-3clases/fold_0/best_state.pth b/UCI_N4/aol/runs/cardiotocography-3clases/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..473334871c6cd50bcd8e05dfa630c0f3a1c7290d
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-3clases/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6952a97f33ed71795b5035664333d91be9aa462719daa9669fe7684bb39f5618
+size 21879
diff --git a/UCI_N4/aol/runs/cardiotocography-3clases/fold_0/events.out.tfevents.1762565007.auvsl-gpu-01.ise.illinois.edu.627155.840 b/UCI_N4/aol/runs/cardiotocography-3clases/fold_0/events.out.tfevents.1762565007.auvsl-gpu-01.ise.illinois.edu.627155.840
new file mode 100644
index 0000000000000000000000000000000000000000..0138707371c133f427fe0ef8eee355d761ac262e
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-3clases/fold_0/events.out.tfevents.1762565007.auvsl-gpu-01.ise.illinois.edu.627155.840
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:339e54dcc663f192690e71dc59d33d94ebb8ec6117e65efcf0a83a3efa2bdd54
+size 27296
diff --git a/UCI_N4/aol/runs/cardiotocography-3clases/fold_1/1762565015.0527456/events.out.tfevents.1762565015.auvsl-gpu-01.ise.illinois.edu.627155.843 b/UCI_N4/aol/runs/cardiotocography-3clases/fold_1/1762565015.0527456/events.out.tfevents.1762565015.auvsl-gpu-01.ise.illinois.edu.627155.843
new file mode 100644
index 0000000000000000000000000000000000000000..f625890d7ce573c08b0841650aeaf8042ab252d5
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-3clases/fold_1/1762565015.0527456/events.out.tfevents.1762565015.auvsl-gpu-01.ise.illinois.edu.627155.843
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:049c574e3f6c257a3db20e966046ff6139caaf76863c63561f1edd90243a36b5
+size 1185
diff --git a/UCI_N4/aol/runs/cardiotocography-3clases/fold_1/best_state.pth b/UCI_N4/aol/runs/cardiotocography-3clases/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0abbba31d078d14c0f97c3ee8dc8099979172828
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-3clases/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:904a2a64326710948e06341c2c9fbbf2b957cd98c5fd1fa247079c5e7150f414
+size 21879
diff --git a/UCI_N4/aol/runs/cardiotocography-3clases/fold_1/events.out.tfevents.1762565011.auvsl-gpu-01.ise.illinois.edu.627155.842 b/UCI_N4/aol/runs/cardiotocography-3clases/fold_1/events.out.tfevents.1762565011.auvsl-gpu-01.ise.illinois.edu.627155.842
new file mode 100644
index 0000000000000000000000000000000000000000..c373a123a8568353efe8bd600f1ad6e05d903894
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-3clases/fold_1/events.out.tfevents.1762565011.auvsl-gpu-01.ise.illinois.edu.627155.842
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22fef25d2d680c6004ed32098206c09e8bfe8a4cdcb88bd37b62470241ba646d
+size 21184
diff --git a/UCI_N4/aol/runs/cardiotocography-3clases/fold_2/1762565016.9061522/events.out.tfevents.1762565016.auvsl-gpu-01.ise.illinois.edu.627155.845 b/UCI_N4/aol/runs/cardiotocography-3clases/fold_2/1762565016.9061522/events.out.tfevents.1762565016.auvsl-gpu-01.ise.illinois.edu.627155.845
new file mode 100644
index 0000000000000000000000000000000000000000..d67fcffa47efe6858dc5502645ae354c48b0a808
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-3clases/fold_2/1762565016.9061522/events.out.tfevents.1762565016.auvsl-gpu-01.ise.illinois.edu.627155.845
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c7a67b466a97373013620ce3ad33923410d2133cd5a0d26e11a679f424185f9
+size 1185
diff --git a/UCI_N4/aol/runs/cardiotocography-3clases/fold_2/best_state.pth b/UCI_N4/aol/runs/cardiotocography-3clases/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3a9ac81a365d820fcc625c2374a909c7eaa8c0ce
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-3clases/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8a1ce73ee10e4fe7e8bdf78bda3b42ea1c8e0e8badf4f05a84beabe1c30a7a7
+size 21879
diff --git a/UCI_N4/aol/runs/cardiotocography-3clases/fold_2/events.out.tfevents.1762565015.auvsl-gpu-01.ise.illinois.edu.627155.844 b/UCI_N4/aol/runs/cardiotocography-3clases/fold_2/events.out.tfevents.1762565015.auvsl-gpu-01.ise.illinois.edu.627155.844
new file mode 100644
index 0000000000000000000000000000000000000000..17682cae9b3c5d9b5a98da58951f4a1d618b1d15
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-3clases/fold_2/events.out.tfevents.1762565015.auvsl-gpu-01.ise.illinois.edu.627155.844
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06bd14024eb39ac93573be1870c879e88210c015fdd84a6a4b671a4dafb93eed
+size 12779
diff --git a/UCI_N4/aol/runs/cardiotocography-3clases/fold_3/1762565020.6373625/events.out.tfevents.1762565020.auvsl-gpu-01.ise.illinois.edu.627155.847 b/UCI_N4/aol/runs/cardiotocography-3clases/fold_3/1762565020.6373625/events.out.tfevents.1762565020.auvsl-gpu-01.ise.illinois.edu.627155.847
new file mode 100644
index 0000000000000000000000000000000000000000..9025c6bc17f697325f9bcf18d0e201884534c55a
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-3clases/fold_3/1762565020.6373625/events.out.tfevents.1762565020.auvsl-gpu-01.ise.illinois.edu.627155.847
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ee0a61dc8adf0cff0e4c12c46ecbbd72ced50e2bf4abe563452de8f7eef65ed
+size 1185
diff --git a/UCI_N4/aol/runs/cardiotocography-3clases/fold_3/best_state.pth b/UCI_N4/aol/runs/cardiotocography-3clases/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..dc5c9295030f93035528f37a6a42f8bf905e97e0
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-3clases/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b478a6fcf9acffb3d2a76d3aee92d58a794e79757f3f99e85f4b73800d381ab2
+size 21879
diff --git a/UCI_N4/aol/runs/cardiotocography-3clases/fold_3/events.out.tfevents.1762565016.auvsl-gpu-01.ise.illinois.edu.627155.846 b/UCI_N4/aol/runs/cardiotocography-3clases/fold_3/events.out.tfevents.1762565016.auvsl-gpu-01.ise.illinois.edu.627155.846
new file mode 100644
index 0000000000000000000000000000000000000000..8d8f611f82816f631b6f73fc139fc4a6a308c2dd
--- /dev/null
+++ b/UCI_N4/aol/runs/cardiotocography-3clases/fold_3/events.out.tfevents.1762565016.auvsl-gpu-01.ise.illinois.edu.627155.846
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:717903a4fc2106f4773ac5f5b275e74b2b9639b421acacffd3dff77b1fbfe558
+size 23858
diff --git a/UCI_N4/aol/runs/chess-krvk/fold_0/1762565062.6686776/events.out.tfevents.1762565062.auvsl-gpu-01.ise.illinois.edu.627155.849 b/UCI_N4/aol/runs/chess-krvk/fold_0/1762565062.6686776/events.out.tfevents.1762565062.auvsl-gpu-01.ise.illinois.edu.627155.849
new file mode 100644
index 0000000000000000000000000000000000000000..a05c6ef782b51f384ac900f938cd9de4dddea625
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvk/fold_0/1762565062.6686776/events.out.tfevents.1762565062.auvsl-gpu-01.ise.illinois.edu.627155.849
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ede0056b2bce9c9b8cedd1e5d28b4d45ff3e800008969cb74f1af879017ac634
+size 1171
diff --git a/UCI_N4/aol/runs/chess-krvk/fold_0/best_state.pth b/UCI_N4/aol/runs/chess-krvk/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..787be699d17aca916690add66ccede98edd00562
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvk/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba1508b4c6cfb90bb580371b2e3a9f0adb1c1d068883b7c0bfaa2831a74091e1
+size 5751
diff --git a/UCI_N4/aol/runs/chess-krvk/fold_0/events.out.tfevents.1762565020.auvsl-gpu-01.ise.illinois.edu.627155.848 b/UCI_N4/aol/runs/chess-krvk/fold_0/events.out.tfevents.1762565020.auvsl-gpu-01.ise.illinois.edu.627155.848
new file mode 100644
index 0000000000000000000000000000000000000000..e7798c8f059cad893edf6e0b8ce5f89b601a080f
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvk/fold_0/events.out.tfevents.1762565020.auvsl-gpu-01.ise.illinois.edu.627155.848
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8921b0df2a0536e7048217f9aa541bf5e6a3574a54d1351aaf597b38d7ab0d5
+size 23476
diff --git a/UCI_N4/aol/runs/chess-krvk/fold_1/1762565122.88011/events.out.tfevents.1762565122.auvsl-gpu-01.ise.illinois.edu.627155.851 b/UCI_N4/aol/runs/chess-krvk/fold_1/1762565122.88011/events.out.tfevents.1762565122.auvsl-gpu-01.ise.illinois.edu.627155.851
new file mode 100644
index 0000000000000000000000000000000000000000..b2aeb555178beb72da7f5d67ac8b52af2d29e58b
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvk/fold_1/1762565122.88011/events.out.tfevents.1762565122.auvsl-gpu-01.ise.illinois.edu.627155.851
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c63e7a051c0c279cf54c3803ab80a165b4e7caf4a2d3b24a463f6774e2448e1
+size 1171
diff --git a/UCI_N4/aol/runs/chess-krvk/fold_1/best_state.pth b/UCI_N4/aol/runs/chess-krvk/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e9703dd3805280a07621ea6cb1212845ea6579b4
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvk/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c781bfb53a356d3a81c34a0193b4c263c01002f6ca77e4a6dcfcbfd33ef225c
+size 5751
diff --git a/UCI_N4/aol/runs/chess-krvk/fold_1/events.out.tfevents.1762565062.auvsl-gpu-01.ise.illinois.edu.627155.850 b/UCI_N4/aol/runs/chess-krvk/fold_1/events.out.tfevents.1762565062.auvsl-gpu-01.ise.illinois.edu.627155.850
new file mode 100644
index 0000000000000000000000000000000000000000..be364a71e084a96d682dfb387995a091f7916f02
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvk/fold_1/events.out.tfevents.1762565062.auvsl-gpu-01.ise.illinois.edu.627155.850
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b9208c641fc3086d4ed2420734b098e93d49b92eae58458df1b3a71ad0d4f3c
+size 34554
diff --git a/UCI_N4/aol/runs/chess-krvk/fold_2/1762565161.453397/events.out.tfevents.1762565161.auvsl-gpu-01.ise.illinois.edu.627155.853 b/UCI_N4/aol/runs/chess-krvk/fold_2/1762565161.453397/events.out.tfevents.1762565161.auvsl-gpu-01.ise.illinois.edu.627155.853
new file mode 100644
index 0000000000000000000000000000000000000000..d4f68cb3c89dc9e3b7962fdc0773e02579729862
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvk/fold_2/1762565161.453397/events.out.tfevents.1762565161.auvsl-gpu-01.ise.illinois.edu.627155.853
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfa1df24119327daaff16de71f97f42cf7e8b8b3c9b49d60a8185a3a8e5adce0
+size 1171
diff --git a/UCI_N4/aol/runs/chess-krvk/fold_2/best_state.pth b/UCI_N4/aol/runs/chess-krvk/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a7a4d369c866f2f06937c8a0a242c642e399537f
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvk/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f30559c2e7180b8bb8f816ef6a61318d8b21ac25fdab85eade57d0cfedc8acb9
+size 5751
diff --git a/UCI_N4/aol/runs/chess-krvk/fold_2/events.out.tfevents.1762565122.auvsl-gpu-01.ise.illinois.edu.627155.852 b/UCI_N4/aol/runs/chess-krvk/fold_2/events.out.tfevents.1762565122.auvsl-gpu-01.ise.illinois.edu.627155.852
new file mode 100644
index 0000000000000000000000000000000000000000..f1859c993b7371777add9931b7000a3cd27ccd3a
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvk/fold_2/events.out.tfevents.1762565122.auvsl-gpu-01.ise.illinois.edu.627155.852
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30cf2d94db5e4a02c840581684acb04d5bb37bb8e48ee2ef89c007f788018588
+size 22330
diff --git a/UCI_N4/aol/runs/chess-krvk/fold_3/1762565193.7496645/events.out.tfevents.1762565193.auvsl-gpu-01.ise.illinois.edu.627155.855 b/UCI_N4/aol/runs/chess-krvk/fold_3/1762565193.7496645/events.out.tfevents.1762565193.auvsl-gpu-01.ise.illinois.edu.627155.855
new file mode 100644
index 0000000000000000000000000000000000000000..3840d91383faaddc000da03a78ecdaf5b5e311fd
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvk/fold_3/1762565193.7496645/events.out.tfevents.1762565193.auvsl-gpu-01.ise.illinois.edu.627155.855
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0367ad7f8a46567185360c0b7381fa92059e85ed8ab029f7d8ff686b84e5a2c5
+size 1171
diff --git a/UCI_N4/aol/runs/chess-krvk/fold_3/best_state.pth b/UCI_N4/aol/runs/chess-krvk/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..48c999d4fb7909aa67d2ab6266c005680cdf45ca
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvk/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aea2c2edf5f02779d967bb4cbcf2aa4426a8fed758ccf5cf4297b6736e0e37ca
+size 5751
diff --git a/UCI_N4/aol/runs/chess-krvk/fold_3/events.out.tfevents.1762565161.auvsl-gpu-01.ise.illinois.edu.627155.854 b/UCI_N4/aol/runs/chess-krvk/fold_3/events.out.tfevents.1762565161.auvsl-gpu-01.ise.illinois.edu.627155.854
new file mode 100644
index 0000000000000000000000000000000000000000..45e45c39a337ef675be14df3b39057ef8bcc6fdc
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvk/fold_3/events.out.tfevents.1762565161.auvsl-gpu-01.ise.illinois.edu.627155.854
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36273b28fdc0062ad99b73a23a1dbc5aa520943a794ddc866b8abf40e5a79450
+size 18510
diff --git a/UCI_N4/aol/runs/chess-krvkp/fold_0/1762565167.3335805/events.out.tfevents.1762565167.auvsl-gpu-01.ise.illinois.edu.627158.873 b/UCI_N4/aol/runs/chess-krvkp/fold_0/1762565167.3335805/events.out.tfevents.1762565167.auvsl-gpu-01.ise.illinois.edu.627158.873
new file mode 100644
index 0000000000000000000000000000000000000000..b4f1a9c4d1aee2d2d27813c411ec6f54d07b6c8d
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvkp/fold_0/1762565167.3335805/events.out.tfevents.1762565167.auvsl-gpu-01.ise.illinois.edu.627158.873
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:296060dd351b9a02212aa87dd458a1ec63992c3a283efbd82d60897d2b5896e4
+size 1172
diff --git a/UCI_N4/aol/runs/chess-krvkp/fold_0/best_state.pth b/UCI_N4/aol/runs/chess-krvkp/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..10032e53a5784527557bf73751c81d2c2f974b47
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvkp/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7bb472285338437e2ac0c956310b730794451998a7a89c11be1b813b99510233
+size 56631
diff --git a/UCI_N4/aol/runs/chess-krvkp/fold_0/events.out.tfevents.1762565163.auvsl-gpu-01.ise.illinois.edu.627158.872 b/UCI_N4/aol/runs/chess-krvkp/fold_0/events.out.tfevents.1762565163.auvsl-gpu-01.ise.illinois.edu.627158.872
new file mode 100644
index 0000000000000000000000000000000000000000..df8fbe4a50534ca1fefc5b2138f6d93c2bdeb35b
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvkp/fold_0/events.out.tfevents.1762565163.auvsl-gpu-01.ise.illinois.edu.627158.872
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:273c7481762dc10047eb15a2ad7a3525a768c284342f1325bab5556670c23cb9
+size 16600
diff --git a/UCI_N4/aol/runs/chess-krvkp/fold_1/1762565175.643838/events.out.tfevents.1762565175.auvsl-gpu-01.ise.illinois.edu.627158.875 b/UCI_N4/aol/runs/chess-krvkp/fold_1/1762565175.643838/events.out.tfevents.1762565175.auvsl-gpu-01.ise.illinois.edu.627158.875
new file mode 100644
index 0000000000000000000000000000000000000000..87661901a1815c029c38bdbe8afcc4eaf1df2458
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvkp/fold_1/1762565175.643838/events.out.tfevents.1762565175.auvsl-gpu-01.ise.illinois.edu.627158.875
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc04a0b4b3e5bd9cc46759047c561d503b31f6778a5cce376fa1c3d7e8ce077f
+size 1172
diff --git a/UCI_N4/aol/runs/chess-krvkp/fold_1/best_state.pth b/UCI_N4/aol/runs/chess-krvkp/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..76dc47e14a83da77b64c1c8baaa39ce923b2783e
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvkp/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d48a97955c875d713cd33a7d3a5fe1b58a27514b81b69fefb5f921db2a8d2bb7
+size 56631
diff --git a/UCI_N4/aol/runs/chess-krvkp/fold_1/events.out.tfevents.1762565167.auvsl-gpu-01.ise.illinois.edu.627158.874 b/UCI_N4/aol/runs/chess-krvkp/fold_1/events.out.tfevents.1762565167.auvsl-gpu-01.ise.illinois.edu.627158.874
new file mode 100644
index 0000000000000000000000000000000000000000..094ab406bcfb416d9e880d1afe1518040cc56041
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvkp/fold_1/events.out.tfevents.1762565167.auvsl-gpu-01.ise.illinois.edu.627158.874
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9726db591fa2071a55d7e43bb97918fd896339a3a78cdc18514b92473da101bd
+size 38756
diff --git a/UCI_N4/aol/runs/chess-krvkp/fold_2/1762565180.2744293/events.out.tfevents.1762565180.auvsl-gpu-01.ise.illinois.edu.627158.877 b/UCI_N4/aol/runs/chess-krvkp/fold_2/1762565180.2744293/events.out.tfevents.1762565180.auvsl-gpu-01.ise.illinois.edu.627158.877
new file mode 100644
index 0000000000000000000000000000000000000000..d3ddd5761202e381cb940b34e94df624779d1af9
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvkp/fold_2/1762565180.2744293/events.out.tfevents.1762565180.auvsl-gpu-01.ise.illinois.edu.627158.877
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:190054b13dba2844ac85fc31a719838339869cea0cb7401f2bb842e8c16a4b00
+size 1172
diff --git a/UCI_N4/aol/runs/chess-krvkp/fold_2/best_state.pth b/UCI_N4/aol/runs/chess-krvkp/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c02edf889b43c505cd26db208a63c96458c5ec48
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvkp/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4119d5a6401e42a79aba4d797d06cdb3b188c929a2ef7b1dc9eaac78bf8f2d08
+size 56631
diff --git a/UCI_N4/aol/runs/chess-krvkp/fold_2/events.out.tfevents.1762565175.auvsl-gpu-01.ise.illinois.edu.627158.876 b/UCI_N4/aol/runs/chess-krvkp/fold_2/events.out.tfevents.1762565175.auvsl-gpu-01.ise.illinois.edu.627158.876
new file mode 100644
index 0000000000000000000000000000000000000000..097e1d6377fa08fc4bb9bfefbf18feee514e8d5c
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvkp/fold_2/events.out.tfevents.1762565175.auvsl-gpu-01.ise.illinois.edu.627158.876
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ae3ab0c379ce4e763b088ec11fe7baef4dc972204c033fb6bc9e8101defc832
+size 21566
diff --git a/UCI_N4/aol/runs/chess-krvkp/fold_3/1762565184.3658445/events.out.tfevents.1762565184.auvsl-gpu-01.ise.illinois.edu.627158.879 b/UCI_N4/aol/runs/chess-krvkp/fold_3/1762565184.3658445/events.out.tfevents.1762565184.auvsl-gpu-01.ise.illinois.edu.627158.879
new file mode 100644
index 0000000000000000000000000000000000000000..3e8196f727d81dec261187e4aadffb0a7f68d95f
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvkp/fold_3/1762565184.3658445/events.out.tfevents.1762565184.auvsl-gpu-01.ise.illinois.edu.627158.879
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:621f0e23f08f1acf9704422d5374a18cc8a5f41f3c964d0742b05a90c7e1a611
+size 1172
diff --git a/UCI_N4/aol/runs/chess-krvkp/fold_3/best_state.pth b/UCI_N4/aol/runs/chess-krvkp/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d17f3d08d365e145806c7d0937ce10972bac919d
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvkp/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e22dd9f684bc35fcd1553eed5dbfc3d3819d2813aa761ee45f663128545306cd
+size 56631
diff --git a/UCI_N4/aol/runs/chess-krvkp/fold_3/events.out.tfevents.1762565180.auvsl-gpu-01.ise.illinois.edu.627158.878 b/UCI_N4/aol/runs/chess-krvkp/fold_3/events.out.tfevents.1762565180.auvsl-gpu-01.ise.illinois.edu.627158.878
new file mode 100644
index 0000000000000000000000000000000000000000..8c404982218b38b439c80164aa601c50674e6d5d
--- /dev/null
+++ b/UCI_N4/aol/runs/chess-krvkp/fold_3/events.out.tfevents.1762565180.auvsl-gpu-01.ise.illinois.edu.627158.878
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f01d708499160563bf122be85151cdce8b154d4348bcf103152c0d848ccecfd3
+size 20038
diff --git a/UCI_N4/aol/runs/congressional-voting/fold_0/1762565184.8270142/events.out.tfevents.1762565184.auvsl-gpu-01.ise.illinois.edu.627158.881 b/UCI_N4/aol/runs/congressional-voting/fold_0/1762565184.8270142/events.out.tfevents.1762565184.auvsl-gpu-01.ise.illinois.edu.627158.881
new file mode 100644
index 0000000000000000000000000000000000000000..b1882e72a6d08f97d94eb4a5941c913ded2965c6
--- /dev/null
+++ b/UCI_N4/aol/runs/congressional-voting/fold_0/1762565184.8270142/events.out.tfevents.1762565184.auvsl-gpu-01.ise.illinois.edu.627158.881
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7603ae258f0705428addddd7a90618997bec5bfc16d76c4e70177c92e7d9dfe
+size 1181
diff --git a/UCI_N4/aol/runs/congressional-voting/fold_0/best_state.pth b/UCI_N4/aol/runs/congressional-voting/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9e1e28a97b52d9aa51639555ef97be62287f3961
--- /dev/null
+++ b/UCI_N4/aol/runs/congressional-voting/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e36e473cf0ba549f0f63da64427b71ca867a35e977f97eea73daf59d4a23c2c
+size 14327
diff --git a/UCI_N4/aol/runs/congressional-voting/fold_0/events.out.tfevents.1762565184.auvsl-gpu-01.ise.illinois.edu.627158.880 b/UCI_N4/aol/runs/congressional-voting/fold_0/events.out.tfevents.1762565184.auvsl-gpu-01.ise.illinois.edu.627158.880
new file mode 100644
index 0000000000000000000000000000000000000000..9e3893cbe1cfec4293dafc22fd19036621571522
--- /dev/null
+++ b/UCI_N4/aol/runs/congressional-voting/fold_0/events.out.tfevents.1762565184.auvsl-gpu-01.ise.illinois.edu.627158.880
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cb085ab51c5789f985000debc00a71139daa7d07765f5ac613704099c9623bc
+size 12397
diff --git a/UCI_N4/aol/runs/congressional-voting/fold_1/1762565185.2918348/events.out.tfevents.1762565185.auvsl-gpu-01.ise.illinois.edu.627158.883 b/UCI_N4/aol/runs/congressional-voting/fold_1/1762565185.2918348/events.out.tfevents.1762565185.auvsl-gpu-01.ise.illinois.edu.627158.883
new file mode 100644
index 0000000000000000000000000000000000000000..e1c96fcc0ed2518ecd270aad5dc240db77214223
--- /dev/null
+++ b/UCI_N4/aol/runs/congressional-voting/fold_1/1762565185.2918348/events.out.tfevents.1762565185.auvsl-gpu-01.ise.illinois.edu.627158.883
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e452082a7c6c27f0b6d065f07756322ab42ead9e145e453342ba2d73d9916e6f
+size 1181
diff --git a/UCI_N4/aol/runs/congressional-voting/fold_1/best_state.pth b/UCI_N4/aol/runs/congressional-voting/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a2c022cca9f556168c4c197f2413e75a39882f93
--- /dev/null
+++ b/UCI_N4/aol/runs/congressional-voting/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f991225cfb49521ea0759236ae3c274ba01f21cabde29a8e0ad89b756baa67c6
+size 14327
diff --git a/UCI_N4/aol/runs/congressional-voting/fold_1/events.out.tfevents.1762565184.auvsl-gpu-01.ise.illinois.edu.627158.882 b/UCI_N4/aol/runs/congressional-voting/fold_1/events.out.tfevents.1762565184.auvsl-gpu-01.ise.illinois.edu.627158.882
new file mode 100644
index 0000000000000000000000000000000000000000..9e5e00ddb9a993e610f4afd15f71531dfb58952f
--- /dev/null
+++ b/UCI_N4/aol/runs/congressional-voting/fold_1/events.out.tfevents.1762565184.auvsl-gpu-01.ise.illinois.edu.627158.882
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d4bc69c3e1684daf9e27b6f1aecd3ed4eec6f5bc1165bb8aaacf903e975619c
+size 12397
diff --git a/UCI_N4/aol/runs/congressional-voting/fold_2/1762565185.8315616/events.out.tfevents.1762565185.auvsl-gpu-01.ise.illinois.edu.627158.885 b/UCI_N4/aol/runs/congressional-voting/fold_2/1762565185.8315616/events.out.tfevents.1762565185.auvsl-gpu-01.ise.illinois.edu.627158.885
new file mode 100644
index 0000000000000000000000000000000000000000..ba3573f6775a905daf99b64380904f0e048a0071
--- /dev/null
+++ b/UCI_N4/aol/runs/congressional-voting/fold_2/1762565185.8315616/events.out.tfevents.1762565185.auvsl-gpu-01.ise.illinois.edu.627158.885
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ddd38f5098cab496ef8f427324cae24e234d03860294aa322189c51e10876e9
+size 1181
diff --git a/UCI_N4/aol/runs/congressional-voting/fold_2/best_state.pth b/UCI_N4/aol/runs/congressional-voting/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..438ccb77b698ec99d0ba39bae45caac983e994b4
--- /dev/null
+++ b/UCI_N4/aol/runs/congressional-voting/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c9b1c32e2c721a1ba7ea6a29b5f09fe4cbb5f900495b048bffc1b3cecc5c701
+size 14327
diff --git a/UCI_N4/aol/runs/congressional-voting/fold_2/events.out.tfevents.1762565185.auvsl-gpu-01.ise.illinois.edu.627158.884 b/UCI_N4/aol/runs/congressional-voting/fold_2/events.out.tfevents.1762565185.auvsl-gpu-01.ise.illinois.edu.627158.884
new file mode 100644
index 0000000000000000000000000000000000000000..1e69da1b382c64cb543b6664a03f99c23bc38aeb
--- /dev/null
+++ b/UCI_N4/aol/runs/congressional-voting/fold_2/events.out.tfevents.1762565185.auvsl-gpu-01.ise.illinois.edu.627158.884
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:378c8518825bae38a463af4755ce5c88b0cfd10a7ce6e3bd2b9557514220733f
+size 14689
diff --git a/UCI_N4/aol/runs/congressional-voting/fold_3/1762565186.4522383/events.out.tfevents.1762565186.auvsl-gpu-01.ise.illinois.edu.627158.887 b/UCI_N4/aol/runs/congressional-voting/fold_3/1762565186.4522383/events.out.tfevents.1762565186.auvsl-gpu-01.ise.illinois.edu.627158.887
new file mode 100644
index 0000000000000000000000000000000000000000..3ecd95cf42086e7f32125eaee3997cab2868c627
--- /dev/null
+++ b/UCI_N4/aol/runs/congressional-voting/fold_3/1762565186.4522383/events.out.tfevents.1762565186.auvsl-gpu-01.ise.illinois.edu.627158.887
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e88f63421487bd3177cf367691ad39825c601900804fe6f61a2f6f7261979ae7
+size 1181
diff --git a/UCI_N4/aol/runs/congressional-voting/fold_3/best_state.pth b/UCI_N4/aol/runs/congressional-voting/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..16de8772d1ffa28bba1a4aebecc0ca512ed50628
--- /dev/null
+++ b/UCI_N4/aol/runs/congressional-voting/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04c8104e11d26cd50a4a91a20a420da8a805e53531b52c2875ae3674da3a33d3
+size 14327
diff --git a/UCI_N4/aol/runs/congressional-voting/fold_3/events.out.tfevents.1762565185.auvsl-gpu-01.ise.illinois.edu.627158.886 b/UCI_N4/aol/runs/congressional-voting/fold_3/events.out.tfevents.1762565185.auvsl-gpu-01.ise.illinois.edu.627158.886
new file mode 100644
index 0000000000000000000000000000000000000000..0ec499d5986c177164d480c794c46c50fb84e2a0
--- /dev/null
+++ b/UCI_N4/aol/runs/congressional-voting/fold_3/events.out.tfevents.1762565185.auvsl-gpu-01.ise.illinois.edu.627158.886
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88f127b1da4f85eb6c5d32f1c989b9741d9ff7a81de52d82340ffdfb4a7b8e63
+size 15836
diff --git a/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_0/1762565186.8592644/events.out.tfevents.1762565186.auvsl-gpu-01.ise.illinois.edu.627158.889 b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_0/1762565186.8592644/events.out.tfevents.1762565186.auvsl-gpu-01.ise.illinois.edu.627158.889
new file mode 100644
index 0000000000000000000000000000000000000000..dab9522e963dc169673736117a5312c201c0bb41
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_0/1762565186.8592644/events.out.tfevents.1762565186.auvsl-gpu-01.ise.illinois.edu.627158.889
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e9f291d648175a82b6e1cc1c80226e54e90176fe6f4b9670472c082a5a6157e
+size 1189
diff --git a/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_0/best_state.pth b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..db6d140fd84f35f3bfcf67a4b54f008b198fdd0a
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1acf8868cf7ca77673982b848355381927932eca84859697f7c43099640c1242
+size 149751
diff --git a/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_0/events.out.tfevents.1762565186.auvsl-gpu-01.ise.illinois.edu.627158.888 b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_0/events.out.tfevents.1762565186.auvsl-gpu-01.ise.illinois.edu.627158.888
new file mode 100644
index 0000000000000000000000000000000000000000..a3d593c8b96eff693457e88d8deb8793c483cb78
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_0/events.out.tfevents.1762565186.auvsl-gpu-01.ise.illinois.edu.627158.888
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b50782af4a1b11f22cb202d1dd10a490e0de131435832350b27a4cdf7e21161
+size 17364
diff --git a/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_1/1762565187.1907096/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.891 b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_1/1762565187.1907096/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.891
new file mode 100644
index 0000000000000000000000000000000000000000..b0dba0b3d813a75cd1e172eb567591c9df4ad874
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_1/1762565187.1907096/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.891
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9bc961f4938f7efe2f94a48dedc7ba14b6bb82365e45fd9b6267bf3429645ce
+size 1189
diff --git a/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_1/best_state.pth b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2e3b27de206f44d9b8b5f4ccd0cbc418b8fc2490
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba601d4b340b157ebc82ce0aea9603700908c8105af8a835dd9b4219d731ebb1
+size 149751
diff --git a/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_1/events.out.tfevents.1762565186.auvsl-gpu-01.ise.illinois.edu.627158.890 b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_1/events.out.tfevents.1762565186.auvsl-gpu-01.ise.illinois.edu.627158.890
new file mode 100644
index 0000000000000000000000000000000000000000..ca62dcd84d658e346b3e990e49c1d595b823a01a
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_1/events.out.tfevents.1762565186.auvsl-gpu-01.ise.illinois.edu.627158.890
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee51dd9dad1fa5437a7727b932b20b2e32088a79ee3e49dd6fed5a59dbed3415
+size 13543
diff --git a/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_2/1762565187.524913/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.893 b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_2/1762565187.524913/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.893
new file mode 100644
index 0000000000000000000000000000000000000000..09565648960f570fd82793089e398bc62df128ff
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_2/1762565187.524913/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.893
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4e4c8f37fdd33114d33360b99f05d7ba18567b5d8687a51982c4ce8816f1ca1
+size 1189
diff --git a/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_2/best_state.pth b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7b214650541fc0f2cac5a1ea56c82f9ed7ee246a
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3f538b6c846a58625ae360c03ee60ac62f0f2f2183522361ab176a9ea3a40f9
+size 149751
diff --git a/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_2/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.892 b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_2/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.892
new file mode 100644
index 0000000000000000000000000000000000000000..c9ec0333507684bb68ab182458bf8794bcd0c046
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_2/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.892
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3271d62d8e9b839e6b77593a1aedfe110f540fbb60c4c06f659aae669f579bd
+size 14689
diff --git a/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_3/1762565187.934324/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.895 b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_3/1762565187.934324/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.895
new file mode 100644
index 0000000000000000000000000000000000000000..69a1f53fc93bb39cd33aa406b22f24570799a90f
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_3/1762565187.934324/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.895
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6bc0fae1748816f39e74c68dfd48249cf0968549eb70b24a48041378e84125a
+size 1189
diff --git a/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_3/best_state.pth b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6388b641e672a1a0a552960d2c3c043b39992fd5
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2eff7a0fcc06d1e9e7ce2fc3a3b704afa55acbe1986347c20360bdd14d6a1403
+size 149751
diff --git a/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_3/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.894 b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_3/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.894
new file mode 100644
index 0000000000000000000000000000000000000000..4c2bd2345c0b80b344cfb31dbabc1a1316eed316
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-sonar-mines-rocks/fold_3/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.894
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89b5e1cec9614e0b323836aa266a9bf19ba618eb5a4eef4f7031aa6c201f955a
+size 17364
diff --git a/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_0/1762565191.6066928/events.out.tfevents.1762565191.auvsl-gpu-01.ise.illinois.edu.627158.897 b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_0/1762565191.6066928/events.out.tfevents.1762565191.auvsl-gpu-01.ise.illinois.edu.627158.897
new file mode 100644
index 0000000000000000000000000000000000000000..f0c403523f7b5b01a106c9f63c6232df94b4a7ce
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_0/1762565191.6066928/events.out.tfevents.1762565191.auvsl-gpu-01.ise.illinois.edu.627158.897
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07b42d192cb1fa4dd511f96b8727f9eddb00cdab329aeb4672a01edfb1aa9166
+size 1187
diff --git a/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_0/best_state.pth b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c13268c8697d6d607f873823139f808652edc952
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26b5ae18823b51b164ca3fe9c7ec310b2544132d1553e11d45e0f98af397ff3e
+size 9399
diff --git a/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_0/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.896 b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_0/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.896
new file mode 100644
index 0000000000000000000000000000000000000000..a1abbfeb0dae2cf673551d7bda75653e5f553b8e
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_0/events.out.tfevents.1762565187.auvsl-gpu-01.ise.illinois.edu.627158.896
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:594758697be0f28f66b9e7f474a233bb8070f68c3ac237aeb1ed7d15593d31d0
+size 32262
diff --git a/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_1/1762565196.0050817/events.out.tfevents.1762565196.auvsl-gpu-01.ise.illinois.edu.627158.899 b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_1/1762565196.0050817/events.out.tfevents.1762565196.auvsl-gpu-01.ise.illinois.edu.627158.899
new file mode 100644
index 0000000000000000000000000000000000000000..4c5afa1970b543d95bf83ce95e308c857c1a8692
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_1/1762565196.0050817/events.out.tfevents.1762565196.auvsl-gpu-01.ise.illinois.edu.627158.899
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74b47ae30cfec116542de2d5cb00f39f4fcd471da6bc275067639431e46ba7be
+size 1187
diff --git a/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_1/best_state.pth b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6cadeea59ac884896e1f654ab22c1ebef9110d0d
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7db1103318923eb1bdf62c7fb4a0890ef2ad4a334982df44fb70094e10824161
+size 9399
diff --git a/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_1/events.out.tfevents.1762565191.auvsl-gpu-01.ise.illinois.edu.627158.898 b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_1/events.out.tfevents.1762565191.auvsl-gpu-01.ise.illinois.edu.627158.898
new file mode 100644
index 0000000000000000000000000000000000000000..eb66a0c84154d8a69f36996b704ab90d6625b949
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_1/events.out.tfevents.1762565191.auvsl-gpu-01.ise.illinois.edu.627158.898
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24310a7c2ab1b570b7b3ec49ca41c17848d4ba504314d139e0967cce37d9ea28
+size 38756
diff --git a/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_2/1762565198.753835/events.out.tfevents.1762565198.auvsl-gpu-01.ise.illinois.edu.627158.901 b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_2/1762565198.753835/events.out.tfevents.1762565198.auvsl-gpu-01.ise.illinois.edu.627158.901
new file mode 100644
index 0000000000000000000000000000000000000000..f36eee4157c233e610258a2d4ea81254269466d0
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_2/1762565198.753835/events.out.tfevents.1762565198.auvsl-gpu-01.ise.illinois.edu.627158.901
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c58224efcd6265ce1aff2a13692085a6bd33693c36dc149c06f3f29399da9452
+size 1187
diff --git a/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_2/best_state.pth b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d1cfc0f08a634285583bb6500d28c3d6514e8ea5
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a42a9cdd26f8947b3874d5ed5e793bbc78cecea91669d9c65a7a03ae3588ecab
+size 9399
diff --git a/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_2/events.out.tfevents.1762565196.auvsl-gpu-01.ise.illinois.edu.627158.900 b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_2/events.out.tfevents.1762565196.auvsl-gpu-01.ise.illinois.edu.627158.900
new file mode 100644
index 0000000000000000000000000000000000000000..d9631a9043b7619c33f7b64bfe950f5580cbce5b
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_2/events.out.tfevents.1762565196.auvsl-gpu-01.ise.illinois.edu.627158.900
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7b3cee8109c17f139a4b732cf661f3c9e5e229bda8deaefd08947266b076300
+size 25768
diff --git a/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_3/1762565203.0709963/events.out.tfevents.1762565203.auvsl-gpu-01.ise.illinois.edu.627158.903 b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_3/1762565203.0709963/events.out.tfevents.1762565203.auvsl-gpu-01.ise.illinois.edu.627158.903
new file mode 100644
index 0000000000000000000000000000000000000000..f0f5358d63d63416f2ff50bf8f12293b0a30c481
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_3/1762565203.0709963/events.out.tfevents.1762565203.auvsl-gpu-01.ise.illinois.edu.627158.903
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:20b1085537645f0b289b7a4c661b3f8189ec620adb8997555b557ab0c84e04b8
+size 1187
diff --git a/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_3/best_state.pth b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6e32667e9b80f5f2f9babcfd7c2329c67bbb106f
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54c21c84a02672badf41cd5f15d46f0c04e1c7da7b719fcbe2ebde7e1cd23cff
+size 9399
diff --git a/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_3/events.out.tfevents.1762565198.auvsl-gpu-01.ise.illinois.edu.627158.902 b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_3/events.out.tfevents.1762565198.auvsl-gpu-01.ise.illinois.edu.627158.902
new file mode 100644
index 0000000000000000000000000000000000000000..3428cea12db1f62a817b7dbe1f797d0991594781
--- /dev/null
+++ b/UCI_N4/aol/runs/conn-bench-vowel-deterding/fold_3/events.out.tfevents.1762565198.auvsl-gpu-01.ise.illinois.edu.627158.902
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d30089db8d74cfa186a0ffe34ea79038776976d29558de29cd28585fa3ce73d7
+size 38756
diff --git a/UCI_N4/aol/runs/connect-4/fold_0/1762565267.1921334/events.out.tfevents.1762565267.auvsl-gpu-01.ise.illinois.edu.627155.857 b/UCI_N4/aol/runs/connect-4/fold_0/1762565267.1921334/events.out.tfevents.1762565267.auvsl-gpu-01.ise.illinois.edu.627155.857
new file mode 100644
index 0000000000000000000000000000000000000000..89c1db499b66e244e0eb8facf61fa61cb8cb03f1
--- /dev/null
+++ b/UCI_N4/aol/runs/connect-4/fold_0/1762565267.1921334/events.out.tfevents.1762565267.auvsl-gpu-01.ise.illinois.edu.627155.857
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79a1e2c175f2ad4757fe01b981526e2b22a23d0cdf491f35f1208927d5de0c46
+size 1170
diff --git a/UCI_N4/aol/runs/connect-4/fold_0/best_state.pth b/UCI_N4/aol/runs/connect-4/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5ec7219c51b539e2612989e75fed33c43ce5e4f5
--- /dev/null
+++ b/UCI_N4/aol/runs/connect-4/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd697566629fb3691bc3cabc36b87456884086916095583d73965b8c4554be68
+size 75575
diff --git a/UCI_N4/aol/runs/connect-4/fold_0/events.out.tfevents.1762565194.auvsl-gpu-01.ise.illinois.edu.627155.856 b/UCI_N4/aol/runs/connect-4/fold_0/events.out.tfevents.1762565194.auvsl-gpu-01.ise.illinois.edu.627155.856
new file mode 100644
index 0000000000000000000000000000000000000000..738c3006c2f86bb6244329039e0af5c9cd8faa8e
--- /dev/null
+++ b/UCI_N4/aol/runs/connect-4/fold_0/events.out.tfevents.1762565194.auvsl-gpu-01.ise.illinois.edu.627155.856
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0870ef8688dfbdf766e24855ad3a308d59e153a704796612ee2f3d9485d313e
+size 17364
diff --git a/UCI_N4/aol/runs/connect-4/fold_1/1762565365.1815505/events.out.tfevents.1762565365.auvsl-gpu-01.ise.illinois.edu.627155.859 b/UCI_N4/aol/runs/connect-4/fold_1/1762565365.1815505/events.out.tfevents.1762565365.auvsl-gpu-01.ise.illinois.edu.627155.859
new file mode 100644
index 0000000000000000000000000000000000000000..69772dc09694cd08cfa431f357234fad8be49ac0
--- /dev/null
+++ b/UCI_N4/aol/runs/connect-4/fold_1/1762565365.1815505/events.out.tfevents.1762565365.auvsl-gpu-01.ise.illinois.edu.627155.859
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f101dc61ee55a46d226f38dd9c2e657651eb0c1c01fca7d748534e870b0ba7a4
+size 1170
diff --git a/UCI_N4/aol/runs/connect-4/fold_1/best_state.pth b/UCI_N4/aol/runs/connect-4/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9adfe1264c400a3ff872b73abcc65a5f1be56ff3
--- /dev/null
+++ b/UCI_N4/aol/runs/connect-4/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3244b809eb9d38f6002e251f200e61d7321b29abd74befbcc669aa3f543ab61
+size 75575
diff --git a/UCI_N4/aol/runs/connect-4/fold_1/events.out.tfevents.1762565267.auvsl-gpu-01.ise.illinois.edu.627155.858 b/UCI_N4/aol/runs/connect-4/fold_1/events.out.tfevents.1762565267.auvsl-gpu-01.ise.illinois.edu.627155.858
new file mode 100644
index 0000000000000000000000000000000000000000..59e336874755d7073ed6e33cefbcb614a5a09dfd
--- /dev/null
+++ b/UCI_N4/aol/runs/connect-4/fold_1/events.out.tfevents.1762565267.auvsl-gpu-01.ise.illinois.edu.627155.858
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f69f16939e64547c55cf676fa84bc4c63e304185e3733ac58b61170febfa8d1
+size 22712
diff --git a/UCI_N4/aol/runs/connect-4/fold_2/1762565450.0376432/events.out.tfevents.1762565450.auvsl-gpu-01.ise.illinois.edu.627155.861 b/UCI_N4/aol/runs/connect-4/fold_2/1762565450.0376432/events.out.tfevents.1762565450.auvsl-gpu-01.ise.illinois.edu.627155.861
new file mode 100644
index 0000000000000000000000000000000000000000..b5668074f699c6d1c6370c3325fd922d12be7b05
--- /dev/null
+++ b/UCI_N4/aol/runs/connect-4/fold_2/1762565450.0376432/events.out.tfevents.1762565450.auvsl-gpu-01.ise.illinois.edu.627155.861
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14d2d05eb56e2cc0e8a6f3d9e9582db5931957e959318e14e927f9c9b8d3ee6e
+size 1170
diff --git a/UCI_N4/aol/runs/connect-4/fold_2/best_state.pth b/UCI_N4/aol/runs/connect-4/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a92c6af6afc25c07da297fe77436ce4f46ed0f94
--- /dev/null
+++ b/UCI_N4/aol/runs/connect-4/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28a640b46822d21d27ad9bc36c327842be47037ee022a49c6cf5647a7f3dce44
+size 75575
diff --git a/UCI_N4/aol/runs/connect-4/fold_2/events.out.tfevents.1762565365.auvsl-gpu-01.ise.illinois.edu.627155.860 b/UCI_N4/aol/runs/connect-4/fold_2/events.out.tfevents.1762565365.auvsl-gpu-01.ise.illinois.edu.627155.860
new file mode 100644
index 0000000000000000000000000000000000000000..6d4e47534671b8c25f8a5d894e90b15cd3aefc2e
--- /dev/null
+++ b/UCI_N4/aol/runs/connect-4/fold_2/events.out.tfevents.1762565365.auvsl-gpu-01.ise.illinois.edu.627155.860
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de75b0d3aac0e8a835b4074b6416c6d9334bdbc428a8691a30b37160ff359d03
+size 20420
diff --git a/UCI_N4/aol/runs/connect-4/fold_3/1762565546.3893504/events.out.tfevents.1762565546.auvsl-gpu-01.ise.illinois.edu.627155.863 b/UCI_N4/aol/runs/connect-4/fold_3/1762565546.3893504/events.out.tfevents.1762565546.auvsl-gpu-01.ise.illinois.edu.627155.863
new file mode 100644
index 0000000000000000000000000000000000000000..022364b54a5f7fc214889310a5023ef3d6ca3a23
--- /dev/null
+++ b/UCI_N4/aol/runs/connect-4/fold_3/1762565546.3893504/events.out.tfevents.1762565546.auvsl-gpu-01.ise.illinois.edu.627155.863
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d39f81f2222831de4b038f274695a6ff0be321636b9b4c597d266191aa25e1aa
+size 1170
diff --git a/UCI_N4/aol/runs/connect-4/fold_3/best_state.pth b/UCI_N4/aol/runs/connect-4/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5c8d8c6c3d59960d5f1b7e7df8f6b0441b7839a1
--- /dev/null
+++ b/UCI_N4/aol/runs/connect-4/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:82c8308c1f0a123bd0fcadddd73d533404db5a80b62792d80c5073bb1b9ce7c1
+size 75575
diff --git a/UCI_N4/aol/runs/connect-4/fold_3/events.out.tfevents.1762565450.auvsl-gpu-01.ise.illinois.edu.627155.862 b/UCI_N4/aol/runs/connect-4/fold_3/events.out.tfevents.1762565450.auvsl-gpu-01.ise.illinois.edu.627155.862
new file mode 100644
index 0000000000000000000000000000000000000000..c494d0979826c7be2913702c20a548a5913e4bf3
--- /dev/null
+++ b/UCI_N4/aol/runs/connect-4/fold_3/events.out.tfevents.1762565450.auvsl-gpu-01.ise.illinois.edu.627155.862
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26711f1dc3cf7012a9fbd1bdf31391891450ed450a604a99020b27a9716c1a2b
+size 18510
diff --git a/UCI_N4/aol/runs/contrac/fold_0/1762565204.518891/events.out.tfevents.1762565204.auvsl-gpu-01.ise.illinois.edu.627158.905 b/UCI_N4/aol/runs/contrac/fold_0/1762565204.518891/events.out.tfevents.1762565204.auvsl-gpu-01.ise.illinois.edu.627158.905
new file mode 100644
index 0000000000000000000000000000000000000000..a739e10f0582e44c86e37fcf160ba8d403706e03
--- /dev/null
+++ b/UCI_N4/aol/runs/contrac/fold_0/1762565204.518891/events.out.tfevents.1762565204.auvsl-gpu-01.ise.illinois.edu.627158.905
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d69397d465375a0908fba3e8d41343dc0bde2d9328302a92720dad7e07fbaae9
+size 1168
diff --git a/UCI_N4/aol/runs/contrac/fold_0/best_state.pth b/UCI_N4/aol/runs/contrac/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8570c77e7b2fdc90f6c6e11fb84f35ec862c693b
--- /dev/null
+++ b/UCI_N4/aol/runs/contrac/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:548288d0b6689fe48bc7f396c2948fa3f0bc169094cfd08682679a727fbb0734
+size 7031
diff --git a/UCI_N4/aol/runs/contrac/fold_0/events.out.tfevents.1762565203.auvsl-gpu-01.ise.illinois.edu.627158.904 b/UCI_N4/aol/runs/contrac/fold_0/events.out.tfevents.1762565203.auvsl-gpu-01.ise.illinois.edu.627158.904
new file mode 100644
index 0000000000000000000000000000000000000000..2c92c5ce896b54b06394a1c63809c932a928ea11
--- /dev/null
+++ b/UCI_N4/aol/runs/contrac/fold_0/events.out.tfevents.1762565203.auvsl-gpu-01.ise.illinois.edu.627158.904
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74d27171051e70e4921e262a195d4d16313986dbfaa129fc20c36ad9f09a74ef
+size 14689
diff --git a/UCI_N4/aol/runs/contrac/fold_1/1762565206.8663106/events.out.tfevents.1762565206.auvsl-gpu-01.ise.illinois.edu.627158.907 b/UCI_N4/aol/runs/contrac/fold_1/1762565206.8663106/events.out.tfevents.1762565206.auvsl-gpu-01.ise.illinois.edu.627158.907
new file mode 100644
index 0000000000000000000000000000000000000000..efd9ea706c3dfca9eaf50bf02b7dc317f5432e29
--- /dev/null
+++ b/UCI_N4/aol/runs/contrac/fold_1/1762565206.8663106/events.out.tfevents.1762565206.auvsl-gpu-01.ise.illinois.edu.627158.907
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d85d8156ccfb28ea5fbc8cf90c0a545e895aa15622c220e1a1ea6119673538e0
+size 1168
diff --git a/UCI_N4/aol/runs/contrac/fold_1/best_state.pth b/UCI_N4/aol/runs/contrac/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ce8284c16101e0b989f42ef073dd228b2d08ce31
--- /dev/null
+++ b/UCI_N4/aol/runs/contrac/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d39f1483ac2f5572368691971c8b02d04c09a0d34273d4566e084a5200d5ab7
+size 7031
diff --git a/UCI_N4/aol/runs/contrac/fold_1/events.out.tfevents.1762565204.auvsl-gpu-01.ise.illinois.edu.627158.906 b/UCI_N4/aol/runs/contrac/fold_1/events.out.tfevents.1762565204.auvsl-gpu-01.ise.illinois.edu.627158.906
new file mode 100644
index 0000000000000000000000000000000000000000..c33d963c36b683ffca535ebffd9aa97fde63a917
--- /dev/null
+++ b/UCI_N4/aol/runs/contrac/fold_1/events.out.tfevents.1762565204.auvsl-gpu-01.ise.illinois.edu.627158.906
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68bb877fe63bc7d682b918bffefce5a30054177ae89497f5e7f20916c05c6c81
+size 23476
diff --git a/UCI_N4/aol/runs/contrac/fold_2/1762565210.4790254/events.out.tfevents.1762565210.auvsl-gpu-01.ise.illinois.edu.627158.909 b/UCI_N4/aol/runs/contrac/fold_2/1762565210.4790254/events.out.tfevents.1762565210.auvsl-gpu-01.ise.illinois.edu.627158.909
new file mode 100644
index 0000000000000000000000000000000000000000..90f8d1931ffc1f0898c29109d381b2e70de54fe3
--- /dev/null
+++ b/UCI_N4/aol/runs/contrac/fold_2/1762565210.4790254/events.out.tfevents.1762565210.auvsl-gpu-01.ise.illinois.edu.627158.909
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a0104ca4380115890c268b8b84cff5e3288c8b611b115d214035364f6455b25
+size 1168
diff --git a/UCI_N4/aol/runs/contrac/fold_2/best_state.pth b/UCI_N4/aol/runs/contrac/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4e040aef98ef6f44acf78779c73889bdb3250267
--- /dev/null
+++ b/UCI_N4/aol/runs/contrac/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ec536e40b38be06a16553b286d098a48d4fd441e884314cfeda9624dda5e2d4
+size 7031
diff --git a/UCI_N4/aol/runs/contrac/fold_2/events.out.tfevents.1762565206.auvsl-gpu-01.ise.illinois.edu.627158.908 b/UCI_N4/aol/runs/contrac/fold_2/events.out.tfevents.1762565206.auvsl-gpu-01.ise.illinois.edu.627158.908
new file mode 100644
index 0000000000000000000000000000000000000000..3eaa803e07b8b39af863ed27c59c484dba7367f4
--- /dev/null
+++ b/UCI_N4/aol/runs/contrac/fold_2/events.out.tfevents.1762565206.auvsl-gpu-01.ise.illinois.edu.627158.908
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:098df6afedaa5e296ac8e8e755bfe1ab1664dd0fa62380f35ad3f1728f376b9b
+size 34936
diff --git a/UCI_N4/aol/runs/contrac/fold_3/1762565213.2595766/events.out.tfevents.1762565213.auvsl-gpu-01.ise.illinois.edu.627158.911 b/UCI_N4/aol/runs/contrac/fold_3/1762565213.2595766/events.out.tfevents.1762565213.auvsl-gpu-01.ise.illinois.edu.627158.911
new file mode 100644
index 0000000000000000000000000000000000000000..170273eb34189e980d3f9658f9c2d997c1294749
--- /dev/null
+++ b/UCI_N4/aol/runs/contrac/fold_3/1762565213.2595766/events.out.tfevents.1762565213.auvsl-gpu-01.ise.illinois.edu.627158.911
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a01ef22e1aa7c455e293c8354567093b0605b08bbc2553b1a51e4c1fe8749d4
+size 1168
diff --git a/UCI_N4/aol/runs/contrac/fold_3/best_state.pth b/UCI_N4/aol/runs/contrac/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b6658545e0825b1627d261da15cdd4416981eaf9
--- /dev/null
+++ b/UCI_N4/aol/runs/contrac/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66334ac696c5f01e25153d41c44459b45bde4ee96799c936347afa21217a939d
+size 7031
diff --git a/UCI_N4/aol/runs/contrac/fold_3/events.out.tfevents.1762565210.auvsl-gpu-01.ise.illinois.edu.627158.910 b/UCI_N4/aol/runs/contrac/fold_3/events.out.tfevents.1762565210.auvsl-gpu-01.ise.illinois.edu.627158.910
new file mode 100644
index 0000000000000000000000000000000000000000..0457740e4c72e4dd60d8f52a6183fd07df8a0246
--- /dev/null
+++ b/UCI_N4/aol/runs/contrac/fold_3/events.out.tfevents.1762565210.auvsl-gpu-01.ise.illinois.edu.627158.910
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8339c49aada0091280359c0e9b8e7b432046c3869abbb19c90dee287e7766b3a
+size 25386
diff --git a/UCI_N4/aol/runs/credit-approval/fold_0/1762565215.2455812/events.out.tfevents.1762565215.auvsl-gpu-01.ise.illinois.edu.627158.913 b/UCI_N4/aol/runs/credit-approval/fold_0/1762565215.2455812/events.out.tfevents.1762565215.auvsl-gpu-01.ise.illinois.edu.627158.913
new file mode 100644
index 0000000000000000000000000000000000000000..8332bf5d28f7be1377c4b77f29a90f7d254d7c5b
--- /dev/null
+++ b/UCI_N4/aol/runs/credit-approval/fold_0/1762565215.2455812/events.out.tfevents.1762565215.auvsl-gpu-01.ise.illinois.edu.627158.913
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0baf5595c0336bd31b0c2f0f70cfe28437128c2ee3038043be5e7b211ebe52b
+size 1176
diff --git a/UCI_N4/aol/runs/credit-approval/fold_0/best_state.pth b/UCI_N4/aol/runs/credit-approval/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..24ac15620f0e6a6553e36c50e38e3c9ab0ba2c61
--- /dev/null
+++ b/UCI_N4/aol/runs/credit-approval/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f14ebb908f2e24105fbeb25174da0fea9caa94b03371344f9ce3cb73fad1eb83
+size 12791
diff --git a/UCI_N4/aol/runs/credit-approval/fold_0/events.out.tfevents.1762565213.auvsl-gpu-01.ise.illinois.edu.627158.912 b/UCI_N4/aol/runs/credit-approval/fold_0/events.out.tfevents.1762565213.auvsl-gpu-01.ise.illinois.edu.627158.912
new file mode 100644
index 0000000000000000000000000000000000000000..502f0cc79972300da8d7c7ffe80c6f3770d7ef4b
--- /dev/null
+++ b/UCI_N4/aol/runs/credit-approval/fold_0/events.out.tfevents.1762565213.auvsl-gpu-01.ise.illinois.edu.627158.912
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85478fd10df6b63e8a8da01c6ca5a1be6a65430ca8231c6f027c4b424a6ee164
+size 34936
diff --git a/UCI_N4/aol/runs/credit-approval/fold_1/1762565216.236851/events.out.tfevents.1762565216.auvsl-gpu-01.ise.illinois.edu.627158.915 b/UCI_N4/aol/runs/credit-approval/fold_1/1762565216.236851/events.out.tfevents.1762565216.auvsl-gpu-01.ise.illinois.edu.627158.915
new file mode 100644
index 0000000000000000000000000000000000000000..9f7175584715c4ad5b51f3fe5a05b48e27f1d8af
--- /dev/null
+++ b/UCI_N4/aol/runs/credit-approval/fold_1/1762565216.236851/events.out.tfevents.1762565216.auvsl-gpu-01.ise.illinois.edu.627158.915
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ea1facec676cb49cd7ca9fde6698bbbd8d8b14bfaf5ee303cb72d0be76aab55
+size 1176
diff --git a/UCI_N4/aol/runs/credit-approval/fold_1/best_state.pth b/UCI_N4/aol/runs/credit-approval/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c398eb498668c081356527f859be68e7fcfc0635
--- /dev/null
+++ b/UCI_N4/aol/runs/credit-approval/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:225cf5af14ac0928a8408dbc0295cdfc76ecf13a05c9da4e897cf15d80175fa1
+size 12791
diff --git a/UCI_N4/aol/runs/credit-approval/fold_1/events.out.tfevents.1762565215.auvsl-gpu-01.ise.illinois.edu.627158.914 b/UCI_N4/aol/runs/credit-approval/fold_1/events.out.tfevents.1762565215.auvsl-gpu-01.ise.illinois.edu.627158.914
new file mode 100644
index 0000000000000000000000000000000000000000..700aeabb64a46e96ef9665fc85763f9ca549f11c
--- /dev/null
+++ b/UCI_N4/aol/runs/credit-approval/fold_1/events.out.tfevents.1762565215.auvsl-gpu-01.ise.illinois.edu.627158.914
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7999d41f3378e51d9852ffebf6ecb8e2b5f4c723a363cde68bce8009d48b1db
+size 19274
diff --git a/UCI_N4/aol/runs/credit-approval/fold_2/1762565217.1415966/events.out.tfevents.1762565217.auvsl-gpu-01.ise.illinois.edu.627158.917 b/UCI_N4/aol/runs/credit-approval/fold_2/1762565217.1415966/events.out.tfevents.1762565217.auvsl-gpu-01.ise.illinois.edu.627158.917
new file mode 100644
index 0000000000000000000000000000000000000000..c634224bced2ef839fd7eb7743786c927bdb6354
--- /dev/null
+++ b/UCI_N4/aol/runs/credit-approval/fold_2/1762565217.1415966/events.out.tfevents.1762565217.auvsl-gpu-01.ise.illinois.edu.627158.917
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99b44de5e2548d25b1bf3054a93665f8fba3192a0275b218ab406f67c39ce366
+size 1176
diff --git a/UCI_N4/aol/runs/credit-approval/fold_2/best_state.pth b/UCI_N4/aol/runs/credit-approval/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f64d905edab50e01d1698a7cf1d47efe43162a53
--- /dev/null
+++ b/UCI_N4/aol/runs/credit-approval/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb4823e12dee8663192fc9aefcb58fd9c81e0506fd264299957c348f1f8bd0f2
+size 12791
diff --git a/UCI_N4/aol/runs/credit-approval/fold_2/events.out.tfevents.1762565216.auvsl-gpu-01.ise.illinois.edu.627158.916 b/UCI_N4/aol/runs/credit-approval/fold_2/events.out.tfevents.1762565216.auvsl-gpu-01.ise.illinois.edu.627158.916
new file mode 100644
index 0000000000000000000000000000000000000000..6eb151dc76e12cbfb1cfd3d2aabb133cd06ff7da
--- /dev/null
+++ b/UCI_N4/aol/runs/credit-approval/fold_2/events.out.tfevents.1762565216.auvsl-gpu-01.ise.illinois.edu.627158.916
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e56d40f86129f6ae079232b420554bca596136507b55f48880d80aa2c7ce5ae
+size 16600
diff --git a/UCI_N4/aol/runs/credit-approval/fold_3/1762565218.6438277/events.out.tfevents.1762565218.auvsl-gpu-01.ise.illinois.edu.627158.919 b/UCI_N4/aol/runs/credit-approval/fold_3/1762565218.6438277/events.out.tfevents.1762565218.auvsl-gpu-01.ise.illinois.edu.627158.919
new file mode 100644
index 0000000000000000000000000000000000000000..0d2e1e8b68ae016afbf17cb50a6f7f9810534412
--- /dev/null
+++ b/UCI_N4/aol/runs/credit-approval/fold_3/1762565218.6438277/events.out.tfevents.1762565218.auvsl-gpu-01.ise.illinois.edu.627158.919
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d58a30cd8ee324f7cafe954134fc8da3437359854591f83e533159bbaddbece7
+size 1176
diff --git a/UCI_N4/aol/runs/credit-approval/fold_3/best_state.pth b/UCI_N4/aol/runs/credit-approval/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..fa8b45a0cf602336b52d57cfe98dbc78a67f9268
--- /dev/null
+++ b/UCI_N4/aol/runs/credit-approval/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c0862625554417ce1016e68d8f3b640ba7f1b09a61103b60951a7858360c5e1
+size 12791
diff --git a/UCI_N4/aol/runs/credit-approval/fold_3/events.out.tfevents.1762565217.auvsl-gpu-01.ise.illinois.edu.627158.918 b/UCI_N4/aol/runs/credit-approval/fold_3/events.out.tfevents.1762565217.auvsl-gpu-01.ise.illinois.edu.627158.918
new file mode 100644
index 0000000000000000000000000000000000000000..aa8147c957758570329357ac733c6c08b74e1a8e
--- /dev/null
+++ b/UCI_N4/aol/runs/credit-approval/fold_3/events.out.tfevents.1762565217.auvsl-gpu-01.ise.illinois.edu.627158.918
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5ed262db9038351806234f241bafdbfcdb2f26939317eeef3cb273405be63f9
+size 25004
diff --git a/UCI_N4/aol/runs/cylinder-bands/fold_0/1762565219.7687128/events.out.tfevents.1762565219.auvsl-gpu-01.ise.illinois.edu.627158.921 b/UCI_N4/aol/runs/cylinder-bands/fold_0/1762565219.7687128/events.out.tfevents.1762565219.auvsl-gpu-01.ise.illinois.edu.627158.921
new file mode 100644
index 0000000000000000000000000000000000000000..5fcd6cf15ce6990048874a9f85b1f76ce911da8d
--- /dev/null
+++ b/UCI_N4/aol/runs/cylinder-bands/fold_0/1762565219.7687128/events.out.tfevents.1762565219.auvsl-gpu-01.ise.illinois.edu.627158.921
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e474c459cfbffe5b708b8bf9eaae251bf124046028f50c074a97093338ec8600
+size 1175
diff --git a/UCI_N4/aol/runs/cylinder-bands/fold_0/best_state.pth b/UCI_N4/aol/runs/cylinder-bands/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d555b86d255481c52a69a18fe37283b2755cbeb2
--- /dev/null
+++ b/UCI_N4/aol/runs/cylinder-bands/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94fa8115d56c7b3d8af83f4254eb227b71a83d47f21bf1c0a2dfad9a716769e9
+size 53687
diff --git a/UCI_N4/aol/runs/cylinder-bands/fold_0/events.out.tfevents.1762565218.auvsl-gpu-01.ise.illinois.edu.627158.920 b/UCI_N4/aol/runs/cylinder-bands/fold_0/events.out.tfevents.1762565218.auvsl-gpu-01.ise.illinois.edu.627158.920
new file mode 100644
index 0000000000000000000000000000000000000000..e80950b11b33453cc0ccee0978b30a52e07ae430
--- /dev/null
+++ b/UCI_N4/aol/runs/cylinder-bands/fold_0/events.out.tfevents.1762565218.auvsl-gpu-01.ise.illinois.edu.627158.920
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e59c1265c38fe23ee636d3a859044d0571dee4902e111d7f23290a1b8dad6fc7
+size 26914
diff --git a/UCI_N4/aol/runs/cylinder-bands/fold_1/1762565220.4074075/events.out.tfevents.1762565220.auvsl-gpu-01.ise.illinois.edu.627158.923 b/UCI_N4/aol/runs/cylinder-bands/fold_1/1762565220.4074075/events.out.tfevents.1762565220.auvsl-gpu-01.ise.illinois.edu.627158.923
new file mode 100644
index 0000000000000000000000000000000000000000..706358d3dd89b61c081a3367c0c2954716517c75
--- /dev/null
+++ b/UCI_N4/aol/runs/cylinder-bands/fold_1/1762565220.4074075/events.out.tfevents.1762565220.auvsl-gpu-01.ise.illinois.edu.627158.923
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:758e184db26b3f956af096d929e3ab8ba9deabb2f231f5f91682d9e330849b21
+size 1175
diff --git a/UCI_N4/aol/runs/cylinder-bands/fold_1/best_state.pth b/UCI_N4/aol/runs/cylinder-bands/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bb3f345de63934de1d7bdad6f866492e9cd824d3
--- /dev/null
+++ b/UCI_N4/aol/runs/cylinder-bands/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:497756ef14960bbf7eed588798e5662a747c7e5ffd4e8304ccf640cf3527e65d
+size 53687
diff --git a/UCI_N4/aol/runs/cylinder-bands/fold_1/events.out.tfevents.1762565219.auvsl-gpu-01.ise.illinois.edu.627158.922 b/UCI_N4/aol/runs/cylinder-bands/fold_1/events.out.tfevents.1762565219.auvsl-gpu-01.ise.illinois.edu.627158.922
new file mode 100644
index 0000000000000000000000000000000000000000..2897d379bc3b68cb051452ba052ccf02f700d553
--- /dev/null
+++ b/UCI_N4/aol/runs/cylinder-bands/fold_1/events.out.tfevents.1762565219.auvsl-gpu-01.ise.illinois.edu.627158.922
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db0bfbf4586b5e5a465edd26d6eaa24e1e34a4f97e975b06c804e3e2943469fd
+size 15453
diff --git a/UCI_N4/aol/runs/cylinder-bands/fold_2/1762565220.9638026/events.out.tfevents.1762565220.auvsl-gpu-01.ise.illinois.edu.627158.925 b/UCI_N4/aol/runs/cylinder-bands/fold_2/1762565220.9638026/events.out.tfevents.1762565220.auvsl-gpu-01.ise.illinois.edu.627158.925
new file mode 100644
index 0000000000000000000000000000000000000000..132299223a1696dac84ee1a27d61347033524956
--- /dev/null
+++ b/UCI_N4/aol/runs/cylinder-bands/fold_2/1762565220.9638026/events.out.tfevents.1762565220.auvsl-gpu-01.ise.illinois.edu.627158.925
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:758ab203faf51cdc81f773cca05b75c4f525d08eaf39fec03184d4a8f0f5956f
+size 1175
diff --git a/UCI_N4/aol/runs/cylinder-bands/fold_2/best_state.pth b/UCI_N4/aol/runs/cylinder-bands/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..490d439ba182ff3181f851caabd934d31c707295
--- /dev/null
+++ b/UCI_N4/aol/runs/cylinder-bands/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5007657f279de4d8ba1c0510a5f585a8f2ae3e7882e8cb045918d6a9f4a57282
+size 53687
diff --git a/UCI_N4/aol/runs/cylinder-bands/fold_2/events.out.tfevents.1762565220.auvsl-gpu-01.ise.illinois.edu.627158.924 b/UCI_N4/aol/runs/cylinder-bands/fold_2/events.out.tfevents.1762565220.auvsl-gpu-01.ise.illinois.edu.627158.924
new file mode 100644
index 0000000000000000000000000000000000000000..23116f1043ee4562db3b2cfc54d9f91f3e78d280
--- /dev/null
+++ b/UCI_N4/aol/runs/cylinder-bands/fold_2/events.out.tfevents.1762565220.auvsl-gpu-01.ise.illinois.edu.627158.924
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3b62a238bb2df732ca9676599c31022bb913c6627df4be687557128c8091b5c
+size 13161
diff --git a/UCI_N4/aol/runs/cylinder-bands/fold_3/1762565221.643657/events.out.tfevents.1762565221.auvsl-gpu-01.ise.illinois.edu.627158.927 b/UCI_N4/aol/runs/cylinder-bands/fold_3/1762565221.643657/events.out.tfevents.1762565221.auvsl-gpu-01.ise.illinois.edu.627158.927
new file mode 100644
index 0000000000000000000000000000000000000000..278afd47ce3b436219bb9e4750b710acd2d22f87
--- /dev/null
+++ b/UCI_N4/aol/runs/cylinder-bands/fold_3/1762565221.643657/events.out.tfevents.1762565221.auvsl-gpu-01.ise.illinois.edu.627158.927
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75449bc3173aa3eb79831b923253dbb732eb8ae8bb05bbacaa933c3a8710fe5e
+size 1175
diff --git a/UCI_N4/aol/runs/cylinder-bands/fold_3/best_state.pth b/UCI_N4/aol/runs/cylinder-bands/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..96aa0beebad71bea08ecefbc570db969f7653933
--- /dev/null
+++ b/UCI_N4/aol/runs/cylinder-bands/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ebd5446f8db2c4bd56af15cbbe0a05d8bf2b50122e44f172474ae4e1a28291b4
+size 53687
diff --git a/UCI_N4/aol/runs/cylinder-bands/fold_3/events.out.tfevents.1762565220.auvsl-gpu-01.ise.illinois.edu.627158.926 b/UCI_N4/aol/runs/cylinder-bands/fold_3/events.out.tfevents.1762565220.auvsl-gpu-01.ise.illinois.edu.627158.926
new file mode 100644
index 0000000000000000000000000000000000000000..c433a1367028a6e1e89bac5c2531bd38e5d622e0
--- /dev/null
+++ b/UCI_N4/aol/runs/cylinder-bands/fold_3/events.out.tfevents.1762565220.auvsl-gpu-01.ise.illinois.edu.627158.926
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f081c7f6fd21f8db3e05e2d19a60d139f3a9966f73b08b1139632424b3c501b7
+size 16600
diff --git a/UCI_N4/aol/runs/dermatology/fold_0/1762565222.93/events.out.tfevents.1762565222.auvsl-gpu-01.ise.illinois.edu.627158.929 b/UCI_N4/aol/runs/dermatology/fold_0/1762565222.93/events.out.tfevents.1762565222.auvsl-gpu-01.ise.illinois.edu.627158.929
new file mode 100644
index 0000000000000000000000000000000000000000..1b72aeaaddf522a7cad6d9bb53ae2ff35018d9ae
--- /dev/null
+++ b/UCI_N4/aol/runs/dermatology/fold_0/1762565222.93/events.out.tfevents.1762565222.auvsl-gpu-01.ise.illinois.edu.627158.929
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b118c5e4f467f02889bb8b26420639811094c131a04557f34c7eb5a456527733
+size 1172
diff --git a/UCI_N4/aol/runs/dermatology/fold_0/best_state.pth b/UCI_N4/aol/runs/dermatology/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..175486f4c569bfce2586bec9e5b8b12a7873328a
--- /dev/null
+++ b/UCI_N4/aol/runs/dermatology/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9fb8dd4624e84905e35b76837ea771b71faa34e2acb03d1bb50602df66e7af89
+size 52023
diff --git a/UCI_N4/aol/runs/dermatology/fold_0/events.out.tfevents.1762565221.auvsl-gpu-01.ise.illinois.edu.627158.928 b/UCI_N4/aol/runs/dermatology/fold_0/events.out.tfevents.1762565221.auvsl-gpu-01.ise.illinois.edu.627158.928
new file mode 100644
index 0000000000000000000000000000000000000000..347ac6c402a330df5b4f89c21a93741d3f12c1ff
--- /dev/null
+++ b/UCI_N4/aol/runs/dermatology/fold_0/events.out.tfevents.1762565221.auvsl-gpu-01.ise.illinois.edu.627158.928
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1a1fd8f949e5b10df8740b0592bc8bb3fc83b985138653ace2dc4d02750928c
+size 33408
diff --git a/UCI_N4/aol/runs/dermatology/fold_1/1762565224.1671443/events.out.tfevents.1762565224.auvsl-gpu-01.ise.illinois.edu.627158.931 b/UCI_N4/aol/runs/dermatology/fold_1/1762565224.1671443/events.out.tfevents.1762565224.auvsl-gpu-01.ise.illinois.edu.627158.931
new file mode 100644
index 0000000000000000000000000000000000000000..e22094e8f21409b209dce1a214dcdae30d901839
--- /dev/null
+++ b/UCI_N4/aol/runs/dermatology/fold_1/1762565224.1671443/events.out.tfevents.1762565224.auvsl-gpu-01.ise.illinois.edu.627158.931
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e90051fa0bff35c14019b7717321773ea7956f3c2d50636c9687558008da7899
+size 1172
diff --git a/UCI_N4/aol/runs/dermatology/fold_1/best_state.pth b/UCI_N4/aol/runs/dermatology/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..682d4e1e1c0dd3961be8277cda48b5f343e296fb
--- /dev/null
+++ b/UCI_N4/aol/runs/dermatology/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e68317c8fa88d8c088ccd90536d13ab664f4852685d7b33a781aa4040a4830bb
+size 52023
diff --git a/UCI_N4/aol/runs/dermatology/fold_1/events.out.tfevents.1762565222.auvsl-gpu-01.ise.illinois.edu.627158.930 b/UCI_N4/aol/runs/dermatology/fold_1/events.out.tfevents.1762565222.auvsl-gpu-01.ise.illinois.edu.627158.930
new file mode 100644
index 0000000000000000000000000000000000000000..265c08d25eb57469bd52ef97abee5432adbd2de2
--- /dev/null
+++ b/UCI_N4/aol/runs/dermatology/fold_1/events.out.tfevents.1762565222.auvsl-gpu-01.ise.illinois.edu.627158.930
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1fed284e0c1fe97154d017250cdf22e680d842dd63ec96059d0a40c1f4781d4
+size 33408
diff --git a/UCI_N4/aol/runs/dermatology/fold_2/1762565225.0802433/events.out.tfevents.1762565225.auvsl-gpu-01.ise.illinois.edu.627158.933 b/UCI_N4/aol/runs/dermatology/fold_2/1762565225.0802433/events.out.tfevents.1762565225.auvsl-gpu-01.ise.illinois.edu.627158.933
new file mode 100644
index 0000000000000000000000000000000000000000..9d28f6ab9f687d363b6b5b89b51707da2bd20e61
--- /dev/null
+++ b/UCI_N4/aol/runs/dermatology/fold_2/1762565225.0802433/events.out.tfevents.1762565225.auvsl-gpu-01.ise.illinois.edu.627158.933
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c6a674c2104c3b6a0b0bbc4cb73371a85b59995a805c41fa696acbabf7885cc
+size 1172
diff --git a/UCI_N4/aol/runs/dermatology/fold_2/best_state.pth b/UCI_N4/aol/runs/dermatology/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0f23e814f101f271cba6c2efc8ff8c43fc4d7b22
--- /dev/null
+++ b/UCI_N4/aol/runs/dermatology/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:194cfb208be3aba8ac732261fc86b22f8de65bcc294a282ed696cfd870a43bb7
+size 52023
diff --git a/UCI_N4/aol/runs/dermatology/fold_2/events.out.tfevents.1762565224.auvsl-gpu-01.ise.illinois.edu.627158.932 b/UCI_N4/aol/runs/dermatology/fold_2/events.out.tfevents.1762565224.auvsl-gpu-01.ise.illinois.edu.627158.932
new file mode 100644
index 0000000000000000000000000000000000000000..3897b33e0f8f1a7d92075795dcb2c842ee077476
--- /dev/null
+++ b/UCI_N4/aol/runs/dermatology/fold_2/events.out.tfevents.1762565224.auvsl-gpu-01.ise.illinois.edu.627158.932
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:506eff2c711e6bfa8d60a1dc2c0e4d406e256d73cc3ab0fe48191a61c1414e37
+size 23476
diff --git a/UCI_N4/aol/runs/dermatology/fold_3/1762565225.9017432/events.out.tfevents.1762565225.auvsl-gpu-01.ise.illinois.edu.627158.935 b/UCI_N4/aol/runs/dermatology/fold_3/1762565225.9017432/events.out.tfevents.1762565225.auvsl-gpu-01.ise.illinois.edu.627158.935
new file mode 100644
index 0000000000000000000000000000000000000000..d0feff5da4ef592813e9378ffbeb4502f4bd9400
--- /dev/null
+++ b/UCI_N4/aol/runs/dermatology/fold_3/1762565225.9017432/events.out.tfevents.1762565225.auvsl-gpu-01.ise.illinois.edu.627158.935
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0bd2a21db6cdcba9062e816a387cea4ed0a2d27f554bd99ff880844a15a63b0
+size 1172
diff --git a/UCI_N4/aol/runs/dermatology/fold_3/best_state.pth b/UCI_N4/aol/runs/dermatology/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e78de5635ca3903ae5a74f2761fa539068a9e603
--- /dev/null
+++ b/UCI_N4/aol/runs/dermatology/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95c5ee378a1ae543004c134e2c076f3c2eba1bc3b0baea31ebe416dcf1f51666
+size 52023
diff --git a/UCI_N4/aol/runs/dermatology/fold_3/events.out.tfevents.1762565225.auvsl-gpu-01.ise.illinois.edu.627158.934 b/UCI_N4/aol/runs/dermatology/fold_3/events.out.tfevents.1762565225.auvsl-gpu-01.ise.illinois.edu.627158.934
new file mode 100644
index 0000000000000000000000000000000000000000..2ce4eff24037cdb6560f84020ba700322495dfba
--- /dev/null
+++ b/UCI_N4/aol/runs/dermatology/fold_3/events.out.tfevents.1762565225.auvsl-gpu-01.ise.illinois.edu.627158.934
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:caf8077ef82dae4b19f920bb696e376d9dd29ba1a2a1d4257bd9640efda97871
+size 22330
diff --git a/UCI_N4/aol/runs/echocardiogram/fold_0/best_state.pth b/UCI_N4/aol/runs/echocardiogram/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..555462497393ef59782591f4b8c3dcda5884d748
--- /dev/null
+++ b/UCI_N4/aol/runs/echocardiogram/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7cd7d1961a7a12bc0d31d8ea463dd6ffa4a91380945ffe726e9447d508f0c331
+size 7735
diff --git a/UCI_N4/aol/runs/echocardiogram/fold_0/events.out.tfevents.1762565225.auvsl-gpu-01.ise.illinois.edu.627158.936 b/UCI_N4/aol/runs/echocardiogram/fold_0/events.out.tfevents.1762565225.auvsl-gpu-01.ise.illinois.edu.627158.936
new file mode 100644
index 0000000000000000000000000000000000000000..c0c3956e79129e2f8d793cd0cfdcb347db5fa54c
--- /dev/null
+++ b/UCI_N4/aol/runs/echocardiogram/fold_0/events.out.tfevents.1762565225.auvsl-gpu-01.ise.illinois.edu.627158.936
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa35259b73f18d2b26be7f6539f7f99023be46bb69d57b694d2ef87ddded19cd
+size 12397
diff --git a/UCI_N4/aol/runs/echocardiogram/fold_1/events.out.tfevents.1762565226.auvsl-gpu-01.ise.illinois.edu.627158.938 b/UCI_N4/aol/runs/echocardiogram/fold_1/events.out.tfevents.1762565226.auvsl-gpu-01.ise.illinois.edu.627158.938
new file mode 100644
index 0000000000000000000000000000000000000000..7705a58e5c7d61d3acf15f9c99a858e7150b5ee3
--- /dev/null
+++ b/UCI_N4/aol/runs/echocardiogram/fold_1/events.out.tfevents.1762565226.auvsl-gpu-01.ise.illinois.edu.627158.938
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bbca404b6beaead964c5e0ebedca4d544c22df2f8757e29c46b1c9ceaa9d0cca
+size 27678
diff --git a/UCI_N4/aol/runs/echocardiogram/fold_2/best_state.pth b/UCI_N4/aol/runs/echocardiogram/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..08808fbb10d37f47c81e16e0def01ab114cf1031
--- /dev/null
+++ b/UCI_N4/aol/runs/echocardiogram/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6f67d0c56565d5de7a0da0929bc6828cef8a27ca63de1cf90bf1900a6fe5a97
+size 7735
diff --git a/UCI_N4/aol/runs/echocardiogram/fold_3/events.out.tfevents.1762565227.auvsl-gpu-01.ise.illinois.edu.627158.942 b/UCI_N4/aol/runs/echocardiogram/fold_3/events.out.tfevents.1762565227.auvsl-gpu-01.ise.illinois.edu.627158.942
new file mode 100644
index 0000000000000000000000000000000000000000..a1b51fa7f478a849bbf4a041c77cc51ce444e049
--- /dev/null
+++ b/UCI_N4/aol/runs/echocardiogram/fold_3/events.out.tfevents.1762565227.auvsl-gpu-01.ise.illinois.edu.627158.942
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19b6a4250c5f5789ce61cd5fe8ac61cd8ad7a77b0a09dccd11d4404d98673125
+size 23094
diff --git a/UCI_N4/aol/runs/ecoli/fold_1/best_state.pth b/UCI_N4/aol/runs/ecoli/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1c09be695eff62fe63d37d15f823a2f2419359a8
--- /dev/null
+++ b/UCI_N4/aol/runs/ecoli/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02cd9253501eaaba5bab2edae1ac39d39979342e28b7626a20c39bd46500e2b4
+size 5815
diff --git a/UCI_N4/ldlt-resnet/runs/audiology-std/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c1be2dd58cad5c77195bdf33855cb62e4af9fbd4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:604712af6ba4d49163bbeb3d9b9b48d6f4355ff3398f043f26fb0bc2249aca8f
+size 3067253
diff --git a/UCI_N4/ldlt-resnet/runs/bank/fold_0/1762562868.3159919/events.out.tfevents.1762562868.auvsl-gpu-01.ise.illinois.edu.627158.569 b/UCI_N4/ldlt-resnet/runs/bank/fold_0/1762562868.3159919/events.out.tfevents.1762562868.auvsl-gpu-01.ise.illinois.edu.627158.569
new file mode 100644
index 0000000000000000000000000000000000000000..0de93accc227bd53e32bf0e3b7932703f0e70fa5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/bank/fold_0/1762562868.3159919/events.out.tfevents.1762562868.auvsl-gpu-01.ise.illinois.edu.627158.569
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e98670fd9fa8a4d0d7d46ae20180a4277b5d6032f8035212d22696b352b0e398
+size 1173
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b87cdbafd5b5cd1222ef733ff490e2f688421ce6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23bece7190996653b81a102181a3b6c864b41f38c92317ed75bda55403dd4e48
+size 61173
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ea45601e393f4f2fc1a4c2b94ea1fcba61a6f4fb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f399a282aaefb6a5b1da16ea0eda5755f8ce21cf8dc0dc127b4413b37c346c10
+size 61173
diff --git a/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f88dc955621f532389a8e4241a9f407d79b723dc
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:858a045dc740a8809b95a074d62b62620c7b0c5d9c9a05d97ff75114510f045c
+size 61685
diff --git a/UCI_N4/ldlt-resnet/runs/car/fold_0/1762562905.9005835/events.out.tfevents.1762562905.auvsl-gpu-01.ise.illinois.edu.627155.553 b/UCI_N4/ldlt-resnet/runs/car/fold_0/1762562905.9005835/events.out.tfevents.1762562905.auvsl-gpu-01.ise.illinois.edu.627155.553
new file mode 100644
index 0000000000000000000000000000000000000000..131e98fbeafcbc9a0cf0cddd4c8d6cf48b757d77
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/car/fold_0/1762562905.9005835/events.out.tfevents.1762562905.auvsl-gpu-01.ise.illinois.edu.627155.553
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a63e7b13303ac2aa2ad400751c96a80b5a2b7048feba7af2f7c5e7f922700abd
+size 1172
diff --git a/UCI_N4/ldlt-resnet/runs/car/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/car/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..dfca1d012d37bba296fa78b5ec35eebd7632fa2e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/car/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36340985829070b49750d84b0e88ff9419cf6fd10cd0523f239dd2019772e856
+size 60277
diff --git a/UCI_N4/ldlt-resnet/runs/car/fold_1/events.out.tfevents.1762562905.auvsl-gpu-01.ise.illinois.edu.627155.554 b/UCI_N4/ldlt-resnet/runs/car/fold_1/events.out.tfevents.1762562905.auvsl-gpu-01.ise.illinois.edu.627155.554
new file mode 100644
index 0000000000000000000000000000000000000000..9106c1306773a78397aa404c88792c109b426e9c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/car/fold_1/events.out.tfevents.1762562905.auvsl-gpu-01.ise.illinois.edu.627155.554
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7faca36b89e1ccfca1d4e263ad3c6cda349644b9f140db137be1f672c62fa7a
+size 29588
diff --git a/UCI_N4/ldlt-resnet/runs/car/fold_3/1762562925.991027/events.out.tfevents.1762562925.auvsl-gpu-01.ise.illinois.edu.627155.559 b/UCI_N4/ldlt-resnet/runs/car/fold_3/1762562925.991027/events.out.tfevents.1762562925.auvsl-gpu-01.ise.illinois.edu.627155.559
new file mode 100644
index 0000000000000000000000000000000000000000..1b9adfcf2cab78c6d67e4877fe6ec9a2b01eb330
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/car/fold_3/1762562925.991027/events.out.tfevents.1762562925.auvsl-gpu-01.ise.illinois.edu.627155.559
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfc6df175c18579fb8da7a8d539091055e48c81354d10403c4eed66421f80097
+size 1172
diff --git a/UCI_N4/ldlt-resnet/runs/car/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/car/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3ce1efb7a1c1a84cb4c7c622f96e3ae9c53a9beb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/car/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:929d8d1fe53b09025e93d1e336ff3ff3a8fbbd1f62e25c80a70388a270b24221
+size 60277
diff --git a/UCI_N4/ldlt-resnet/runs/car/fold_3/events.out.tfevents.1762562919.auvsl-gpu-01.ise.illinois.edu.627155.558 b/UCI_N4/ldlt-resnet/runs/car/fold_3/events.out.tfevents.1762562919.auvsl-gpu-01.ise.illinois.edu.627155.558
new file mode 100644
index 0000000000000000000000000000000000000000..2f64f084f38d25999c1e299c365fac6d078ec0fd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/car/fold_3/events.out.tfevents.1762562919.auvsl-gpu-01.ise.illinois.edu.627155.558
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25bff8a428d7d0ad1dd475be4e66c8a0c74598daafe013fade1f7420b77cdc7d
+size 21566
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8d98556b98ed8abe919cde85e861d310f359a697
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d97f17f913c60964320e7667e882aa272aaa05384b2948b7d2f81025be6a467
+size 210421
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_2/1762562946.9116/events.out.tfevents.1762562946.auvsl-gpu-01.ise.illinois.edu.627158.581 b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_2/1762562946.9116/events.out.tfevents.1762562946.auvsl-gpu-01.ise.illinois.edu.627158.581
new file mode 100644
index 0000000000000000000000000000000000000000..a364390f5164c5f62151eb238dd629e30df1f29e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_2/1762562946.9116/events.out.tfevents.1762562946.auvsl-gpu-01.ise.illinois.edu.627158.581
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8cea7569bcb64d6b423a7abb793a8be33f8a42cc18429a4ac6f96d8b9f01d0f
+size 1194
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_2/events.out.tfevents.1762562935.auvsl-gpu-01.ise.illinois.edu.627158.580 b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_2/events.out.tfevents.1762562935.auvsl-gpu-01.ise.illinois.edu.627158.580
new file mode 100644
index 0000000000000000000000000000000000000000..f3bc2a5de43b1709ff8fc43b18545c849db71691
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_2/events.out.tfevents.1762562935.auvsl-gpu-01.ise.illinois.edu.627158.580
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:208c0a9ed0f62f662f30b8bddf2278c3386087d18f8ad882bdcf4d8bcbb93a2e
+size 33026
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_3/1762562957.3399813/events.out.tfevents.1762562957.auvsl-gpu-01.ise.illinois.edu.627158.583 b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_3/1762562957.3399813/events.out.tfevents.1762562957.auvsl-gpu-01.ise.illinois.edu.627158.583
new file mode 100644
index 0000000000000000000000000000000000000000..0c0562697caa8675689b739006e0586009475de3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_3/1762562957.3399813/events.out.tfevents.1762562957.auvsl-gpu-01.ise.illinois.edu.627158.583
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:475b847e3a23f3dcc57944a168facdcecf2e4ccc7834aeb8d036c3b5ebfaba6d
+size 1194
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ddb144879ed1cb64c3550d97d6b202ee321b6893
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:107be6c47cbdc8cdb8c1c5df21e189586b5c22009b156e15d30587077a0d56a9
+size 208629
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_0/events.out.tfevents.1762562926.auvsl-gpu-01.ise.illinois.edu.627155.560 b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_0/events.out.tfevents.1762562926.auvsl-gpu-01.ise.illinois.edu.627155.560
new file mode 100644
index 0000000000000000000000000000000000000000..0fb6389427d5173a576c1ed35935f304abdc2bb2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_0/events.out.tfevents.1762562926.auvsl-gpu-01.ise.illinois.edu.627155.560
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:afce981a85a09ef9c9f2d316350f6ee96634197b4412fe1e2c351c6ffcee1569
+size 22330
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_1/1762562942.3702466/events.out.tfevents.1762562942.auvsl-gpu-01.ise.illinois.edu.627155.563 b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_1/1762562942.3702466/events.out.tfevents.1762562942.auvsl-gpu-01.ise.illinois.edu.627155.563
new file mode 100644
index 0000000000000000000000000000000000000000..451d74c81973ebf1f01b7ca866f9fb1b2fd77088
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_1/1762562942.3702466/events.out.tfevents.1762562942.auvsl-gpu-01.ise.illinois.edu.627155.563
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92f45c66ae9f8a16679579c5fe1383924b7c595890cbd5546840cd302b186ace
+size 1193
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_3/events.out.tfevents.1762562953.auvsl-gpu-01.ise.illinois.edu.627155.566 b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_3/events.out.tfevents.1762562953.auvsl-gpu-01.ise.illinois.edu.627155.566
new file mode 100644
index 0000000000000000000000000000000000000000..572f372c4b113204e6f34cb4b2cc4f7aa10b8e79
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_3/events.out.tfevents.1762562953.auvsl-gpu-01.ise.illinois.edu.627155.566
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:319c40570708af44cdc80777092114938da33102e56e6ec1f69ea709a6fdb6bc
+size 32262
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_0/events.out.tfevents.1762562957.auvsl-gpu-01.ise.illinois.edu.627158.584 b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_0/events.out.tfevents.1762562957.auvsl-gpu-01.ise.illinois.edu.627158.584
new file mode 100644
index 0000000000000000000000000000000000000000..2ff65f8ea2b5cf33cd23e0efd2bb6d2ae306c7e7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_0/events.out.tfevents.1762562957.auvsl-gpu-01.ise.illinois.edu.627158.584
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f38ef228dd0f3248d6c53678083406557d85b54cfc9bdb745bd12406a581d8c
+size 13161
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_1/1762563082.8910558/events.out.tfevents.1762563082.auvsl-gpu-01.ise.illinois.edu.627158.587 b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_1/1762563082.8910558/events.out.tfevents.1762563082.auvsl-gpu-01.ise.illinois.edu.627158.587
new file mode 100644
index 0000000000000000000000000000000000000000..64c1dd2a13f01a47b60005b64694706ed6e1ec3d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_1/1762563082.8910558/events.out.tfevents.1762563082.auvsl-gpu-01.ise.illinois.edu.627158.587
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ebd9faae70df60900f0dd3803ce88179411620d2f576ebc38a32734f0976d62
+size 1179
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f8cdfcbf90c9b083211e34ab8ca68e01505e8794
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36fce6235e0cd2ded282d42b484950610ce94869c6285a8708e71745b5018e77
+size 62133
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_1/events.out.tfevents.1762563011.auvsl-gpu-01.ise.illinois.edu.627158.586 b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_1/events.out.tfevents.1762563011.auvsl-gpu-01.ise.illinois.edu.627158.586
new file mode 100644
index 0000000000000000000000000000000000000000..3c20023d973a78abeebbbbb61c79fcac37199b41
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_1/events.out.tfevents.1762563011.auvsl-gpu-01.ise.illinois.edu.627158.586
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31f298c8dc4534565a6e8a12175726a27b4dd4dfb6ff4b5525fba44fa8eecf62
+size 16982
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..347a21b126357c74e9e9a19d5a7020c10ac11862
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12bca426ff0a04e0fc1cb91665474ff3532922f2a4491ead59d54fdfe388abeb
+size 62133
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_2/events.out.tfevents.1762563082.auvsl-gpu-01.ise.illinois.edu.627158.588 b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_2/events.out.tfevents.1762563082.auvsl-gpu-01.ise.illinois.edu.627158.588
new file mode 100644
index 0000000000000000000000000000000000000000..7d467d14ff46762cff1aac3def36c58582c1144e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_2/events.out.tfevents.1762563082.auvsl-gpu-01.ise.illinois.edu.627158.588
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f50cdca8de1c379a1bd9c4a086d25baa0445703a23fd74bf4104c05570f4cb48
+size 24240
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_1/1762562987.3570716/events.out.tfevents.1762562987.auvsl-gpu-01.ise.illinois.edu.627155.571 b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_1/1762562987.3570716/events.out.tfevents.1762562987.auvsl-gpu-01.ise.illinois.edu.627155.571
new file mode 100644
index 0000000000000000000000000000000000000000..65d56775d69fc1658cdfe88dd1b8dd5032631553
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_1/1762562987.3570716/events.out.tfevents.1762562987.auvsl-gpu-01.ise.illinois.edu.627155.571
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5967352d33966bf1257d44a716ef101f5a2b846fdb14779a04e571df25f398f4
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_1/events.out.tfevents.1762562976.auvsl-gpu-01.ise.illinois.edu.627155.570 b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_1/events.out.tfevents.1762562976.auvsl-gpu-01.ise.illinois.edu.627155.570
new file mode 100644
index 0000000000000000000000000000000000000000..4685e17a16e61b4eb72f8714a8856235333be93e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_1/events.out.tfevents.1762562976.auvsl-gpu-01.ise.illinois.edu.627155.570
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a5fae8cc12f6e7fe57a45684932e2a87de7fbe3430c03258790f70d3ae3a36e
+size 22712
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e3ebddb6ef07f48e6e3c67d7608dda83a0fb4cda
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:124ba4ce06912aa5557eb8d223916e84e929ffc0aff135cefc3cd0b54028d0c2
+size 783605
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_3/1762563014.5285442/events.out.tfevents.1762563014.auvsl-gpu-01.ise.illinois.edu.627155.575 b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_3/1762563014.5285442/events.out.tfevents.1762563014.auvsl-gpu-01.ise.illinois.edu.627155.575
new file mode 100644
index 0000000000000000000000000000000000000000..93f23dfdc0615e2d040ac79559161e12e3519df0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_3/1762563014.5285442/events.out.tfevents.1762563014.auvsl-gpu-01.ise.illinois.edu.627155.575
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ebddb0ee2260f02c2b56cad828db6a65116e1fe42ac4e729b8f5f2b3c8585f9c
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_2/events.out.tfevents.1762563017.auvsl-gpu-01.ise.illinois.edu.627155.580 b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_2/events.out.tfevents.1762563017.auvsl-gpu-01.ise.illinois.edu.627155.580
new file mode 100644
index 0000000000000000000000000000000000000000..544557e83836692ab4b16e7f2daf8bb746ff549c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_2/events.out.tfevents.1762563017.auvsl-gpu-01.ise.illinois.edu.627155.580
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ca4bd455771bb916aa537e608f1027370fc3008c741365320f8db8b6f33430b
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_1/events.out.tfevents.1762563020.auvsl-gpu-01.ise.illinois.edu.627155.586 b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_1/events.out.tfevents.1762563020.auvsl-gpu-01.ise.illinois.edu.627155.586
new file mode 100644
index 0000000000000000000000000000000000000000..a80573e319ea8c1c3e7c36a533d801f5c7767a2e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_1/events.out.tfevents.1762563020.auvsl-gpu-01.ise.illinois.edu.627155.586
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:314fb32c4cae4570303b513b57f759d2f9ed333fd53ae45ad8225153b70b10d5
+size 21948
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1d8bd1dd546903db7f7f8dc4c66cc04d7ffc828b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b71916dc551914381a1bbcb588c2c5eeaa60d5d997cc95106a5d5606c3ea9254
+size 3053877
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_2/events.out.tfevents.1762563022.auvsl-gpu-01.ise.illinois.edu.627155.588 b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_2/events.out.tfevents.1762563022.auvsl-gpu-01.ise.illinois.edu.627155.588
new file mode 100644
index 0000000000000000000000000000000000000000..41e80501bf9f234d827577ef5d93949e56838a52
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_2/events.out.tfevents.1762563022.auvsl-gpu-01.ise.illinois.edu.627155.588
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65eb3b925d57c9a38550d1833fb297d0619509ce82a55652862ab9207fa14ace
+size 15453
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_3/1762563025.5796854/events.out.tfevents.1762563025.auvsl-gpu-01.ise.illinois.edu.627155.591 b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_3/1762563025.5796854/events.out.tfevents.1762563025.auvsl-gpu-01.ise.illinois.edu.627155.591
new file mode 100644
index 0000000000000000000000000000000000000000..c05767536845884a42559d39f8d9c206891c81b9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_3/1762563025.5796854/events.out.tfevents.1762563025.auvsl-gpu-01.ise.illinois.edu.627155.591
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34c35f5f440671772d93cb95193e33e7733eb5ed980de9470e98aed010cf6073
+size 1197
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7f86522e6dd88557a4b501778482b926b2413cb3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-T-OR-D/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9df5e48222d4cb0f76108aa0c74c7046abae52dfe2357046415d16833c29af5
+size 60405
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_0/1762564164.8102806/events.out.tfevents.1762564164.auvsl-gpu-01.ise.illinois.edu.627157.761 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_0/1762564164.8102806/events.out.tfevents.1762564164.auvsl-gpu-01.ise.illinois.edu.627157.761
new file mode 100644
index 0000000000000000000000000000000000000000..21716e46bb2b636e1d14236300eca2b32b95241d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_0/1762564164.8102806/events.out.tfevents.1762564164.auvsl-gpu-01.ise.illinois.edu.627157.761
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9f6dec80171743f32a73a29ae1e7bfce0eae0907d4534a973ca1da5a28170d0
+size 1191
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2402bbafe4faa434b97a1f1ead36a06230c298c7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fed168233d836f77898ee70f91407dd8596fd963058122dbddd30bf9cd27b25f
+size 60917
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_0/events.out.tfevents.1762564163.auvsl-gpu-01.ise.illinois.edu.627157.760 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_0/events.out.tfevents.1762564163.auvsl-gpu-01.ise.illinois.edu.627157.760
new file mode 100644
index 0000000000000000000000000000000000000000..d58d7ace3356ecc8faad4da8544913aba4e4e12a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_0/events.out.tfevents.1762564163.auvsl-gpu-01.ise.illinois.edu.627157.760
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27d06f144debc838c14a0d8b1a7e109f91848a672cad63d4943d5871aa2a4a42
+size 23094
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_1/1762564166.5912974/events.out.tfevents.1762564166.auvsl-gpu-01.ise.illinois.edu.627157.763 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_1/1762564166.5912974/events.out.tfevents.1762564166.auvsl-gpu-01.ise.illinois.edu.627157.763
new file mode 100644
index 0000000000000000000000000000000000000000..5bd52aedc76203669aa6acd79f71853491775ce9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_1/1762564166.5912974/events.out.tfevents.1762564166.auvsl-gpu-01.ise.illinois.edu.627157.763
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f4d24ed8a78a8d9ecd6b77d7f1218899dbf4afeb3c00f9a462eedaaa37a7c17
+size 1191
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c3624accd2498f3e468fab51c7717a7107eadf72
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37e882e986614a95ac095b21edef01a527e1810896001b26fab4ca35399cde88
+size 60917
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_2/1762564168.007695/events.out.tfevents.1762564168.auvsl-gpu-01.ise.illinois.edu.627157.765 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_2/1762564168.007695/events.out.tfevents.1762564168.auvsl-gpu-01.ise.illinois.edu.627157.765
new file mode 100644
index 0000000000000000000000000000000000000000..c70d0248f0d6d7a51f5e3bf6571722b53a7d9d21
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_2/1762564168.007695/events.out.tfevents.1762564168.auvsl-gpu-01.ise.illinois.edu.627157.765
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de076e759360ec24ed092968b284324821a2085d32715ff8ae01952f0a1dcffd
+size 1191
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_3/1762564169.2431006/events.out.tfevents.1762564169.auvsl-gpu-01.ise.illinois.edu.627157.767 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_3/1762564169.2431006/events.out.tfevents.1762564169.auvsl-gpu-01.ise.illinois.edu.627157.767
new file mode 100644
index 0000000000000000000000000000000000000000..9931f8a074c2b66cdfa3218ed37b181fb64b896f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_3/1762564169.2431006/events.out.tfevents.1762564169.auvsl-gpu-01.ise.illinois.edu.627157.767
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d304bfe5b03bb1428c03a2062daec62799356f6cf59c91f61edae36e7db9e108
+size 1191
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2ea18443b8013f4606d739ed6a4c6dd7b307f0f1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5b4f66a534ebff8afe4b955a73f2c9f8cfd767955fb811eb076259562ed6f6a
+size 60917
diff --git a/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_3/events.out.tfevents.1762564168.auvsl-gpu-01.ise.illinois.edu.627157.766 b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_3/events.out.tfevents.1762564168.auvsl-gpu-01.ise.illinois.edu.627157.766
new file mode 100644
index 0000000000000000000000000000000000000000..5fc8d6e8fb157e22bd85b6bf3ea60340e5d059c4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/pittsburg-bridges-TYPE/fold_3/events.out.tfevents.1762564168.auvsl-gpu-01.ise.illinois.edu.627157.766
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0202abf7463780243cea34756a619ffd50189a98c1a057d6f16138f7f1198861
+size 18128
diff --git a/UCI_N4/ldlt-resnet/runs/planning/fold_0/1762564170.022557/events.out.tfevents.1762564170.auvsl-gpu-01.ise.illinois.edu.627157.769 b/UCI_N4/ldlt-resnet/runs/planning/fold_0/1762564170.022557/events.out.tfevents.1762564170.auvsl-gpu-01.ise.illinois.edu.627157.769
new file mode 100644
index 0000000000000000000000000000000000000000..95627feaa89ca68db0882dbc42ae1aac78b7f35d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/planning/fold_0/1762564170.022557/events.out.tfevents.1762564170.auvsl-gpu-01.ise.illinois.edu.627157.769
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c901024054587a0184ad531162dd4533bce68d7cc5394d60edd244241eecd1a
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/planning/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/planning/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..40aca46b518dd027c35618b14ba030458b8239a2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/planning/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e52794a44d3d691c49be5ee3c343366ce5941b5907a5062d77199e44f335d7d0
+size 62453
diff --git a/UCI_N4/ldlt-resnet/runs/planning/fold_0/events.out.tfevents.1762564169.auvsl-gpu-01.ise.illinois.edu.627157.768 b/UCI_N4/ldlt-resnet/runs/planning/fold_0/events.out.tfevents.1762564169.auvsl-gpu-01.ise.illinois.edu.627157.768
new file mode 100644
index 0000000000000000000000000000000000000000..d172fa7eb64c9094800aab032125964a15ea2e88
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/planning/fold_0/events.out.tfevents.1762564169.auvsl-gpu-01.ise.illinois.edu.627157.768
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd3ec1f37b3b81928cca17f851588b1fedf8d9b309be66ff1d9452b7e43177b9
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/planning/fold_1/1762564170.9636922/events.out.tfevents.1762564170.auvsl-gpu-01.ise.illinois.edu.627157.771 b/UCI_N4/ldlt-resnet/runs/planning/fold_1/1762564170.9636922/events.out.tfevents.1762564170.auvsl-gpu-01.ise.illinois.edu.627157.771
new file mode 100644
index 0000000000000000000000000000000000000000..bd6631cf1373f0cf0a6542a212f6597dd44c9bcf
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/planning/fold_1/1762564170.9636922/events.out.tfevents.1762564170.auvsl-gpu-01.ise.illinois.edu.627157.771
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f606256c177d725d8ddfd72704f24599ce9ab3b94a5eebbee4bda871fc03c5f9
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/planning/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/planning/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5b2d145c5edc7e25cc2147f9afa01aa1967124dd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/planning/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c581b3450e632b26987154d40cd11c70af52847d0641da65dff2f7abc8c54e8c
+size 62453
diff --git a/UCI_N4/ldlt-resnet/runs/planning/fold_1/events.out.tfevents.1762564170.auvsl-gpu-01.ise.illinois.edu.627157.770 b/UCI_N4/ldlt-resnet/runs/planning/fold_1/events.out.tfevents.1762564170.auvsl-gpu-01.ise.illinois.edu.627157.770
new file mode 100644
index 0000000000000000000000000000000000000000..3f548f5215370380aa58a152cd1398c98f2fcdd5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/planning/fold_1/events.out.tfevents.1762564170.auvsl-gpu-01.ise.illinois.edu.627157.770
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28802b09736cfb370a13554293535c2f8b090eeb3e6555e194c6fd0fbd7d14fe
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/planning/fold_2/1762564173.3655052/events.out.tfevents.1762564173.auvsl-gpu-01.ise.illinois.edu.627157.773 b/UCI_N4/ldlt-resnet/runs/planning/fold_2/1762564173.3655052/events.out.tfevents.1762564173.auvsl-gpu-01.ise.illinois.edu.627157.773
new file mode 100644
index 0000000000000000000000000000000000000000..0d5d10d6db0ba2f14526a1ee221d0b762956a31c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/planning/fold_2/1762564173.3655052/events.out.tfevents.1762564173.auvsl-gpu-01.ise.illinois.edu.627157.773
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aea1c36cd16c827918ef9b4158ff341e290c659b17aa99b2d5c350dd6d24ac28
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/planning/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/planning/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ae7afd215b5c45f29bdaa6fc66853591bdfbbe26
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/planning/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e4c1417a359dd6f189c82e156c10307dbfee43cab711d585646fa5e71212d56
+size 62453
diff --git a/UCI_N4/ldlt-resnet/runs/planning/fold_2/events.out.tfevents.1762564170.auvsl-gpu-01.ise.illinois.edu.627157.772 b/UCI_N4/ldlt-resnet/runs/planning/fold_2/events.out.tfevents.1762564170.auvsl-gpu-01.ise.illinois.edu.627157.772
new file mode 100644
index 0000000000000000000000000000000000000000..af241ba042bbbd07cfca8a6f07f3a2c7decd2408
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/planning/fold_2/events.out.tfevents.1762564170.auvsl-gpu-01.ise.illinois.edu.627157.772
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e06ae469427abbf28d91ef3103883091eaa4f103b79d6c5b3c21fde9c7e0cef8
+size 27678
diff --git a/UCI_N4/ldlt-resnet/runs/planning/fold_3/1762564174.2210875/events.out.tfevents.1762564174.auvsl-gpu-01.ise.illinois.edu.627157.775 b/UCI_N4/ldlt-resnet/runs/planning/fold_3/1762564174.2210875/events.out.tfevents.1762564174.auvsl-gpu-01.ise.illinois.edu.627157.775
new file mode 100644
index 0000000000000000000000000000000000000000..5d4baed06995f2ab600d5691bd185d622df041d6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/planning/fold_3/1762564174.2210875/events.out.tfevents.1762564174.auvsl-gpu-01.ise.illinois.edu.627157.775
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:757f9f15bbb92e4f3766250652a7caed8662b861f34d032e75c28b4013ccd677
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/planning/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/planning/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bb883825d3c8ea61eef6d8eb59fe340909ca752c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/planning/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df88bfc139c52063dbb2e79dd01f02e4ab365942e2ddec6d9e62df1cf98ba215
+size 62453
diff --git a/UCI_N4/ldlt-resnet/runs/planning/fold_3/events.out.tfevents.1762564173.auvsl-gpu-01.ise.illinois.edu.627157.774 b/UCI_N4/ldlt-resnet/runs/planning/fold_3/events.out.tfevents.1762564173.auvsl-gpu-01.ise.illinois.edu.627157.774
new file mode 100644
index 0000000000000000000000000000000000000000..8aef74754202984fcefd5879362ca168ff019a63
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/planning/fold_3/events.out.tfevents.1762564173.auvsl-gpu-01.ise.illinois.edu.627157.774
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57e4382b61d68731e66131f1f2d7aee00d4d7976bdf7fd0b4671c7c0376463db
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/plant-margin/fold_0/1762564183.3921962/events.out.tfevents.1762564183.auvsl-gpu-01.ise.illinois.edu.627158.705 b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_0/1762564183.3921962/events.out.tfevents.1762564183.auvsl-gpu-01.ise.illinois.edu.627158.705
new file mode 100644
index 0000000000000000000000000000000000000000..3c7a93e54a6a966b92bc02c4788a1d22de5cd1f6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_0/1762564183.3921962/events.out.tfevents.1762564183.auvsl-gpu-01.ise.illinois.edu.627158.705
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08d192fcf97da1ab5eb7a519b7c2c1d472d142817d0daaa22bd212c7a7d0f837
+size 1181
diff --git a/UCI_N4/ldlt-resnet/runs/plant-margin/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6b100abb9c55df297f9b0b082f2738347186e415
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:247c6f00fe7686b4d013fa125d9a116cf4e0242ae55439887b378304850ce02e
+size 3166773
diff --git a/UCI_N4/ldlt-resnet/runs/plant-margin/fold_0/events.out.tfevents.1762564170.auvsl-gpu-01.ise.illinois.edu.627158.704 b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_0/events.out.tfevents.1762564170.auvsl-gpu-01.ise.illinois.edu.627158.704
new file mode 100644
index 0000000000000000000000000000000000000000..fe34dd8ab5d777e4e8a39f49ae6e15f9b48076dc
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_0/events.out.tfevents.1762564170.auvsl-gpu-01.ise.illinois.edu.627158.704
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d4575bf8767af2fbe66bdbf103d7314f3d567acd36aac50df301c5daafccb8f
+size 30734
diff --git a/UCI_N4/ldlt-resnet/runs/plant-margin/fold_1/1762564195.4437122/events.out.tfevents.1762564195.auvsl-gpu-01.ise.illinois.edu.627158.707 b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_1/1762564195.4437122/events.out.tfevents.1762564195.auvsl-gpu-01.ise.illinois.edu.627158.707
new file mode 100644
index 0000000000000000000000000000000000000000..762c51d8335384a7e2fa93c99ebaf227156bc738
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_1/1762564195.4437122/events.out.tfevents.1762564195.auvsl-gpu-01.ise.illinois.edu.627158.707
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c09e54047d1da8aadc583864b2984b7da3fde8cd3e2bd3dabf9d44f5c79f241a
+size 1181
diff --git a/UCI_N4/ldlt-resnet/runs/plant-margin/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..15fae30516c126b0947db81dc60658759904a4bf
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f23de4034d25a595ecaac1573c1af0b0d3a5e389a30349fbd73aef5d0baa37f
+size 3166773
diff --git a/UCI_N4/ldlt-resnet/runs/plant-margin/fold_1/events.out.tfevents.1762564183.auvsl-gpu-01.ise.illinois.edu.627158.706 b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_1/events.out.tfevents.1762564183.auvsl-gpu-01.ise.illinois.edu.627158.706
new file mode 100644
index 0000000000000000000000000000000000000000..c59bdf887f5857f09b66a533fd58194658e4cc5c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_1/events.out.tfevents.1762564183.auvsl-gpu-01.ise.illinois.edu.627158.706
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d9a6702fabdd93e641d98a359bb8f926bcca7bc2ae3ddfa6cef8e67eeb7626b
+size 28442
diff --git a/UCI_N4/ldlt-resnet/runs/plant-margin/fold_2/1762564206.3153665/events.out.tfevents.1762564206.auvsl-gpu-01.ise.illinois.edu.627158.709 b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_2/1762564206.3153665/events.out.tfevents.1762564206.auvsl-gpu-01.ise.illinois.edu.627158.709
new file mode 100644
index 0000000000000000000000000000000000000000..ab00fa5b36a25fbfb00976a928f33117e510cb3b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_2/1762564206.3153665/events.out.tfevents.1762564206.auvsl-gpu-01.ise.illinois.edu.627158.709
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2cec28911ec755c6663b7c8da72347a38961710406c4725ee63770a9e465c395
+size 1181
diff --git a/UCI_N4/ldlt-resnet/runs/plant-margin/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ca1dc4e7b3a8a058a824310aa1aedb7059de1c87
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b954701be689608e111e8f3aa2dddbf1fac5d53b7661a482f7e92043e731cdcc
+size 3166773
diff --git a/UCI_N4/ldlt-resnet/runs/plant-margin/fold_2/events.out.tfevents.1762564195.auvsl-gpu-01.ise.illinois.edu.627158.708 b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_2/events.out.tfevents.1762564195.auvsl-gpu-01.ise.illinois.edu.627158.708
new file mode 100644
index 0000000000000000000000000000000000000000..153d58ff7f2c947d710b712f4b56af87c41ee3a7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_2/events.out.tfevents.1762564195.auvsl-gpu-01.ise.illinois.edu.627158.708
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e39161be4922f861681c1ab00141d0de07a65f02b4b8a6d91f01fc1b70d3948
+size 28442
diff --git a/UCI_N4/ldlt-resnet/runs/plant-margin/fold_3/1762564216.5586429/events.out.tfevents.1762564216.auvsl-gpu-01.ise.illinois.edu.627158.711 b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_3/1762564216.5586429/events.out.tfevents.1762564216.auvsl-gpu-01.ise.illinois.edu.627158.711
new file mode 100644
index 0000000000000000000000000000000000000000..9d074aa1da1f994e9ab6e83cf65b946a81e9b312
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_3/1762564216.5586429/events.out.tfevents.1762564216.auvsl-gpu-01.ise.illinois.edu.627158.711
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a91afa4c7834f4e040a2b1734baf05b3097a659a502c8520dc6b8aa1afccbc37
+size 1181
diff --git a/UCI_N4/ldlt-resnet/runs/plant-margin/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..62d174211e4b13fb762b13ddae35cf3e457033fd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d9c63c70bc7220914f0e21fa0c3e71bec4cd5539146424349f80f067c7d22ff
+size 3166773
diff --git a/UCI_N4/ldlt-resnet/runs/plant-margin/fold_3/events.out.tfevents.1762564206.auvsl-gpu-01.ise.illinois.edu.627158.710 b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_3/events.out.tfevents.1762564206.auvsl-gpu-01.ise.illinois.edu.627158.710
new file mode 100644
index 0000000000000000000000000000000000000000..2842135fbb5a69caf81f51f69f1daa27060ba4db
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-margin/fold_3/events.out.tfevents.1762564206.auvsl-gpu-01.ise.illinois.edu.627158.710
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6b5fb2b81cc507f90c97ce2a5ffb9477d77fd5d345b5c44f60f81ff2f935023
+size 23094
diff --git a/UCI_N4/ldlt-resnet/runs/plant-shape/fold_0/1762564189.9153688/events.out.tfevents.1762564189.auvsl-gpu-01.ise.illinois.edu.627157.777 b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_0/1762564189.9153688/events.out.tfevents.1762564189.auvsl-gpu-01.ise.illinois.edu.627157.777
new file mode 100644
index 0000000000000000000000000000000000000000..cf73f1a9c4a2de29a10fb67734b7072d3a955f1d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_0/1762564189.9153688/events.out.tfevents.1762564189.auvsl-gpu-01.ise.illinois.edu.627157.777
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67149fe2a298ada9c8ef717f668ec7647c3c519e50a66e22872f1c1af7ee4b19
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/plant-shape/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ba2cfb0d37cb9e1d0d2f0c25bdeeebf578fdcb2a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf91cb7e566aa27832ca568ad8adad01747dec4f7b564b62973bd7f88b4c398e
+size 3166773
diff --git a/UCI_N4/ldlt-resnet/runs/plant-shape/fold_0/events.out.tfevents.1762564174.auvsl-gpu-01.ise.illinois.edu.627157.776 b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_0/events.out.tfevents.1762564174.auvsl-gpu-01.ise.illinois.edu.627157.776
new file mode 100644
index 0000000000000000000000000000000000000000..9d57288a54cc75aa44a4bfbc701734679785c547
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_0/events.out.tfevents.1762564174.auvsl-gpu-01.ise.illinois.edu.627157.776
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e1b38c2aed72c35bbf2fdc3df3dc427c3e01be9a35e73353c200f166f249599
+size 38756
diff --git a/UCI_N4/ldlt-resnet/runs/plant-shape/fold_1/1762564203.7054505/events.out.tfevents.1762564203.auvsl-gpu-01.ise.illinois.edu.627157.779 b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_1/1762564203.7054505/events.out.tfevents.1762564203.auvsl-gpu-01.ise.illinois.edu.627157.779
new file mode 100644
index 0000000000000000000000000000000000000000..ec67d6ff0356d08bd6dc9cb947d1130c82c48e2e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_1/1762564203.7054505/events.out.tfevents.1762564203.auvsl-gpu-01.ise.illinois.edu.627157.779
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fca59d2f4af3a800de91773403d3f02bf50818e2c4e1cf311661aec2ffd6922f
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/plant-shape/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4d9d6c006afded7b1e85754c8e97a330e70381c8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30e435a34da272e49321f264f20ac985ebd638aa49ef39d66c0fe9cf338895b6
+size 3166773
diff --git a/UCI_N4/ldlt-resnet/runs/plant-shape/fold_1/events.out.tfevents.1762564190.auvsl-gpu-01.ise.illinois.edu.627157.778 b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_1/events.out.tfevents.1762564190.auvsl-gpu-01.ise.illinois.edu.627157.778
new file mode 100644
index 0000000000000000000000000000000000000000..a6601d020b53302eb44d8352d92d2e77bf81d9ba
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_1/events.out.tfevents.1762564190.auvsl-gpu-01.ise.illinois.edu.627157.778
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63948f84b417dbcf6b966e6d81f8b8c77415054e68177b48575958a5d815cd6a
+size 33790
diff --git a/UCI_N4/ldlt-resnet/runs/plant-shape/fold_2/1762564218.6839197/events.out.tfevents.1762564218.auvsl-gpu-01.ise.illinois.edu.627157.781 b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_2/1762564218.6839197/events.out.tfevents.1762564218.auvsl-gpu-01.ise.illinois.edu.627157.781
new file mode 100644
index 0000000000000000000000000000000000000000..71c5bec58ad91e1750872c36961e03e48539e669
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_2/1762564218.6839197/events.out.tfevents.1762564218.auvsl-gpu-01.ise.illinois.edu.627157.781
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a90e4f338671a9ab1566a52a529a9e6b30116105a2b4fe235c2cf4d26e8ae997
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/plant-shape/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7d4309d041b10f80319eabdab63ca5d21507d1b9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e55de6678edd174795db8136694872fc5e96a4651e81fdd9d05c5d03841e1dd2
+size 3166773
diff --git a/UCI_N4/ldlt-resnet/runs/plant-shape/fold_2/events.out.tfevents.1762564203.auvsl-gpu-01.ise.illinois.edu.627157.780 b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_2/events.out.tfevents.1762564203.auvsl-gpu-01.ise.illinois.edu.627157.780
new file mode 100644
index 0000000000000000000000000000000000000000..6e656fdf865e86b61ebc2cf716bf08220d07b74a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_2/events.out.tfevents.1762564203.auvsl-gpu-01.ise.illinois.edu.627157.780
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0dcc4bd68c47767a769a80cd4bb68de3fb548bc0f7576cbf28126d2bd76597e7
+size 34554
diff --git a/UCI_N4/ldlt-resnet/runs/plant-shape/fold_3/1762564230.22945/events.out.tfevents.1762564230.auvsl-gpu-01.ise.illinois.edu.627157.783 b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_3/1762564230.22945/events.out.tfevents.1762564230.auvsl-gpu-01.ise.illinois.edu.627157.783
new file mode 100644
index 0000000000000000000000000000000000000000..69b9235bc78ac78ab42ee7926866560e3026aebc
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_3/1762564230.22945/events.out.tfevents.1762564230.auvsl-gpu-01.ise.illinois.edu.627157.783
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30892c4ea73d6427374ba9da89d414383407477207566eda5164c810edf690e9
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/plant-shape/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b25b0f44eac97dc2a2292ac01b11456eadc3bfb8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b7b400cf675b835f5c0f9b077a17696effc048c32962ba790f1d881056194f6
+size 3166773
diff --git a/UCI_N4/ldlt-resnet/runs/plant-shape/fold_3/events.out.tfevents.1762564218.auvsl-gpu-01.ise.illinois.edu.627157.782 b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_3/events.out.tfevents.1762564218.auvsl-gpu-01.ise.illinois.edu.627157.782
new file mode 100644
index 0000000000000000000000000000000000000000..58312782c05f8877634e28ca8b06a09b749b99da
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-shape/fold_3/events.out.tfevents.1762564218.auvsl-gpu-01.ise.illinois.edu.627157.782
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99caa7c1a528ff3eb79b7b109e7eea1913d193aa40f91e1f0a1fa0ce77f76cb9
+size 28060
diff --git a/UCI_N4/ldlt-resnet/runs/plant-texture/fold_0/1762564231.4909956/events.out.tfevents.1762564231.auvsl-gpu-01.ise.illinois.edu.627158.713 b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_0/1762564231.4909956/events.out.tfevents.1762564231.auvsl-gpu-01.ise.illinois.edu.627158.713
new file mode 100644
index 0000000000000000000000000000000000000000..fd3935f15689bd64bfe6521409c2bf7bb8710960
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_0/1762564231.4909956/events.out.tfevents.1762564231.auvsl-gpu-01.ise.illinois.edu.627158.713
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3403019ab884d7c9c6e4edef1111e21b7f8bec5083f08fd3ab4eb7db813821b9
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/plant-texture/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ac16078da440a419834f92a3e066a7dffa818711
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4436e627c75a6e8599190c32a5e032b8b718356647f9d330431bb1025f81c1d
+size 3166773
diff --git a/UCI_N4/ldlt-resnet/runs/plant-texture/fold_0/events.out.tfevents.1762564216.auvsl-gpu-01.ise.illinois.edu.627158.712 b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_0/events.out.tfevents.1762564216.auvsl-gpu-01.ise.illinois.edu.627158.712
new file mode 100644
index 0000000000000000000000000000000000000000..bfe96aa562a1bbfeec5bb4a7ad574b92a9145cb0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_0/events.out.tfevents.1762564216.auvsl-gpu-01.ise.illinois.edu.627158.712
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:317b2dc13d3abe4d43d864b7f5eb9e201052456bd3c6c72033c6251dbc112ead
+size 37228
diff --git a/UCI_N4/ldlt-resnet/runs/plant-texture/fold_1/1762564239.8381128/events.out.tfevents.1762564239.auvsl-gpu-01.ise.illinois.edu.627158.715 b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_1/1762564239.8381128/events.out.tfevents.1762564239.auvsl-gpu-01.ise.illinois.edu.627158.715
new file mode 100644
index 0000000000000000000000000000000000000000..10edce794e5cab37125e8b71ac394c0d3ee5ac73
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_1/1762564239.8381128/events.out.tfevents.1762564239.auvsl-gpu-01.ise.illinois.edu.627158.715
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:38bf19c075bbc1dc8e57939d5c7844dd1acc44b30211eb86937fb77962dd296d
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/plant-texture/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..08a35781306fc969f4bb3be1cb5da4d65e18f1f0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:044150e410458531e9476c7df9664d2174c930295bdc276f15f86fd1f785046c
+size 3166773
diff --git a/UCI_N4/ldlt-resnet/runs/plant-texture/fold_1/events.out.tfevents.1762564231.auvsl-gpu-01.ise.illinois.edu.627158.714 b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_1/events.out.tfevents.1762564231.auvsl-gpu-01.ise.illinois.edu.627158.714
new file mode 100644
index 0000000000000000000000000000000000000000..110d91a08ddf1338dfd85ee5b770c04993696e8d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_1/events.out.tfevents.1762564231.auvsl-gpu-01.ise.illinois.edu.627158.714
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32e7702e0eab7f644041272b451d470f323fbce83460ec2737dbda252193748c
+size 21184
diff --git a/UCI_N4/ldlt-resnet/runs/plant-texture/fold_2/1762564252.9764974/events.out.tfevents.1762564252.auvsl-gpu-01.ise.illinois.edu.627158.717 b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_2/1762564252.9764974/events.out.tfevents.1762564252.auvsl-gpu-01.ise.illinois.edu.627158.717
new file mode 100644
index 0000000000000000000000000000000000000000..3b115fc28fb1f09d21581f9de82df003e5ef3cf5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_2/1762564252.9764974/events.out.tfevents.1762564252.auvsl-gpu-01.ise.illinois.edu.627158.717
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:69a82a7a04fd9d67ca1988d10d28cd116921ff60d0ca877b5e5957dec26fe47c
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/plant-texture/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a4e546c5f7b320ba3327279bc19b7078a7d38da7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e196370de572637316f603d0e853f87fab2e1127591ab0bc943b1875076dfbcb
+size 3166773
diff --git a/UCI_N4/ldlt-resnet/runs/plant-texture/fold_2/events.out.tfevents.1762564239.auvsl-gpu-01.ise.illinois.edu.627158.716 b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_2/events.out.tfevents.1762564239.auvsl-gpu-01.ise.illinois.edu.627158.716
new file mode 100644
index 0000000000000000000000000000000000000000..dcb763fd19f345a76c1e9b080edcc6f2c15ece84
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_2/events.out.tfevents.1762564239.auvsl-gpu-01.ise.illinois.edu.627158.716
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c41d6a646d9575d54a049f5daadb7146c4664184777eb6b418a2993bfa8aa724
+size 37610
diff --git a/UCI_N4/ldlt-resnet/runs/plant-texture/fold_3/1762564261.2556636/events.out.tfevents.1762564261.auvsl-gpu-01.ise.illinois.edu.627158.719 b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_3/1762564261.2556636/events.out.tfevents.1762564261.auvsl-gpu-01.ise.illinois.edu.627158.719
new file mode 100644
index 0000000000000000000000000000000000000000..4cb6085e30b7cae79e699441ae924ef19323c738
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_3/1762564261.2556636/events.out.tfevents.1762564261.auvsl-gpu-01.ise.illinois.edu.627158.719
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36a16209bad9c232cdce3ffd58c4e803108b5b2953763699970845458a51531e
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/plant-texture/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bbf8ae828a6a9b1004f6c5a3a3b8862752a53532
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:940863ed0fb160e3c510cf572cc42d1015720828f0f12545badd689670bee54c
+size 3166773
diff --git a/UCI_N4/ldlt-resnet/runs/plant-texture/fold_3/events.out.tfevents.1762564252.auvsl-gpu-01.ise.illinois.edu.627158.718 b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_3/events.out.tfevents.1762564252.auvsl-gpu-01.ise.illinois.edu.627158.718
new file mode 100644
index 0000000000000000000000000000000000000000..0d16f1163553421a21a91fbfde589ea8a4cdac7b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/plant-texture/fold_3/events.out.tfevents.1762564252.auvsl-gpu-01.ise.illinois.edu.627158.718
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ad3a474f0746d8c4304c2763ab9179021afd31fe745223715d71ab1e46fed77
+size 23476
diff --git a/UCI_N4/ldlt-resnet/runs/post-operative/fold_0/1762564231.2895653/events.out.tfevents.1762564231.auvsl-gpu-01.ise.illinois.edu.627157.785 b/UCI_N4/ldlt-resnet/runs/post-operative/fold_0/1762564231.2895653/events.out.tfevents.1762564231.auvsl-gpu-01.ise.illinois.edu.627157.785
new file mode 100644
index 0000000000000000000000000000000000000000..3b47c9bbf6c9c5c0b07932d0c1a357f4546756cf
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/post-operative/fold_0/1762564231.2895653/events.out.tfevents.1762564231.auvsl-gpu-01.ise.illinois.edu.627157.785
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfa1730e1a61e094b6fbf32e5125571c50d0859ae1c0b8e472b32a3ab4b8ebef
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/post-operative/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/post-operative/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..301eee1fd77d3575dc4986dbe12a187ac7ea49da
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/post-operative/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19ef721a4fbd41f02607dd177ab5ae2c80789338fd0ced853f3e312a8feac353
+size 60917
diff --git a/UCI_N4/ldlt-resnet/runs/post-operative/fold_0/events.out.tfevents.1762564230.auvsl-gpu-01.ise.illinois.edu.627157.784 b/UCI_N4/ldlt-resnet/runs/post-operative/fold_0/events.out.tfevents.1762564230.auvsl-gpu-01.ise.illinois.edu.627157.784
new file mode 100644
index 0000000000000000000000000000000000000000..8c388ec621bd7ca7359409142cc2d8f6a7c518cd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/post-operative/fold_0/events.out.tfevents.1762564230.auvsl-gpu-01.ise.illinois.edu.627157.784
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3bfb22a8aa6ccfb50fc22f841b0f7b100aef51fbfb28dbb4dae8f8a2b88e604d
+size 16218
diff --git a/UCI_N4/ldlt-resnet/runs/post-operative/fold_1/1762564232.7527492/events.out.tfevents.1762564232.auvsl-gpu-01.ise.illinois.edu.627157.787 b/UCI_N4/ldlt-resnet/runs/post-operative/fold_1/1762564232.7527492/events.out.tfevents.1762564232.auvsl-gpu-01.ise.illinois.edu.627157.787
new file mode 100644
index 0000000000000000000000000000000000000000..82f3abfc7443189fc30c53f644b56df568fb8fb8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/post-operative/fold_1/1762564232.7527492/events.out.tfevents.1762564232.auvsl-gpu-01.ise.illinois.edu.627157.787
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d976eb5fc15846ccc545b2435e37303188443d7b0796cda0752c199e34fd9d9
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/post-operative/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/post-operative/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..987b75bddf556093c53ef9b52a220296c137a5c6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/post-operative/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb4951285be73ef590716292d946bc43ce7fe6f4062e52ae6c8fcdfd352b0396
+size 60917
diff --git a/UCI_N4/ldlt-resnet/runs/post-operative/fold_1/events.out.tfevents.1762564231.auvsl-gpu-01.ise.illinois.edu.627157.786 b/UCI_N4/ldlt-resnet/runs/post-operative/fold_1/events.out.tfevents.1762564231.auvsl-gpu-01.ise.illinois.edu.627157.786
new file mode 100644
index 0000000000000000000000000000000000000000..cbf018ad626f890b49c20c7d6f356b21ba719f89
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/post-operative/fold_1/events.out.tfevents.1762564231.auvsl-gpu-01.ise.illinois.edu.627157.786
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f912428ddb63f2de23d71ceadd9f13112dcd6618b36ebec785f7a009b831e8e4
+size 15836
diff --git a/UCI_N4/ldlt-resnet/runs/post-operative/fold_2/1762564234.0313663/events.out.tfevents.1762564234.auvsl-gpu-01.ise.illinois.edu.627157.789 b/UCI_N4/ldlt-resnet/runs/post-operative/fold_2/1762564234.0313663/events.out.tfevents.1762564234.auvsl-gpu-01.ise.illinois.edu.627157.789
new file mode 100644
index 0000000000000000000000000000000000000000..4af78c1f1488e3232d26d2a396150db4e052d29a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/post-operative/fold_2/1762564234.0313663/events.out.tfevents.1762564234.auvsl-gpu-01.ise.illinois.edu.627157.789
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c66f0ecb06dedf2c983968269b7012c32e5d171c76d377d5bf6aabec9408e86d
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/post-operative/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/post-operative/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c26578bb52e266cc3e8caf872b8f32ac65805abe
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/post-operative/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bc320dfb25713f38ad2ab3f2f87832060d56bab168e5697e642424d3948e776
+size 60917
diff --git a/UCI_N4/ldlt-resnet/runs/post-operative/fold_2/events.out.tfevents.1762564232.auvsl-gpu-01.ise.illinois.edu.627157.788 b/UCI_N4/ldlt-resnet/runs/post-operative/fold_2/events.out.tfevents.1762564232.auvsl-gpu-01.ise.illinois.edu.627157.788
new file mode 100644
index 0000000000000000000000000000000000000000..1747db686a1b09537cb1cbac0296c64af611763e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/post-operative/fold_2/events.out.tfevents.1762564232.auvsl-gpu-01.ise.illinois.edu.627157.788
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bcf34a55062127595b094c0f5a2b4ca9686b5ba17b741e5b1e61ac637b169e06
+size 16218
diff --git a/UCI_N4/ldlt-resnet/runs/post-operative/fold_3/1762564235.0694926/events.out.tfevents.1762564235.auvsl-gpu-01.ise.illinois.edu.627157.791 b/UCI_N4/ldlt-resnet/runs/post-operative/fold_3/1762564235.0694926/events.out.tfevents.1762564235.auvsl-gpu-01.ise.illinois.edu.627157.791
new file mode 100644
index 0000000000000000000000000000000000000000..73cb2f6d4b275975692c7cc1517a97a77ab83470
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/post-operative/fold_3/1762564235.0694926/events.out.tfevents.1762564235.auvsl-gpu-01.ise.illinois.edu.627157.791
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db3ac1e1099118e0d0ce8118669aa454e72cbbb87db1bc06c83e04178a008af7
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/post-operative/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/post-operative/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d575b31ae7d1ccc5af9ae39ef108505ff82ff247
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/post-operative/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ac82b3fd5b91bada1d59f93eec8c1a2930b5c20bfae23a6c3a1cf63a1d0c0e5
+size 60917
diff --git a/UCI_N4/ldlt-resnet/runs/post-operative/fold_3/events.out.tfevents.1762564234.auvsl-gpu-01.ise.illinois.edu.627157.790 b/UCI_N4/ldlt-resnet/runs/post-operative/fold_3/events.out.tfevents.1762564234.auvsl-gpu-01.ise.illinois.edu.627157.790
new file mode 100644
index 0000000000000000000000000000000000000000..0650e0c266cd4ce5c9c97f331a0fe23f8ea53843
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/post-operative/fold_3/events.out.tfevents.1762564234.auvsl-gpu-01.ise.illinois.edu.627157.790
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ffa5b184b0924cf793205dd29c6a7307f3d428aa26089268773309d218ff8fc
+size 14689
diff --git a/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_1/events.out.tfevents.1762564238.auvsl-gpu-01.ise.illinois.edu.627157.794 b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_1/events.out.tfevents.1762564238.auvsl-gpu-01.ise.illinois.edu.627157.794
new file mode 100644
index 0000000000000000000000000000000000000000..e840b952ccff280f3ab4a8d9521513bce7d602de
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_1/events.out.tfevents.1762564238.auvsl-gpu-01.ise.illinois.edu.627157.794
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:515f0bb7a19053646ce22fad65dc8272fabfdd9d4196d17f7cb4770750b42230
+size 28060
diff --git a/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_2/1762564245.2336528/events.out.tfevents.1762564245.auvsl-gpu-01.ise.illinois.edu.627157.797 b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_2/1762564245.2336528/events.out.tfevents.1762564245.auvsl-gpu-01.ise.illinois.edu.627157.797
new file mode 100644
index 0000000000000000000000000000000000000000..e98a3c082eb438ab042df5be1b3f874a510aa62f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_2/1762564245.2336528/events.out.tfevents.1762564245.auvsl-gpu-01.ise.illinois.edu.627157.797
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b517ba6d71857895e726b3dd1bf775e75165385ca620befd2fcf944dddc5ea0
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1e0a40abf1019628843bc71f9761e376df0072b2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2096a06796166073873636f9151c4b20c1e697d7ac34c8ed801ce6573f30fc39
+size 208501
diff --git a/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_3/events.out.tfevents.1762564245.auvsl-gpu-01.ise.illinois.edu.627157.798 b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_3/events.out.tfevents.1762564245.auvsl-gpu-01.ise.illinois.edu.627157.798
new file mode 100644
index 0000000000000000000000000000000000000000..da685bab2bdcc590f557cafde25a35d0f99adc2f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/primary-tumor/fold_3/events.out.tfevents.1762564245.auvsl-gpu-01.ise.illinois.edu.627157.798
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0dcabe42a1238be51657cf5ac4e0dad583db720ccc5519a9811266044337a133
+size 21184
diff --git a/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_0/1762564575.3226247/events.out.tfevents.1762564575.auvsl-gpu-01.ise.illinois.edu.627155.633 b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_0/1762564575.3226247/events.out.tfevents.1762564575.auvsl-gpu-01.ise.illinois.edu.627155.633
new file mode 100644
index 0000000000000000000000000000000000000000..fe5479aff93bb2efa055e11ced5481d413633ca6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_0/1762564575.3226247/events.out.tfevents.1762564575.auvsl-gpu-01.ise.illinois.edu.627155.633
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2abfbdd62f254068fbaf4a98b420148d7ab7753731f33898bd83ba19db74c94
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_1/1762564582.0123348/events.out.tfevents.1762564582.auvsl-gpu-01.ise.illinois.edu.627155.635 b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_1/1762564582.0123348/events.out.tfevents.1762564582.auvsl-gpu-01.ise.illinois.edu.627155.635
new file mode 100644
index 0000000000000000000000000000000000000000..f33514e3acfce336165e4bdcd277905955b32478
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_1/1762564582.0123348/events.out.tfevents.1762564582.auvsl-gpu-01.ise.illinois.edu.627155.635
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c54e9c7a3d8770b10f98dd4ee34668a48c09eff0018f96864b1ef265630f0c2
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_1/events.out.tfevents.1762564575.auvsl-gpu-01.ise.illinois.edu.627155.634 b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_1/events.out.tfevents.1762564575.auvsl-gpu-01.ise.illinois.edu.627155.634
new file mode 100644
index 0000000000000000000000000000000000000000..be315882045f91a9190021023fec435b8c6ca6da
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_1/events.out.tfevents.1762564575.auvsl-gpu-01.ise.illinois.edu.627155.634
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2a3a91ff7e955c117f3d1c7c9f7bad3a855b9cccc14e011a15449d8df344b94
+size 38756
diff --git a/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_2/1762564588.870249/events.out.tfevents.1762564588.auvsl-gpu-01.ise.illinois.edu.627155.637 b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_2/1762564588.870249/events.out.tfevents.1762564588.auvsl-gpu-01.ise.illinois.edu.627155.637
new file mode 100644
index 0000000000000000000000000000000000000000..8316cbc15014113255e95f1efa3fcecbd9dcd06c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_2/1762564588.870249/events.out.tfevents.1762564588.auvsl-gpu-01.ise.illinois.edu.627155.637
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3cce78160aa36ea75dc0dffb8cda90712ab3992237db0ad79dd24e354c517d75
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_2/events.out.tfevents.1762564582.auvsl-gpu-01.ise.illinois.edu.627155.636 b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_2/events.out.tfevents.1762564582.auvsl-gpu-01.ise.illinois.edu.627155.636
new file mode 100644
index 0000000000000000000000000000000000000000..1a8942b54926e7bb0b483ee66b87fd3fa13ab3e0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_2/events.out.tfevents.1762564582.auvsl-gpu-01.ise.illinois.edu.627155.636
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cb225451529b2153096302b99b929b179631604f7ee1f6827f4cae7179cee20
+size 38756
diff --git a/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_3/1762564591.0536897/events.out.tfevents.1762564591.auvsl-gpu-01.ise.illinois.edu.627155.639 b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_3/1762564591.0536897/events.out.tfevents.1762564591.auvsl-gpu-01.ise.illinois.edu.627155.639
new file mode 100644
index 0000000000000000000000000000000000000000..bb662213e57b986287446a99b4f272783b614ce4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_3/1762564591.0536897/events.out.tfevents.1762564591.auvsl-gpu-01.ise.illinois.edu.627155.639
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7dc8f3e7c49d63a369f1e5f3c4c63e100d3f8c270f75bba107c5a6a441df250
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..40c53b0e2cf627a807b549b148c49c4880a243c3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71ba53e10acc8d439190ad199eb55b9b891c6d50bb6fbe3c435c87a0586dcafc
+size 61173
diff --git a/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_3/events.out.tfevents.1762564588.auvsl-gpu-01.ise.illinois.edu.627155.638 b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_3/events.out.tfevents.1762564588.auvsl-gpu-01.ise.illinois.edu.627155.638
new file mode 100644
index 0000000000000000000000000000000000000000..dc56e01df5483416ad85c43ceb282781a1bc7b74
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/tic-tac-toe/fold_3/events.out.tfevents.1762564588.auvsl-gpu-01.ise.illinois.edu.627155.638
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2af58a63d2abfd851cf92202b935cbef4120037d1c67ba4e7ed680d229b1dd04
+size 12779
diff --git a/UCI_N4/ldlt-resnet/runs/titanic/fold_0/1762564596.157744/events.out.tfevents.1762564596.auvsl-gpu-01.ise.illinois.edu.627155.641 b/UCI_N4/ldlt-resnet/runs/titanic/fold_0/1762564596.157744/events.out.tfevents.1762564596.auvsl-gpu-01.ise.illinois.edu.627155.641
new file mode 100644
index 0000000000000000000000000000000000000000..ababf9906f9fe5e86ba39d86dd1cd22f45defdb4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/titanic/fold_0/1762564596.157744/events.out.tfevents.1762564596.auvsl-gpu-01.ise.illinois.edu.627155.641
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:519e932fa9e327176cea1ee230edf776571bf501cf975640743302a08b76e413
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/titanic/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/titanic/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..33b92b36be886ef95c6ce8000026b170e3ef6305
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/titanic/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79a662169df5e7538fcf794ea8ab3f2bbee4c9640cc69d465c91f0228736d4dc
+size 58997
diff --git a/UCI_N4/ldlt-resnet/runs/titanic/fold_0/events.out.tfevents.1762564591.auvsl-gpu-01.ise.illinois.edu.627155.640 b/UCI_N4/ldlt-resnet/runs/titanic/fold_0/events.out.tfevents.1762564591.auvsl-gpu-01.ise.illinois.edu.627155.640
new file mode 100644
index 0000000000000000000000000000000000000000..ab4a0e839d0b9fe2ef26ae320a4d5be028fd1f90
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/titanic/fold_0/events.out.tfevents.1762564591.auvsl-gpu-01.ise.illinois.edu.627155.640
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b299e76f272768249250c5f1cd3dda5ddbbb34b8c5a3c156f45a3a1758ca6aa
+size 14307
diff --git a/UCI_N4/ldlt-resnet/runs/titanic/fold_1/1762564601.1020103/events.out.tfevents.1762564601.auvsl-gpu-01.ise.illinois.edu.627155.643 b/UCI_N4/ldlt-resnet/runs/titanic/fold_1/1762564601.1020103/events.out.tfevents.1762564601.auvsl-gpu-01.ise.illinois.edu.627155.643
new file mode 100644
index 0000000000000000000000000000000000000000..ca459d31bc1ff30c900b45b7de3958f3ba8023f6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/titanic/fold_1/1762564601.1020103/events.out.tfevents.1762564601.auvsl-gpu-01.ise.illinois.edu.627155.643
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a33fdf8f56c23f39fea5cd138886222d7136df043abddd6f5a4739ade864539d
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/titanic/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/titanic/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..76e080c00b0835ee0682d35ffa1d8d5b22f0f487
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/titanic/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64190958f2d4e7f3e679cc99d82ecab39508b1a0b49a1a6d5d0301b37b16b8c8
+size 58997
diff --git a/UCI_N4/ldlt-resnet/runs/titanic/fold_1/events.out.tfevents.1762564596.auvsl-gpu-01.ise.illinois.edu.627155.642 b/UCI_N4/ldlt-resnet/runs/titanic/fold_1/events.out.tfevents.1762564596.auvsl-gpu-01.ise.illinois.edu.627155.642
new file mode 100644
index 0000000000000000000000000000000000000000..79341270d2f83eab6f4157ea1f1bc708ec52eabb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/titanic/fold_1/events.out.tfevents.1762564596.auvsl-gpu-01.ise.illinois.edu.627155.642
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b95f091fcfd63a12d4ebb08b7b18bf4c6bb75cf80aeac746bd8681977b23ff0d
+size 14307
diff --git a/UCI_N4/ldlt-resnet/runs/titanic/fold_2/1762564605.465938/events.out.tfevents.1762564605.auvsl-gpu-01.ise.illinois.edu.627155.645 b/UCI_N4/ldlt-resnet/runs/titanic/fold_2/1762564605.465938/events.out.tfevents.1762564605.auvsl-gpu-01.ise.illinois.edu.627155.645
new file mode 100644
index 0000000000000000000000000000000000000000..e28479b53a9f02554e603d3386b10423000a868f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/titanic/fold_2/1762564605.465938/events.out.tfevents.1762564605.auvsl-gpu-01.ise.illinois.edu.627155.645
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57c342b4b29cff2d3eef14fb6b26e1c5105c607840b8e4b17c7243fbc0f51f6b
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/titanic/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/titanic/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..fc48b0dfc985788b65b9e6f48ee42f1f44f2ae53
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/titanic/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c8625098f357a8d202e9445519bbc316a59d1b5eb3c4fa8f3bbef858398b07a
+size 58997
diff --git a/UCI_N4/ldlt-resnet/runs/titanic/fold_2/events.out.tfevents.1762564601.auvsl-gpu-01.ise.illinois.edu.627155.644 b/UCI_N4/ldlt-resnet/runs/titanic/fold_2/events.out.tfevents.1762564601.auvsl-gpu-01.ise.illinois.edu.627155.644
new file mode 100644
index 0000000000000000000000000000000000000000..b5eebd7527384c2c90ac45ae501e341f62d5d82b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/titanic/fold_2/events.out.tfevents.1762564601.auvsl-gpu-01.ise.illinois.edu.627155.644
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91df5da45bfaf28fa0d5bb56a5dc007e12a22b475de3957aaba6302521af80f8
+size 12779
diff --git a/UCI_N4/ldlt-resnet/runs/titanic/fold_3/1762564609.6955278/events.out.tfevents.1762564609.auvsl-gpu-01.ise.illinois.edu.627155.647 b/UCI_N4/ldlt-resnet/runs/titanic/fold_3/1762564609.6955278/events.out.tfevents.1762564609.auvsl-gpu-01.ise.illinois.edu.627155.647
new file mode 100644
index 0000000000000000000000000000000000000000..d080cc9285857e686e305828d50f112b9a77857e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/titanic/fold_3/1762564609.6955278/events.out.tfevents.1762564609.auvsl-gpu-01.ise.illinois.edu.627155.647
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d755617dd7d9cec428e1a7ede3e013300de7e6466cee7bdd0e5852c1246de2c4
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/titanic/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/titanic/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..067668192c830ca36990805798dbff59cbd258ce
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/titanic/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ceaaae2de69a7b791954fb2df208d68232acf6028f1bc5436130b325ca19cabd
+size 58997
diff --git a/UCI_N4/ldlt-resnet/runs/titanic/fold_3/events.out.tfevents.1762564605.auvsl-gpu-01.ise.illinois.edu.627155.646 b/UCI_N4/ldlt-resnet/runs/titanic/fold_3/events.out.tfevents.1762564605.auvsl-gpu-01.ise.illinois.edu.627155.646
new file mode 100644
index 0000000000000000000000000000000000000000..edd3c9c3e7c8d00471feac1737835e6cf51ed311
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/titanic/fold_3/events.out.tfevents.1762564605.auvsl-gpu-01.ise.illinois.edu.627155.646
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:787de96a7f13cdca5a7cdccfb8acfe22ec64e94e08e864b6262ec1b64f76b13f
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/trains/fold_0/1762564610.4140792/events.out.tfevents.1762564610.auvsl-gpu-01.ise.illinois.edu.627155.649 b/UCI_N4/ldlt-resnet/runs/trains/fold_0/1762564610.4140792/events.out.tfevents.1762564610.auvsl-gpu-01.ise.illinois.edu.627155.649
new file mode 100644
index 0000000000000000000000000000000000000000..9f5a0e67827bba2b8fcc01d861e86469c1676dff
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/trains/fold_0/1762564610.4140792/events.out.tfevents.1762564610.auvsl-gpu-01.ise.illinois.edu.627155.649
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:835463a57f4ee5f986522deefa12b04c1f82ed952a593673c08e646fc63de2d4
+size 1175
diff --git a/UCI_N4/ldlt-resnet/runs/trains/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/trains/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..661e9ba26de0746c2880fbbdc3500056b9f04a02
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/trains/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92e760a1074c4e7b11ec43a9db3ff72f10f81f5de99b1eb810250f75fa42b501
+size 772725
diff --git a/UCI_N4/ldlt-resnet/runs/trains/fold_0/events.out.tfevents.1762564609.auvsl-gpu-01.ise.illinois.edu.627155.648 b/UCI_N4/ldlt-resnet/runs/trains/fold_0/events.out.tfevents.1762564609.auvsl-gpu-01.ise.illinois.edu.627155.648
new file mode 100644
index 0000000000000000000000000000000000000000..5064684ed1effc024cfe6caaf955c4d9387462a8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/trains/fold_0/events.out.tfevents.1762564609.auvsl-gpu-01.ise.illinois.edu.627155.648
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:775e09b0d8d8e7ccd856003880361064afe82cfd20a840947285963709beef98
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/trains/fold_1/1762564611.49683/events.out.tfevents.1762564611.auvsl-gpu-01.ise.illinois.edu.627155.651 b/UCI_N4/ldlt-resnet/runs/trains/fold_1/1762564611.49683/events.out.tfevents.1762564611.auvsl-gpu-01.ise.illinois.edu.627155.651
new file mode 100644
index 0000000000000000000000000000000000000000..58ac8b32090dee4c096f2bf81d7bb0f9748733aa
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/trains/fold_1/1762564611.49683/events.out.tfevents.1762564611.auvsl-gpu-01.ise.illinois.edu.627155.651
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:427845a92595bc8566c2b77ad8d12bfb093485eeccdaed539ea79bd6d21606fa
+size 1175
diff --git a/UCI_N4/ldlt-resnet/runs/trains/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/trains/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ae4ffccfd2bf97e2757caa4e86108274d4031fac
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/trains/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7f225878e614a29d86962c5424427b9b8af6ee5cb67cfb82ee47314c62a3266
+size 772725
diff --git a/UCI_N4/ldlt-resnet/runs/trains/fold_1/events.out.tfevents.1762564610.auvsl-gpu-01.ise.illinois.edu.627155.650 b/UCI_N4/ldlt-resnet/runs/trains/fold_1/events.out.tfevents.1762564610.auvsl-gpu-01.ise.illinois.edu.627155.650
new file mode 100644
index 0000000000000000000000000000000000000000..376be66c2bdf298d3431624fc2f151624030b9ad
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/trains/fold_1/events.out.tfevents.1762564610.auvsl-gpu-01.ise.illinois.edu.627155.650
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d59bef346d7b57598af3a741c13a09bb575a23d5d46e7b7eeb6021f888d6a067
+size 18892
diff --git a/UCI_N4/ldlt-resnet/runs/trains/fold_2/1762564612.20676/events.out.tfevents.1762564612.auvsl-gpu-01.ise.illinois.edu.627155.653 b/UCI_N4/ldlt-resnet/runs/trains/fold_2/1762564612.20676/events.out.tfevents.1762564612.auvsl-gpu-01.ise.illinois.edu.627155.653
new file mode 100644
index 0000000000000000000000000000000000000000..4419ba14e002f9fc1ba884275be4cc2afe818dc1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/trains/fold_2/1762564612.20676/events.out.tfevents.1762564612.auvsl-gpu-01.ise.illinois.edu.627155.653
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d2e58dec75633aa8b7f71ca27bcf3d3c19f5c986cafdc9d841567bcebcd57a3
+size 1175
diff --git a/UCI_N4/ldlt-resnet/runs/trains/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/trains/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a037ee7d377c816d7093c839d13f5763f3e4f330
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/trains/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68e86f125823951d391ae66c3e5257d363a8022f6169a2ffb10e52edfcca2593
+size 772725
diff --git a/UCI_N4/ldlt-resnet/runs/trains/fold_2/events.out.tfevents.1762564611.auvsl-gpu-01.ise.illinois.edu.627155.652 b/UCI_N4/ldlt-resnet/runs/trains/fold_2/events.out.tfevents.1762564611.auvsl-gpu-01.ise.illinois.edu.627155.652
new file mode 100644
index 0000000000000000000000000000000000000000..f66dd69b95a99b558e3de8562cee6008304e480b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/trains/fold_2/events.out.tfevents.1762564611.auvsl-gpu-01.ise.illinois.edu.627155.652
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9472ebb5c155010029dcf336242bcc1236118f2ee6a90d781cc643501a1022b3
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/trains/fold_3/1762564612.9201138/events.out.tfevents.1762564612.auvsl-gpu-01.ise.illinois.edu.627155.655 b/UCI_N4/ldlt-resnet/runs/trains/fold_3/1762564612.9201138/events.out.tfevents.1762564612.auvsl-gpu-01.ise.illinois.edu.627155.655
new file mode 100644
index 0000000000000000000000000000000000000000..aab1778e77247b70286bde115e6b869911ee56e6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/trains/fold_3/1762564612.9201138/events.out.tfevents.1762564612.auvsl-gpu-01.ise.illinois.edu.627155.655
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ca692f739010bd54cb30c1919e568edb5fc3b452ce92e58a404e4bfc654d144
+size 1175
diff --git a/UCI_N4/ldlt-resnet/runs/trains/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/trains/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..085eea5353d27b3ffbb8b96b18a959547281e370
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/trains/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abe45fdcd961141a40ad7967fed4873df93d905a65cf6abc66be3d18bc1b3885
+size 772725
diff --git a/UCI_N4/ldlt-resnet/runs/trains/fold_3/events.out.tfevents.1762564612.auvsl-gpu-01.ise.illinois.edu.627155.654 b/UCI_N4/ldlt-resnet/runs/trains/fold_3/events.out.tfevents.1762564612.auvsl-gpu-01.ise.illinois.edu.627155.654
new file mode 100644
index 0000000000000000000000000000000000000000..9173a12591b7e80f61d198c7575af8f8b17e04ed
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/trains/fold_3/events.out.tfevents.1762564612.auvsl-gpu-01.ise.illinois.edu.627155.654
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03e02c93895a30f5c008d02d6efccabec1f7b8f89bd7a8161b71be32e56e36a7
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/twonorm/fold_0/1762564627.6862993/events.out.tfevents.1762564627.auvsl-gpu-01.ise.illinois.edu.627155.657 b/UCI_N4/ldlt-resnet/runs/twonorm/fold_0/1762564627.6862993/events.out.tfevents.1762564627.auvsl-gpu-01.ise.illinois.edu.627155.657
new file mode 100644
index 0000000000000000000000000000000000000000..3df70c99890353858ca32e6ec1be9c4d4a54ce00
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/twonorm/fold_0/1762564627.6862993/events.out.tfevents.1762564627.auvsl-gpu-01.ise.illinois.edu.627155.657
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee33c26b00aa48fce9ad30bdefe93c66d4503d8588c95371fe707de7eba9934d
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/twonorm/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/twonorm/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3e2566cc11f2e0744b732e0b96d9d57f9de5c356
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/twonorm/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be20f2f7e7d926322a2840c624b3965b401a6f4237690c74b905bff0797d70ee
+size 207605
diff --git a/UCI_N4/ldlt-resnet/runs/twonorm/fold_0/events.out.tfevents.1762564612.auvsl-gpu-01.ise.illinois.edu.627155.656 b/UCI_N4/ldlt-resnet/runs/twonorm/fold_0/events.out.tfevents.1762564612.auvsl-gpu-01.ise.illinois.edu.627155.656
new file mode 100644
index 0000000000000000000000000000000000000000..a73b5b12424afb74c9ad01d08b446f0bd584a361
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/twonorm/fold_0/events.out.tfevents.1762564612.auvsl-gpu-01.ise.illinois.edu.627155.656
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77e24eaca29355bef86e9f857f2e45d996dcb6895ff03ee457f37841dcd6f03a
+size 13543
diff --git a/UCI_N4/ldlt-resnet/runs/twonorm/fold_1/1762564643.4963212/events.out.tfevents.1762564643.auvsl-gpu-01.ise.illinois.edu.627155.659 b/UCI_N4/ldlt-resnet/runs/twonorm/fold_1/1762564643.4963212/events.out.tfevents.1762564643.auvsl-gpu-01.ise.illinois.edu.627155.659
new file mode 100644
index 0000000000000000000000000000000000000000..65b8d9af4df99eb9e3232df481433e052772a1dd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/twonorm/fold_1/1762564643.4963212/events.out.tfevents.1762564643.auvsl-gpu-01.ise.illinois.edu.627155.659
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e81d92811045d1d983c19a89ba1c648f41e3592ca5c556299c49e0566f3bfb4
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/twonorm/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/twonorm/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..52e43dbe628fdf7272626371d13908a80b9015e2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/twonorm/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da907214b2f9396bbe63ffdce2c6d27bbf503c2d87c09419d00748e5048d52af
+size 207605
diff --git a/UCI_N4/ldlt-resnet/runs/twonorm/fold_1/events.out.tfevents.1762564627.auvsl-gpu-01.ise.illinois.edu.627155.658 b/UCI_N4/ldlt-resnet/runs/twonorm/fold_1/events.out.tfevents.1762564627.auvsl-gpu-01.ise.illinois.edu.627155.658
new file mode 100644
index 0000000000000000000000000000000000000000..82150f8922155f7a66134268e10cb0fdbfe08b67
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/twonorm/fold_1/events.out.tfevents.1762564627.auvsl-gpu-01.ise.illinois.edu.627155.658
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:125f1dda0f297bd39d675f07993e4038c9be87aabe4ef420353e2afc07cd8655
+size 14689
diff --git a/UCI_N4/ldlt-resnet/runs/twonorm/fold_2/1762564664.7793736/events.out.tfevents.1762564664.auvsl-gpu-01.ise.illinois.edu.627155.661 b/UCI_N4/ldlt-resnet/runs/twonorm/fold_2/1762564664.7793736/events.out.tfevents.1762564664.auvsl-gpu-01.ise.illinois.edu.627155.661
new file mode 100644
index 0000000000000000000000000000000000000000..e37477312b3c3e7f5622e475e542bc0cc2decb02
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/twonorm/fold_2/1762564664.7793736/events.out.tfevents.1762564664.auvsl-gpu-01.ise.illinois.edu.627155.661
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c81c6ced14c850e21b665767a031798e4b843fb2a85fa19d488fb2849734960
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/twonorm/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/twonorm/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3a93915ade1c2a6d6e4b5a8c682338c8e03dda0c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/twonorm/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48fc61f8dd637162b1af77261b26257f84517e76c4219646b408399715871080
+size 207605
diff --git a/UCI_N4/ldlt-resnet/runs/twonorm/fold_2/events.out.tfevents.1762564643.auvsl-gpu-01.ise.illinois.edu.627155.660 b/UCI_N4/ldlt-resnet/runs/twonorm/fold_2/events.out.tfevents.1762564643.auvsl-gpu-01.ise.illinois.edu.627155.660
new file mode 100644
index 0000000000000000000000000000000000000000..f740a81640aa41214d0f233ff8d762ed1c9532e5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/twonorm/fold_2/events.out.tfevents.1762564643.auvsl-gpu-01.ise.illinois.edu.627155.660
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d075f93cc55f772915924724a6fc394c388b49781eb8adf7fd3c437bb972adc3
+size 19274
diff --git a/UCI_N4/ldlt-resnet/runs/twonorm/fold_3/1762564679.688586/events.out.tfevents.1762564679.auvsl-gpu-01.ise.illinois.edu.627155.663 b/UCI_N4/ldlt-resnet/runs/twonorm/fold_3/1762564679.688586/events.out.tfevents.1762564679.auvsl-gpu-01.ise.illinois.edu.627155.663
new file mode 100644
index 0000000000000000000000000000000000000000..e81393aa862288aa2c5ae02be120dd043bd13013
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/twonorm/fold_3/1762564679.688586/events.out.tfevents.1762564679.auvsl-gpu-01.ise.illinois.edu.627155.663
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63b67754c98954bda46e5bec151ba10f7ac99d53ca87b76b12c7ae6b987d1ae6
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/twonorm/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/twonorm/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ab2f72a30c658715db4212abfffb23f084970533
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/twonorm/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb0d4b2885c7edf31a1f488961a076fe7a94983d25b8eeb212c0761a9343c182
+size 207605
diff --git a/UCI_N4/ldlt-resnet/runs/twonorm/fold_3/events.out.tfevents.1762564664.auvsl-gpu-01.ise.illinois.edu.627155.662 b/UCI_N4/ldlt-resnet/runs/twonorm/fold_3/events.out.tfevents.1762564664.auvsl-gpu-01.ise.illinois.edu.627155.662
new file mode 100644
index 0000000000000000000000000000000000000000..3d3b19d0f79444d7300dcae1f9e1241b6c7e92c4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/twonorm/fold_3/events.out.tfevents.1762564664.auvsl-gpu-01.ise.illinois.edu.627155.662
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a66a6e3fe6d4865d72308ce7937643063050282be223e40e38a45f4da135893
+size 13543
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_0/1762564680.8362012/events.out.tfevents.1762564680.auvsl-gpu-01.ise.illinois.edu.627155.665 b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_0/1762564680.8362012/events.out.tfevents.1762564680.auvsl-gpu-01.ise.illinois.edu.627155.665
new file mode 100644
index 0000000000000000000000000000000000000000..29880879aeaf364ac7be4ab0cff107b9d29a908f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_0/1762564680.8362012/events.out.tfevents.1762564680.auvsl-gpu-01.ise.illinois.edu.627155.665
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:916f4169b7cdb8449da9e4b2a8a0f1eac32d1bffb2ef2afdd7f37af37a059567
+size 1193
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..aef75a640bef54d069b8d9a46c0703c33a979be4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd5572aae3ea97892d38839511552904b010cc8d7e94a46ddb51348d27863d0f
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_0/events.out.tfevents.1762564679.auvsl-gpu-01.ise.illinois.edu.627155.664 b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_0/events.out.tfevents.1762564679.auvsl-gpu-01.ise.illinois.edu.627155.664
new file mode 100644
index 0000000000000000000000000000000000000000..76be7fb08aa12c12dc254ed7bbe57bf7b045fae1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_0/events.out.tfevents.1762564679.auvsl-gpu-01.ise.illinois.edu.627155.664
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a30505a59cef77414645fd39c20b20689924d1a46d93ea0cabc7912e460db001
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_1/1762564682.2900841/events.out.tfevents.1762564682.auvsl-gpu-01.ise.illinois.edu.627155.667 b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_1/1762564682.2900841/events.out.tfevents.1762564682.auvsl-gpu-01.ise.illinois.edu.627155.667
new file mode 100644
index 0000000000000000000000000000000000000000..76d73c4c23c0d0a8c9e7dcf2ad820301ff96acb7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_1/1762564682.2900841/events.out.tfevents.1762564682.auvsl-gpu-01.ise.illinois.edu.627155.667
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f166deb07d69992c91ffbc184c0c78644bf99ef4c57bfbf9c3800e208acbb2a4
+size 1193
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5844880ab77d4ba6c5160680dcde6e61250bddfd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bbca96b2d51f49a76f0396c13c569d172d9de397ac04d28b9b7ac7a195d6b875
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_1/events.out.tfevents.1762564680.auvsl-gpu-01.ise.illinois.edu.627155.666 b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_1/events.out.tfevents.1762564680.auvsl-gpu-01.ise.illinois.edu.627155.666
new file mode 100644
index 0000000000000000000000000000000000000000..2ae446a46d79a43f9905abdf891f2fe83bb5c009
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_1/events.out.tfevents.1762564680.auvsl-gpu-01.ise.illinois.edu.627155.666
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1b1003fa5b7a13f5de88f67f6d42fab7a8838292500dc380244d1a329f04501
+size 15453
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_2/1762564684.1227922/events.out.tfevents.1762564684.auvsl-gpu-01.ise.illinois.edu.627155.669 b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_2/1762564684.1227922/events.out.tfevents.1762564684.auvsl-gpu-01.ise.illinois.edu.627155.669
new file mode 100644
index 0000000000000000000000000000000000000000..8a3103dd7191eaff7c61feddc5d40165cf9c3d9e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_2/1762564684.1227922/events.out.tfevents.1762564684.auvsl-gpu-01.ise.illinois.edu.627155.669
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:66a10dee91adca9a7f60d52a8e0e6f9ca797996569bd23e79fcb86bb2255f286
+size 1193
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8b1cb224c16d66f370f7dfa44b6e3d3eacabd01e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6512317d194fd8293d0abba50401bfa7442ff92c28e33a08fd9ecacb2d938eea
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_2/events.out.tfevents.1762564682.auvsl-gpu-01.ise.illinois.edu.627155.668 b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_2/events.out.tfevents.1762564682.auvsl-gpu-01.ise.illinois.edu.627155.668
new file mode 100644
index 0000000000000000000000000000000000000000..a271805af2c32b7db924141ba60aa38c7ba300ed
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_2/events.out.tfevents.1762564682.auvsl-gpu-01.ise.illinois.edu.627155.668
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f35e4334a0b00fd1aa74f10091d478dd9ebe49ddd45b4e7ab0e2f3ef5b6210b
+size 18892
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_3/1762564685.2799542/events.out.tfevents.1762564685.auvsl-gpu-01.ise.illinois.edu.627155.671 b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_3/1762564685.2799542/events.out.tfevents.1762564685.auvsl-gpu-01.ise.illinois.edu.627155.671
new file mode 100644
index 0000000000000000000000000000000000000000..dcd45a232e47b8182e4e297bc651fef14b33a147
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_3/1762564685.2799542/events.out.tfevents.1762564685.auvsl-gpu-01.ise.illinois.edu.627155.671
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0152fe98547f4f5ef26fec6ca91ccf3fd12da99be55b52b228810b0cd7687c7
+size 1193
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..08d510be9041f0770e49952f97c5e68b919afdcc
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9185e1ef5303899becdf362ec081cca8e2c92ea15bac70f0fa2549e372cdc46f
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_3/events.out.tfevents.1762564684.auvsl-gpu-01.ise.illinois.edu.627155.670 b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_3/events.out.tfevents.1762564684.auvsl-gpu-01.ise.illinois.edu.627155.670
new file mode 100644
index 0000000000000000000000000000000000000000..51991e647b4707a37e77cc7ccaef3d80dcad9952
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-2clases/fold_3/events.out.tfevents.1762564684.auvsl-gpu-01.ise.illinois.edu.627155.670
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26efd714787131e3187a195d5892bbdb230c48cc0ce960b42804f550ec81b684
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_0/1762564687.1124058/events.out.tfevents.1762564687.auvsl-gpu-01.ise.illinois.edu.627155.673 b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_0/1762564687.1124058/events.out.tfevents.1762564687.auvsl-gpu-01.ise.illinois.edu.627155.673
new file mode 100644
index 0000000000000000000000000000000000000000..1ed4e5ea3ac146223ec2c966fa414dc9805449a8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_0/1762564687.1124058/events.out.tfevents.1762564687.auvsl-gpu-01.ise.illinois.edu.627155.673
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d936a7511d2b1d177034dd7ff2f4bbb8a97baf10d630282edb09f90e392ac89
+size 1193
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b2052229342c74ba95838532b3e7ec240141ced4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb2df249e2f51cefeb3b768e5229ff52bd112946ce4e92457058026885bd5e74
+size 60149
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_0/events.out.tfevents.1762564685.auvsl-gpu-01.ise.illinois.edu.627155.672 b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_0/events.out.tfevents.1762564685.auvsl-gpu-01.ise.illinois.edu.627155.672
new file mode 100644
index 0000000000000000000000000000000000000000..cf1a0315b01e7f8e266c330b23d5943de5d0b2ea
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_0/events.out.tfevents.1762564685.auvsl-gpu-01.ise.illinois.edu.627155.672
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c36d5ba867f78b7bd7956cd1cde69a113905f2d5d1afe222980a3a714c6b1fd9
+size 19274
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_1/1762564689.0453026/events.out.tfevents.1762564689.auvsl-gpu-01.ise.illinois.edu.627155.675 b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_1/1762564689.0453026/events.out.tfevents.1762564689.auvsl-gpu-01.ise.illinois.edu.627155.675
new file mode 100644
index 0000000000000000000000000000000000000000..b241f9168c8a5ee183a1ff9ad25893c70da4d1c4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_1/1762564689.0453026/events.out.tfevents.1762564689.auvsl-gpu-01.ise.illinois.edu.627155.675
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e978f9f640b79421b850f34ba9de062b5939e31d929072855a4499ab025971a
+size 1193
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a2756cfcdb296c10f7928010ba2cf5be130ca613
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:513a611386f75b95895cc6c5faa7363fe01b2defbd715d1641bcddf5e335a6ad
+size 60149
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_1/events.out.tfevents.1762564687.auvsl-gpu-01.ise.illinois.edu.627155.674 b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_1/events.out.tfevents.1762564687.auvsl-gpu-01.ise.illinois.edu.627155.674
new file mode 100644
index 0000000000000000000000000000000000000000..541b87a19435bd59ce598684683a8f3d1fff0fdb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_1/events.out.tfevents.1762564687.auvsl-gpu-01.ise.illinois.edu.627155.674
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f88be98af2490e0e6db908202507751d1e811f3687a06cfa8de41bdb02d6893
+size 20802
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_2/1762564691.0484426/events.out.tfevents.1762564691.auvsl-gpu-01.ise.illinois.edu.627155.677 b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_2/1762564691.0484426/events.out.tfevents.1762564691.auvsl-gpu-01.ise.illinois.edu.627155.677
new file mode 100644
index 0000000000000000000000000000000000000000..01e354cdabf39b92ea5c22608905a6fc7ca82648
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_2/1762564691.0484426/events.out.tfevents.1762564691.auvsl-gpu-01.ise.illinois.edu.627155.677
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2abc08c6bdf4f63efe3272288b4df032cd6370331483c78849a679bd1c00199
+size 1193
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..defde8f4f17d4d7a4590bf0ba5bbe082030e3889
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1905244c643f949d3b4b073dfe934e3d7125b6cf7d5d519040ba3f9d26cd5e91
+size 60149
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_2/events.out.tfevents.1762564689.auvsl-gpu-01.ise.illinois.edu.627155.676 b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_2/events.out.tfevents.1762564689.auvsl-gpu-01.ise.illinois.edu.627155.676
new file mode 100644
index 0000000000000000000000000000000000000000..e24464a0fd38a47a7c0476ea2d818a9f7d6968ef
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_2/events.out.tfevents.1762564689.auvsl-gpu-01.ise.illinois.edu.627155.676
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d36ca54252730699127bec88074e346c478480623028ba82357782380a5002e5
+size 21184
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_3/1762564694.2781053/events.out.tfevents.1762564694.auvsl-gpu-01.ise.illinois.edu.627155.679 b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_3/1762564694.2781053/events.out.tfevents.1762564694.auvsl-gpu-01.ise.illinois.edu.627155.679
new file mode 100644
index 0000000000000000000000000000000000000000..3ec01c0fc06ab18ead2a641b5a6c1ac41e205bd4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_3/1762564694.2781053/events.out.tfevents.1762564694.auvsl-gpu-01.ise.illinois.edu.627155.679
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8b482e20196d90e0f05d0a24aa18346767e0fd9d1d7b7fc8c93789cf473ee83
+size 1193
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d0ba2c2050ecd77647376eb9d6e68a04d03e8c72
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8e2b4051e5dcd84627cb8dde8949213a85136f301a4bccdff4d0d563bc2e4d1
+size 60149
diff --git a/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_3/events.out.tfevents.1762564691.auvsl-gpu-01.ise.illinois.edu.627155.678 b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_3/events.out.tfevents.1762564691.auvsl-gpu-01.ise.illinois.edu.627155.678
new file mode 100644
index 0000000000000000000000000000000000000000..b92f6330cea9cc4f860f412ef9a34aa258c6fab1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/vertebral-column-3clases/fold_3/events.out.tfevents.1762564691.auvsl-gpu-01.ise.illinois.edu.627155.678
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ca264512a2ed69a19021632e8682707453b13c1449eabe30a9531849bbf19b6
+size 34172
diff --git a/UCI_N4/ldlt-resnet/runs/wall-following/fold_0/1762564721.3327596/events.out.tfevents.1762564721.auvsl-gpu-01.ise.illinois.edu.627155.681 b/UCI_N4/ldlt-resnet/runs/wall-following/fold_0/1762564721.3327596/events.out.tfevents.1762564721.auvsl-gpu-01.ise.illinois.edu.627155.681
new file mode 100644
index 0000000000000000000000000000000000000000..0112a9097a9de6af6d88242dd77e56295f7a594f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wall-following/fold_0/1762564721.3327596/events.out.tfevents.1762564721.auvsl-gpu-01.ise.illinois.edu.627155.681
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5f8cb065cb98c8a54a2a63bd19e15a568ac67fb71b0f74fe657f6f31f758aaf
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/wall-following/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/wall-following/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..16c925b2989f6a7665b6433cddc76595ca1b6d2b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wall-following/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af252de5f333986774e849281895d04d6ca691ac386e4bf93aa6502d8de12dee
+size 211573
diff --git a/UCI_N4/ldlt-resnet/runs/wall-following/fold_0/events.out.tfevents.1762564694.auvsl-gpu-01.ise.illinois.edu.627155.680 b/UCI_N4/ldlt-resnet/runs/wall-following/fold_0/events.out.tfevents.1762564694.auvsl-gpu-01.ise.illinois.edu.627155.680
new file mode 100644
index 0000000000000000000000000000000000000000..c280d684f148ce0763aa6d00ec2826433b1c2507
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wall-following/fold_0/events.out.tfevents.1762564694.auvsl-gpu-01.ise.illinois.edu.627155.680
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ce02e9da5cfc4362784468cc0a2e9d4f9158ffd5eb3331a37901ae87aebc92f
+size 32262
diff --git a/UCI_N4/ldlt-resnet/runs/wall-following/fold_1/1762564747.6121356/events.out.tfevents.1762564747.auvsl-gpu-01.ise.illinois.edu.627155.683 b/UCI_N4/ldlt-resnet/runs/wall-following/fold_1/1762564747.6121356/events.out.tfevents.1762564747.auvsl-gpu-01.ise.illinois.edu.627155.683
new file mode 100644
index 0000000000000000000000000000000000000000..052922746b483eab4fa21282cfa3727bc76c47ea
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wall-following/fold_1/1762564747.6121356/events.out.tfevents.1762564747.auvsl-gpu-01.ise.illinois.edu.627155.683
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d37386f54d353e58f596940abce019ce56e5b0afc0f27e355dae2f6f9579d757
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/wall-following/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/wall-following/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..07bd00854599d802c1d82744c09859cfd2ad1519
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wall-following/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa878c7fdc4773491c29fbff83c33f46a7af52818f9c1aba794695ccf1d993d1
+size 211573
diff --git a/UCI_N4/ldlt-resnet/runs/wall-following/fold_1/events.out.tfevents.1762564721.auvsl-gpu-01.ise.illinois.edu.627155.682 b/UCI_N4/ldlt-resnet/runs/wall-following/fold_1/events.out.tfevents.1762564721.auvsl-gpu-01.ise.illinois.edu.627155.682
new file mode 100644
index 0000000000000000000000000000000000000000..0f85f850e6e04cb72950f74093a7beefbc5a5a1b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wall-following/fold_1/events.out.tfevents.1762564721.auvsl-gpu-01.ise.illinois.edu.627155.682
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:995ce5f6fc94fd6061a542984a346b6f6cef3fa682dc7ff033138a8e287d17e2
+size 31498
diff --git a/UCI_N4/ldlt-resnet/runs/wall-following/fold_2/1762564778.7161882/events.out.tfevents.1762564778.auvsl-gpu-01.ise.illinois.edu.627155.685 b/UCI_N4/ldlt-resnet/runs/wall-following/fold_2/1762564778.7161882/events.out.tfevents.1762564778.auvsl-gpu-01.ise.illinois.edu.627155.685
new file mode 100644
index 0000000000000000000000000000000000000000..6c6b05f38a46d41ca3eb4445c75f31c9eb7d2d40
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wall-following/fold_2/1762564778.7161882/events.out.tfevents.1762564778.auvsl-gpu-01.ise.illinois.edu.627155.685
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f9941f3ff5c2e3a45f8f36b809d4e98cf64f846c021332bb0dadf98f748252d
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/wall-following/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/wall-following/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4a3f3a6211833f53ccf6876f6fcf296a6a67d1d6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wall-following/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0917affbdb1052647ac30fddda269ffd42f1c080d30c0fcd00130032201d73a
+size 211573
diff --git a/UCI_N4/ldlt-resnet/runs/wall-following/fold_2/events.out.tfevents.1762564747.auvsl-gpu-01.ise.illinois.edu.627155.684 b/UCI_N4/ldlt-resnet/runs/wall-following/fold_2/events.out.tfevents.1762564747.auvsl-gpu-01.ise.illinois.edu.627155.684
new file mode 100644
index 0000000000000000000000000000000000000000..171769871d47ee290c7de338c84584c36f8f43f6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wall-following/fold_2/events.out.tfevents.1762564747.auvsl-gpu-01.ise.illinois.edu.627155.684
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02d933955820f52ee9e947bd710d333305d439c53eea04dda28c2962f87197c5
+size 36846
diff --git a/UCI_N4/ldlt-resnet/runs/wall-following/fold_3/1762564799.2011318/events.out.tfevents.1762564799.auvsl-gpu-01.ise.illinois.edu.627155.687 b/UCI_N4/ldlt-resnet/runs/wall-following/fold_3/1762564799.2011318/events.out.tfevents.1762564799.auvsl-gpu-01.ise.illinois.edu.627155.687
new file mode 100644
index 0000000000000000000000000000000000000000..8e96e4f39147b3bff6b7af9188ac7a0f5f15d282
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wall-following/fold_3/1762564799.2011318/events.out.tfevents.1762564799.auvsl-gpu-01.ise.illinois.edu.627155.687
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b49bdd7633b6b64ba645ed217045267822e6899a86ef042591cb77f6875a16af
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/wall-following/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/wall-following/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..68b05ff1aefa034b13a7ba545601620f387b102a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wall-following/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94c7aa72e8953651654065887ae04bf17e21891824060b54344e7dea4cc31124
+size 211573
diff --git a/UCI_N4/ldlt-resnet/runs/wall-following/fold_3/events.out.tfevents.1762564778.auvsl-gpu-01.ise.illinois.edu.627155.686 b/UCI_N4/ldlt-resnet/runs/wall-following/fold_3/events.out.tfevents.1762564778.auvsl-gpu-01.ise.illinois.edu.627155.686
new file mode 100644
index 0000000000000000000000000000000000000000..e801bd0608f143b36259191b9392385250d006db
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wall-following/fold_3/events.out.tfevents.1762564778.auvsl-gpu-01.ise.illinois.edu.627155.686
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50c0678954df1433963a757d1d5255f0819b0a7e7edc77e2e3ed5bcb4762a24e
+size 24240
diff --git a/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_0/1762564771.3091385/events.out.tfevents.1762564771.auvsl-gpu-01.ise.illinois.edu.627158.833 b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_0/1762564771.3091385/events.out.tfevents.1762564771.auvsl-gpu-01.ise.illinois.edu.627158.833
new file mode 100644
index 0000000000000000000000000000000000000000..e3d7c193c2c9ff87cc88bc738c49146394fc715c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_0/1762564771.3091385/events.out.tfevents.1762564771.auvsl-gpu-01.ise.illinois.edu.627158.833
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f5ea2ebb4522e34285b51bd657456dd771832f871b20e2fc8238ecb87073c42
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d39cc7410165b04738d0ab649a31ccc2bd8bb302
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6be8065701634ed987e3ca6a0e20f2f011f63b1fe6ac1d48f243b4a49d77e22
+size 790645
diff --git a/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_0/events.out.tfevents.1762564759.auvsl-gpu-01.ise.illinois.edu.627158.832 b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_0/events.out.tfevents.1762564759.auvsl-gpu-01.ise.illinois.edu.627158.832
new file mode 100644
index 0000000000000000000000000000000000000000..bcce5482b8446f404cbcc2d762ba8e3d75315b3c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_0/events.out.tfevents.1762564759.auvsl-gpu-01.ise.illinois.edu.627158.832
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65ae8a92dde8ad579b8c2fb030ae09e9705834886718b8f14eea4e6858852013
+size 15836
diff --git a/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_1/1762564784.3165915/events.out.tfevents.1762564784.auvsl-gpu-01.ise.illinois.edu.627158.835 b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_1/1762564784.3165915/events.out.tfevents.1762564784.auvsl-gpu-01.ise.illinois.edu.627158.835
new file mode 100644
index 0000000000000000000000000000000000000000..ed85560ff5a140f595ccc8368642585318ab9854
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_1/1762564784.3165915/events.out.tfevents.1762564784.auvsl-gpu-01.ise.illinois.edu.627158.835
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:829f33ac3c895596239b227a88e90f0bd1ae5542cc3a4a7580acb0a33160d42b
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ded6b195eddae571b2af3e247a13427740a5f802
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72be4309f911e3b1d290104a558a448768d64c5749869d03b9e56ff7554b29a2
+size 790645
diff --git a/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_1/events.out.tfevents.1762564771.auvsl-gpu-01.ise.illinois.edu.627158.834 b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_1/events.out.tfevents.1762564771.auvsl-gpu-01.ise.illinois.edu.627158.834
new file mode 100644
index 0000000000000000000000000000000000000000..8e3fac1132d999500b6e2edcdf44448e0a967568
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_1/events.out.tfevents.1762564771.auvsl-gpu-01.ise.illinois.edu.627158.834
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9bb0917ed5ae444b0bae040ca9609c244340c4c10a286d29cd94fbaed6eaecbb
+size 15453
diff --git a/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_2/1762564796.9998407/events.out.tfevents.1762564796.auvsl-gpu-01.ise.illinois.edu.627158.837 b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_2/1762564796.9998407/events.out.tfevents.1762564796.auvsl-gpu-01.ise.illinois.edu.627158.837
new file mode 100644
index 0000000000000000000000000000000000000000..e8ac061589487a0277a97190aac9290f3ef1719b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_2/1762564796.9998407/events.out.tfevents.1762564796.auvsl-gpu-01.ise.illinois.edu.627158.837
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0f995aaf1ebf23509acebf152e24f538a4dc3d75822c290f173f27eb1449388
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..85011db5d9e2a4dacd11d20eec7c8d57a3cb4f87
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d0be7cc5fb384bbad6892810e980863d922a7eb84eb53472525790d65403cc5
+size 790645
diff --git a/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_2/events.out.tfevents.1762564784.auvsl-gpu-01.ise.illinois.edu.627158.836 b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_2/events.out.tfevents.1762564784.auvsl-gpu-01.ise.illinois.edu.627158.836
new file mode 100644
index 0000000000000000000000000000000000000000..c27be36ab2cb50f227d49edacfb2d6aae6f8669e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_2/events.out.tfevents.1762564784.auvsl-gpu-01.ise.illinois.edu.627158.836
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:071b62b8f3c9a3692e21b050b57a49d5c02985fdeb6aa141e7af32eb86b64028
+size 16600
diff --git a/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_3/1762564813.4677284/events.out.tfevents.1762564813.auvsl-gpu-01.ise.illinois.edu.627158.839 b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_3/1762564813.4677284/events.out.tfevents.1762564813.auvsl-gpu-01.ise.illinois.edu.627158.839
new file mode 100644
index 0000000000000000000000000000000000000000..50a0f3e2ac9406a7acebfe8a361fd1fb7f61241c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_3/1762564813.4677284/events.out.tfevents.1762564813.auvsl-gpu-01.ise.illinois.edu.627158.839
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:143ab85677021920c23197247e9d42f63809ada05071a96878462f598e79374f
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e15fee9d275e4619716970000a2d1148a4cc8171
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1081931b9f52e503fbee17eb706c5e1df89f72fdf42394727714168d87119f87
+size 790645
diff --git a/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_3/events.out.tfevents.1762564797.auvsl-gpu-01.ise.illinois.edu.627158.838 b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_3/events.out.tfevents.1762564797.auvsl-gpu-01.ise.illinois.edu.627158.838
new file mode 100644
index 0000000000000000000000000000000000000000..6cc2d54487e2c26798d7faf8f3e3d32c6eb8154e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform-noise/fold_3/events.out.tfevents.1762564797.auvsl-gpu-01.ise.illinois.edu.627158.838
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2393a6a61519f71c90c49ad410628be390d27f37d778f9b8c7d3ee9bf2064145
+size 20802
diff --git a/UCI_N4/ldlt-resnet/runs/waveform/fold_0/1762564717.244717/events.out.tfevents.1762564717.auvsl-gpu-01.ise.illinois.edu.627158.825 b/UCI_N4/ldlt-resnet/runs/waveform/fold_0/1762564717.244717/events.out.tfevents.1762564717.auvsl-gpu-01.ise.illinois.edu.627158.825
new file mode 100644
index 0000000000000000000000000000000000000000..44e2de75285d23dd99f2b5cfc85fae68ae52c3fd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform/fold_0/1762564717.244717/events.out.tfevents.1762564717.auvsl-gpu-01.ise.illinois.edu.627158.825
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f4867a923b34d4e523a53b46bc3fecb6443ceef443b6bfe39ead766f62f6ee1
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/waveform/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/waveform/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..eef3852fe77e4dc093c6956d01a0e4d7b44f3b38
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6d6ce329ae77b95d8015c44026a1b67a56fe2ae5ab1485a61e9654eb2fa0090
+size 208629
diff --git a/UCI_N4/ldlt-resnet/runs/waveform/fold_0/events.out.tfevents.1762564703.auvsl-gpu-01.ise.illinois.edu.627158.824 b/UCI_N4/ldlt-resnet/runs/waveform/fold_0/events.out.tfevents.1762564703.auvsl-gpu-01.ise.illinois.edu.627158.824
new file mode 100644
index 0000000000000000000000000000000000000000..cf4c856bfc68cdf7dea8e77395cedff9c246c142
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform/fold_0/events.out.tfevents.1762564703.auvsl-gpu-01.ise.illinois.edu.627158.824
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e3c5a6b75a4dc0194ad717378ce56e595e59c933c49496029e5bf8ef552dec2
+size 17364
diff --git a/UCI_N4/ldlt-resnet/runs/waveform/fold_1/1762564729.3864226/events.out.tfevents.1762564729.auvsl-gpu-01.ise.illinois.edu.627158.827 b/UCI_N4/ldlt-resnet/runs/waveform/fold_1/1762564729.3864226/events.out.tfevents.1762564729.auvsl-gpu-01.ise.illinois.edu.627158.827
new file mode 100644
index 0000000000000000000000000000000000000000..c5f2c5a269ee0459ccf206aa098cae901818bbd6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform/fold_1/1762564729.3864226/events.out.tfevents.1762564729.auvsl-gpu-01.ise.illinois.edu.627158.827
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3d9721dd4718739b63cf5d110ce0cc4f94ed9276036c1f8430bb19f74ce3e545
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/waveform/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/waveform/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b58ff4e6c4733dd0308f8cd1b899e25ffe6eb9bd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27163fd7b6c910d94f3eddd7fdfc32803fd6642be22ad43d96a9bc2d334cd8a5
+size 208629
diff --git a/UCI_N4/ldlt-resnet/runs/waveform/fold_1/events.out.tfevents.1762564717.auvsl-gpu-01.ise.illinois.edu.627158.826 b/UCI_N4/ldlt-resnet/runs/waveform/fold_1/events.out.tfevents.1762564717.auvsl-gpu-01.ise.illinois.edu.627158.826
new file mode 100644
index 0000000000000000000000000000000000000000..9cebdc27a79de373b2d218bba10ca7d48990f512
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform/fold_1/events.out.tfevents.1762564717.auvsl-gpu-01.ise.illinois.edu.627158.826
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6c2a6b1b84d4ca685c31aa03bba795f4a92c612d2d3e832849c0a3300d9979e
+size 16218
diff --git a/UCI_N4/ldlt-resnet/runs/waveform/fold_2/1762564742.8786416/events.out.tfevents.1762564742.auvsl-gpu-01.ise.illinois.edu.627158.829 b/UCI_N4/ldlt-resnet/runs/waveform/fold_2/1762564742.8786416/events.out.tfevents.1762564742.auvsl-gpu-01.ise.illinois.edu.627158.829
new file mode 100644
index 0000000000000000000000000000000000000000..47181a78d61ed0fe60333f86842af6549ade6cad
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform/fold_2/1762564742.8786416/events.out.tfevents.1762564742.auvsl-gpu-01.ise.illinois.edu.627158.829
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6603982fc549cdcb6fdb591c539db20f428c2f02687c9000ae271134e4c662b
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/waveform/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/waveform/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..209511797f4ff780ab59644cecde5d6af5e1c437
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:037deb9020b9ba76720cb6328a2cbffd07e5cf2da070a65fe4e97a284abb678f
+size 208629
diff --git a/UCI_N4/ldlt-resnet/runs/waveform/fold_2/events.out.tfevents.1762564729.auvsl-gpu-01.ise.illinois.edu.627158.828 b/UCI_N4/ldlt-resnet/runs/waveform/fold_2/events.out.tfevents.1762564729.auvsl-gpu-01.ise.illinois.edu.627158.828
new file mode 100644
index 0000000000000000000000000000000000000000..4d02e2adf9189cf650768f4406f12e7fe691e757
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform/fold_2/events.out.tfevents.1762564729.auvsl-gpu-01.ise.illinois.edu.627158.828
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc49a45dbca32365995187473b3a214931dd13711bb48c02a2864a3c36f32ea9
+size 18128
diff --git a/UCI_N4/ldlt-resnet/runs/waveform/fold_3/1762564759.077168/events.out.tfevents.1762564759.auvsl-gpu-01.ise.illinois.edu.627158.831 b/UCI_N4/ldlt-resnet/runs/waveform/fold_3/1762564759.077168/events.out.tfevents.1762564759.auvsl-gpu-01.ise.illinois.edu.627158.831
new file mode 100644
index 0000000000000000000000000000000000000000..1e8adfc654bee2dd541103b29ee70fd549439cc1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform/fold_3/1762564759.077168/events.out.tfevents.1762564759.auvsl-gpu-01.ise.illinois.edu.627158.831
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0cb2a510bc08407baad6fe4740bdd9846853afbfbfb1a69e6070dfe2f9ace12
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/waveform/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/waveform/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0c8e562ee265857b4c2c13188f446b245535b9b5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86829440561b6d9bf6a259f110004163f3ace2ea31ec9655d4516ea8aa1691ab
+size 208629
diff --git a/UCI_N4/ldlt-resnet/runs/waveform/fold_3/events.out.tfevents.1762564742.auvsl-gpu-01.ise.illinois.edu.627158.830 b/UCI_N4/ldlt-resnet/runs/waveform/fold_3/events.out.tfevents.1762564742.auvsl-gpu-01.ise.illinois.edu.627158.830
new file mode 100644
index 0000000000000000000000000000000000000000..565c034d55bd185b4a1a79597c99690d02a7815b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/waveform/fold_3/events.out.tfevents.1762564742.auvsl-gpu-01.ise.illinois.edu.627158.830
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e53a1229f25440a45c88d45894ac81a983bc1f497cc391ba4d3c2f5e0e65d97c
+size 21566
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_0/1762564815.9434752/events.out.tfevents.1762564815.auvsl-gpu-01.ise.illinois.edu.627155.697 b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_0/1762564815.9434752/events.out.tfevents.1762564815.auvsl-gpu-01.ise.illinois.edu.627155.697
new file mode 100644
index 0000000000000000000000000000000000000000..45d04a56da8e1adb093c375d1e64635d07807233
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_0/1762564815.9434752/events.out.tfevents.1762564815.auvsl-gpu-01.ise.illinois.edu.627155.697
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc385002019a8f5d482047b8cfe48418ce4e28c50cede664df26013f22af6712
+size 1185
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..becd52e9298dc1b5ea8c58d26c73912c25c7a59b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54f9305f58d5a3925b55263ec6e83339db598fa5601cb59f9c359b12b80d5d91
+size 62453
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_0/events.out.tfevents.1762564805.auvsl-gpu-01.ise.illinois.edu.627155.696 b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_0/events.out.tfevents.1762564805.auvsl-gpu-01.ise.illinois.edu.627155.696
new file mode 100644
index 0000000000000000000000000000000000000000..f695f58411042da30c2a6b61bb49c714d910566b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_0/events.out.tfevents.1762564805.auvsl-gpu-01.ise.illinois.edu.627155.696
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d58935fdc6ebb9f8f8bcbb5171371f664d6b7eb116ec840ab05af7964d25620d
+size 36464
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_1/1762564826.1304004/events.out.tfevents.1762564826.auvsl-gpu-01.ise.illinois.edu.627155.699 b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_1/1762564826.1304004/events.out.tfevents.1762564826.auvsl-gpu-01.ise.illinois.edu.627155.699
new file mode 100644
index 0000000000000000000000000000000000000000..64e0dd1bc1a7eb5ba417afe0a4d48cb6e74e5e1e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_1/1762564826.1304004/events.out.tfevents.1762564826.auvsl-gpu-01.ise.illinois.edu.627155.699
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:142b31920384c8230bdebefb7f89f3249bf32ff859918dc606d8733e4946965e
+size 1185
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a8ee765ec68d85f326646473b29f033afa085f9f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c2bc6d0b3109dc0b0d9a35322e9ad204ea24f3b6eef1df9c1ea7b83e1936b42
+size 62453
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_1/events.out.tfevents.1762564815.auvsl-gpu-01.ise.illinois.edu.627155.698 b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_1/events.out.tfevents.1762564815.auvsl-gpu-01.ise.illinois.edu.627155.698
new file mode 100644
index 0000000000000000000000000000000000000000..dbeee5675d26fb3ab1c929c40ea97e9ff735cbb9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_1/events.out.tfevents.1762564815.auvsl-gpu-01.ise.illinois.edu.627155.698
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87e10a23de394b86cfa1bde688700a12f62bf812e10d6dff37132040f3eed364
+size 37228
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_2/1762564833.8832164/events.out.tfevents.1762564833.auvsl-gpu-01.ise.illinois.edu.627155.701 b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_2/1762564833.8832164/events.out.tfevents.1762564833.auvsl-gpu-01.ise.illinois.edu.627155.701
new file mode 100644
index 0000000000000000000000000000000000000000..5de797c1529c4fed33e80bbcbfcbf0d70d049632
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_2/1762564833.8832164/events.out.tfevents.1762564833.auvsl-gpu-01.ise.illinois.edu.627155.701
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6098c90180dfbf9fcebf71108ad2ccaeeabf5898f035f450b1c21d66933cb43a
+size 1185
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5d2a305aa7c10e5ef985af2f69e273c6ca186681
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:714c639bb28095d583ab434e4c3b3c014d87e013fce323e6b9345d209bd0321a
+size 62453
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_2/events.out.tfevents.1762564826.auvsl-gpu-01.ise.illinois.edu.627155.700 b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_2/events.out.tfevents.1762564826.auvsl-gpu-01.ise.illinois.edu.627155.700
new file mode 100644
index 0000000000000000000000000000000000000000..1bf7c5f2fa68706fcabbff21dd862ab913a19853
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_2/events.out.tfevents.1762564826.auvsl-gpu-01.ise.illinois.edu.627155.700
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f345ee74942754d3e663d1db50c129c1950ad3df8844970ea4b0485e3900b9bc
+size 28060
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_3/1762564844.8250813/events.out.tfevents.1762564844.auvsl-gpu-01.ise.illinois.edu.627155.703 b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_3/1762564844.8250813/events.out.tfevents.1762564844.auvsl-gpu-01.ise.illinois.edu.627155.703
new file mode 100644
index 0000000000000000000000000000000000000000..0f8b5b319eafe3862246a5947ec9c86c42c8bbb8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_3/1762564844.8250813/events.out.tfevents.1762564844.auvsl-gpu-01.ise.illinois.edu.627155.703
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:205993549e56fa80b5e254111a9571602748883388800d0b11422b54476e9480
+size 1185
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c035dd23b44755e35dc728c6f13a7e83052c94b2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e75b0cddbf288f1458e784a4ac59791860a2318b382a0985afda7e2b5be03b75
+size 62453
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_3/events.out.tfevents.1762564833.auvsl-gpu-01.ise.illinois.edu.627155.702 b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_3/events.out.tfevents.1762564833.auvsl-gpu-01.ise.illinois.edu.627155.702
new file mode 100644
index 0000000000000000000000000000000000000000..a507487b8d26dd87eb12ffa11a896b121147bdc7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-red/fold_3/events.out.tfevents.1762564833.auvsl-gpu-01.ise.illinois.edu.627155.702
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6172b679b3570f8eca3bc11a7a3c7842d73fd2ea167745e42b6bccae9b45d8d
+size 38756
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_0/1762564837.5717845/events.out.tfevents.1762564837.auvsl-gpu-01.ise.illinois.edu.627158.841 b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_0/1762564837.5717845/events.out.tfevents.1762564837.auvsl-gpu-01.ise.illinois.edu.627158.841
new file mode 100644
index 0000000000000000000000000000000000000000..7230f0207e7bef4838526d4e845028061cc675c1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_0/1762564837.5717845/events.out.tfevents.1762564837.auvsl-gpu-01.ise.illinois.edu.627158.841
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48d02bc64bfda39dc90630c51505b7dbcba60bf7b7126ddd0fac0f4d4e4d9d92
+size 1187
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ead7f6c768b1ba4f5dd66b973ef73f6b3e540ea1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe6e1a8134fd3aba6976f4cccd960f5fea2f2608b6a623027bed9bb83754e58f
+size 62581
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_0/events.out.tfevents.1762564813.auvsl-gpu-01.ise.illinois.edu.627158.840 b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_0/events.out.tfevents.1762564813.auvsl-gpu-01.ise.illinois.edu.627158.840
new file mode 100644
index 0000000000000000000000000000000000000000..675f6437ec21cf9ac4dffe62f702f27a37ea188b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_0/events.out.tfevents.1762564813.auvsl-gpu-01.ise.illinois.edu.627158.840
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04e5159b8f7ca85a98abdf952c592fea5b260e5cc4ac6b312d6d677f3df09ed1
+size 30352
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_1/1762564852.528605/events.out.tfevents.1762564852.auvsl-gpu-01.ise.illinois.edu.627158.843 b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_1/1762564852.528605/events.out.tfevents.1762564852.auvsl-gpu-01.ise.illinois.edu.627158.843
new file mode 100644
index 0000000000000000000000000000000000000000..6202887df75c3a88779c260774e4804567998b1f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_1/1762564852.528605/events.out.tfevents.1762564852.auvsl-gpu-01.ise.illinois.edu.627158.843
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50aa2a57fabe5f3159070b9246370547d453c98cfd40eecaab1a15abbcbcad24
+size 1187
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d60baadb42b7a2e80ac8b32e97a1d907300396db
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08232dfaa0c025fb03a32f9178a8125585efa6ca793a5785d5dcbb02d0c5df8c
+size 62581
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_1/events.out.tfevents.1762564837.auvsl-gpu-01.ise.illinois.edu.627158.842 b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_1/events.out.tfevents.1762564837.auvsl-gpu-01.ise.illinois.edu.627158.842
new file mode 100644
index 0000000000000000000000000000000000000000..8a9f828f8bf43b66cdafa465fd281a0c670141d1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_1/events.out.tfevents.1762564837.auvsl-gpu-01.ise.illinois.edu.627158.842
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2c94aebbc03ae3b29c2d061109c5af756d6e8bff1483bbeda9f85b4ce56b5e9
+size 19274
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_2/1762564867.172804/events.out.tfevents.1762564867.auvsl-gpu-01.ise.illinois.edu.627158.845 b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_2/1762564867.172804/events.out.tfevents.1762564867.auvsl-gpu-01.ise.illinois.edu.627158.845
new file mode 100644
index 0000000000000000000000000000000000000000..128a6c3da4a08962ded142d7d334e1a288daef23
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_2/1762564867.172804/events.out.tfevents.1762564867.auvsl-gpu-01.ise.illinois.edu.627158.845
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6720b02a5f5304d15b28564d9002cfb7e7f833817826a374f970e69d582131e
+size 1187
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..fd31f945620352b9a55a3e5c57beebf872c1ae0f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e785b81d74e8f6026ce1ea0182316508adcb26b0cfce9f983a8ea1f7272f0b42
+size 62581
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_2/events.out.tfevents.1762564852.auvsl-gpu-01.ise.illinois.edu.627158.844 b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_2/events.out.tfevents.1762564852.auvsl-gpu-01.ise.illinois.edu.627158.844
new file mode 100644
index 0000000000000000000000000000000000000000..ee0e6c91429818f10cb2a3a66c4da7a4b53d4391
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_2/events.out.tfevents.1762564852.auvsl-gpu-01.ise.illinois.edu.627158.844
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a47fe918a9e2c5b11b425fc9e9cfcdfb1fca76b16c4e9a1a61d0c961315ba74
+size 19274
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_3/1762564892.945461/events.out.tfevents.1762564892.auvsl-gpu-01.ise.illinois.edu.627158.847 b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_3/1762564892.945461/events.out.tfevents.1762564892.auvsl-gpu-01.ise.illinois.edu.627158.847
new file mode 100644
index 0000000000000000000000000000000000000000..5359e04572320f8c8c7c2c8fa063e85d2c2a39db
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_3/1762564892.945461/events.out.tfevents.1762564892.auvsl-gpu-01.ise.illinois.edu.627158.847
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f12f13aa3326e96f3f4dff0bfb8c50ba0c07651df35874158abeb105c9d2a2f1
+size 1187
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ac4ec468e07aa70c042bb288f7ac63c751bc3680
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc4fb685f170a2de368d61f9f9c93a1babb0cedf2b82d87791913e1319d9ec08
+size 62581
diff --git a/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_3/events.out.tfevents.1762564867.auvsl-gpu-01.ise.illinois.edu.627158.846 b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_3/events.out.tfevents.1762564867.auvsl-gpu-01.ise.illinois.edu.627158.846
new file mode 100644
index 0000000000000000000000000000000000000000..68ecdba970d929433801bd9d54d9ad3fb8559c16
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine-quality-white/fold_3/events.out.tfevents.1762564867.auvsl-gpu-01.ise.illinois.edu.627158.846
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fb466d99dd9cc6c3b7160e95decd8feac9c2bbfc5143f0652a512b28971ebadc
+size 32644
diff --git a/UCI_N4/ldlt-resnet/runs/wine/fold_0/1762564800.9351976/events.out.tfevents.1762564800.auvsl-gpu-01.ise.illinois.edu.627155.689 b/UCI_N4/ldlt-resnet/runs/wine/fold_0/1762564800.9351976/events.out.tfevents.1762564800.auvsl-gpu-01.ise.illinois.edu.627155.689
new file mode 100644
index 0000000000000000000000000000000000000000..cf33651b93a98fd83c17893069e4cbe52441f728
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine/fold_0/1762564800.9351976/events.out.tfevents.1762564800.auvsl-gpu-01.ise.illinois.edu.627155.689
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:103b4b8e58a4c077045da44d62b06e6452c0421d545f2321490345f4eb8694ac
+size 1173
diff --git a/UCI_N4/ldlt-resnet/runs/wine/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/wine/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9076903b5123a3a79e7cc97bdf103cb166a2af27
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f96bc9f5a2cb4f1f3437a0cd67d73a3adda7e0ea883b06e56b97032bcd38d344
+size 202357
diff --git a/UCI_N4/ldlt-resnet/runs/wine/fold_0/events.out.tfevents.1762564799.auvsl-gpu-01.ise.illinois.edu.627155.688 b/UCI_N4/ldlt-resnet/runs/wine/fold_0/events.out.tfevents.1762564799.auvsl-gpu-01.ise.illinois.edu.627155.688
new file mode 100644
index 0000000000000000000000000000000000000000..9fef3c3c9d8a03ba14f804e68b9fba0805d5267f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine/fold_0/events.out.tfevents.1762564799.auvsl-gpu-01.ise.illinois.edu.627155.688
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f6fd1e8fd1e33b4a3db22e92d7d0d32a32cf63f6dbbdc24a37e5c70b1fe1852
+size 26914
diff --git a/UCI_N4/ldlt-resnet/runs/wine/fold_1/1762564802.7373881/events.out.tfevents.1762564802.auvsl-gpu-01.ise.illinois.edu.627155.691 b/UCI_N4/ldlt-resnet/runs/wine/fold_1/1762564802.7373881/events.out.tfevents.1762564802.auvsl-gpu-01.ise.illinois.edu.627155.691
new file mode 100644
index 0000000000000000000000000000000000000000..541f1c2b0fd4f6e896c707daad8d7b6a3f100c67
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine/fold_1/1762564802.7373881/events.out.tfevents.1762564802.auvsl-gpu-01.ise.illinois.edu.627155.691
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f2dff7d1070fb476c2c532192ea47c814768847f34f5e809de129096a825afb
+size 1173
diff --git a/UCI_N4/ldlt-resnet/runs/wine/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/wine/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0a602c367c581ce1ac7366d8b1ae712cee99a2d3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d39cdd3ba2030f5d4968ce659fa36174567ba0ce44383d320b560a4549e5f11
+size 202357
diff --git a/UCI_N4/ldlt-resnet/runs/wine/fold_1/events.out.tfevents.1762564800.auvsl-gpu-01.ise.illinois.edu.627155.690 b/UCI_N4/ldlt-resnet/runs/wine/fold_1/events.out.tfevents.1762564800.auvsl-gpu-01.ise.illinois.edu.627155.690
new file mode 100644
index 0000000000000000000000000000000000000000..f9b514144daa7ef25b2a2ff44d1fd0504a60779c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine/fold_1/events.out.tfevents.1762564800.auvsl-gpu-01.ise.illinois.edu.627155.690
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d6bfc1e524d9562c72908a9b8efe75105fd4bd53ad1886c57acb26bc9dd82cf
+size 28060
diff --git a/UCI_N4/ldlt-resnet/runs/wine/fold_2/1762564804.1214046/events.out.tfevents.1762564804.auvsl-gpu-01.ise.illinois.edu.627155.693 b/UCI_N4/ldlt-resnet/runs/wine/fold_2/1762564804.1214046/events.out.tfevents.1762564804.auvsl-gpu-01.ise.illinois.edu.627155.693
new file mode 100644
index 0000000000000000000000000000000000000000..d16ae828fcece2d7d3f86f51e6c35627ac46d57d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine/fold_2/1762564804.1214046/events.out.tfevents.1762564804.auvsl-gpu-01.ise.illinois.edu.627155.693
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:589c1d641b732f72de39c6aa77c510e259f9a9d37f801363b006874af651019e
+size 1173
diff --git a/UCI_N4/ldlt-resnet/runs/wine/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/wine/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f44b3459f5d405ffa0ccfcf3e2ee08897e97d1b2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75b41f5ad99b9ca286cf4b9c7f2fee322c944f8119cb578b0ee51cd2e851fdcf
+size 202357
diff --git a/UCI_N4/ldlt-resnet/runs/wine/fold_2/events.out.tfevents.1762564802.auvsl-gpu-01.ise.illinois.edu.627155.692 b/UCI_N4/ldlt-resnet/runs/wine/fold_2/events.out.tfevents.1762564802.auvsl-gpu-01.ise.illinois.edu.627155.692
new file mode 100644
index 0000000000000000000000000000000000000000..4d2e8ee2a5431823cdd3338c0cefbc7ad1d079b5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine/fold_2/events.out.tfevents.1762564802.auvsl-gpu-01.ise.illinois.edu.627155.692
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4fccfb9ca0b4865ef0f936c8ec2955aef5a072f728d288f640fdf5a8f9aa6be7
+size 21184
diff --git a/UCI_N4/ldlt-resnet/runs/wine/fold_3/1762564805.6375296/events.out.tfevents.1762564805.auvsl-gpu-01.ise.illinois.edu.627155.695 b/UCI_N4/ldlt-resnet/runs/wine/fold_3/1762564805.6375296/events.out.tfevents.1762564805.auvsl-gpu-01.ise.illinois.edu.627155.695
new file mode 100644
index 0000000000000000000000000000000000000000..be7e2f88c9970de3d7b2978ce1862df099b210d3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine/fold_3/1762564805.6375296/events.out.tfevents.1762564805.auvsl-gpu-01.ise.illinois.edu.627155.695
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:394318d62825ed468eca1e0ac2a15ffc973e6c39e96512f9a4f97343f2a3cd39
+size 1173
diff --git a/UCI_N4/ldlt-resnet/runs/wine/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/wine/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4432e031ecf0f090a013138adf16c82080bc48ca
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cfa435fb411539d68f03f4e9a5d2fca08832d69af04aee83f00ad1bd9a4f4cc
+size 202357
diff --git a/UCI_N4/ldlt-resnet/runs/wine/fold_3/events.out.tfevents.1762564804.auvsl-gpu-01.ise.illinois.edu.627155.694 b/UCI_N4/ldlt-resnet/runs/wine/fold_3/events.out.tfevents.1762564804.auvsl-gpu-01.ise.illinois.edu.627155.694
new file mode 100644
index 0000000000000000000000000000000000000000..945388b5cc38eaddd0cd8cfa89b66d5794b33a02
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/wine/fold_3/events.out.tfevents.1762564804.auvsl-gpu-01.ise.illinois.edu.627155.694
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81af84497eb82363973dade978eb36188511b21e37eb29ccc15df59f055311bd
+size 25004
diff --git a/UCI_N4/ldlt-resnet/runs/yeast/fold_0/1762564850.4389346/events.out.tfevents.1762564850.auvsl-gpu-01.ise.illinois.edu.627155.705 b/UCI_N4/ldlt-resnet/runs/yeast/fold_0/1762564850.4389346/events.out.tfevents.1762564850.auvsl-gpu-01.ise.illinois.edu.627155.705
new file mode 100644
index 0000000000000000000000000000000000000000..0d2db6381bfdc65fd96d33d4d346330ccbb757a2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/yeast/fold_0/1762564850.4389346/events.out.tfevents.1762564850.auvsl-gpu-01.ise.illinois.edu.627155.705
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:496c3d45292bba0d2d3e46a2dd63a77cc906ad0cae092860b1551bb313763e6f
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/yeast/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/yeast/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..65195d7e9eb29a9426ad5a120933cf56776a332d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/yeast/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b6a231597f335dcf6766c9ec0f73a18af2bf3e06011f678dd1a7b977ebb194b
+size 61813
diff --git a/UCI_N4/ldlt-resnet/runs/yeast/fold_0/events.out.tfevents.1762564844.auvsl-gpu-01.ise.illinois.edu.627155.704 b/UCI_N4/ldlt-resnet/runs/yeast/fold_0/events.out.tfevents.1762564844.auvsl-gpu-01.ise.illinois.edu.627155.704
new file mode 100644
index 0000000000000000000000000000000000000000..87853c11300f52e859598f86dd81fa83644a0cd1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/yeast/fold_0/events.out.tfevents.1762564844.auvsl-gpu-01.ise.illinois.edu.627155.704
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13f97d92120dfd26b694f39618797be808f2e3d58933f3aac2118277a8ba6106
+size 22712
diff --git a/UCI_N4/ldlt-resnet/runs/yeast/fold_1/1762564858.9846768/events.out.tfevents.1762564858.auvsl-gpu-01.ise.illinois.edu.627155.707 b/UCI_N4/ldlt-resnet/runs/yeast/fold_1/1762564858.9846768/events.out.tfevents.1762564858.auvsl-gpu-01.ise.illinois.edu.627155.707
new file mode 100644
index 0000000000000000000000000000000000000000..ec6af3d61cd800d7a7541c6fd6f1dea0c10a7995
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/yeast/fold_1/1762564858.9846768/events.out.tfevents.1762564858.auvsl-gpu-01.ise.illinois.edu.627155.707
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb18f5b3def1bc3753a1bd6474bb34f5be6af229729c2a87afdba9bd4db390e2
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/yeast/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/yeast/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..57533281050af94308770e8559492aee6f16894e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/yeast/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72a2d0c1c635bd560b743db251c626f34b30ac24b8c4d7a9d47da85b5bef9259
+size 61813
diff --git a/UCI_N4/ldlt-resnet/runs/yeast/fold_1/events.out.tfevents.1762564850.auvsl-gpu-01.ise.illinois.edu.627155.706 b/UCI_N4/ldlt-resnet/runs/yeast/fold_1/events.out.tfevents.1762564850.auvsl-gpu-01.ise.illinois.edu.627155.706
new file mode 100644
index 0000000000000000000000000000000000000000..0e182fc367912e68b391f65090e63bccbb413c24
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/yeast/fold_1/events.out.tfevents.1762564850.auvsl-gpu-01.ise.illinois.edu.627155.706
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcf53a82cf6522381bd9a5a4a8fe57c35cf54faa6b3276b247b76db344c96b00
+size 34172
diff --git a/UCI_N4/ldlt-resnet/runs/yeast/fold_2/1762564865.1791227/events.out.tfevents.1762564865.auvsl-gpu-01.ise.illinois.edu.627155.709 b/UCI_N4/ldlt-resnet/runs/yeast/fold_2/1762564865.1791227/events.out.tfevents.1762564865.auvsl-gpu-01.ise.illinois.edu.627155.709
new file mode 100644
index 0000000000000000000000000000000000000000..7b7c18aa903456128af5ad17c2cdf9c3486294a8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/yeast/fold_2/1762564865.1791227/events.out.tfevents.1762564865.auvsl-gpu-01.ise.illinois.edu.627155.709
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f59fb3e1ede16f8754ceefd8bafd4af3002b782b44fc84e6aa57d00147a28038
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/yeast/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/yeast/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..92c3e42f4e0f385aa9176f57ccfcad3e8f4913a0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/yeast/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cd780af254c12c3c2288b0131fee5269c41252dacc0611e1e37690856e427db
+size 61813
diff --git a/UCI_N4/ldlt-resnet/runs/yeast/fold_2/events.out.tfevents.1762564858.auvsl-gpu-01.ise.illinois.edu.627155.708 b/UCI_N4/ldlt-resnet/runs/yeast/fold_2/events.out.tfevents.1762564858.auvsl-gpu-01.ise.illinois.edu.627155.708
new file mode 100644
index 0000000000000000000000000000000000000000..726f728738042bf6f1568981c48ac14358982b81
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/yeast/fold_2/events.out.tfevents.1762564858.auvsl-gpu-01.ise.illinois.edu.627155.708
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74cc4b4f30bf8f83727dd324437c0ae574c0b31abd9c8f70cd656d018ba33c67
+size 24622
diff --git a/UCI_N4/ldlt-resnet/runs/yeast/fold_3/1762564872.7042465/events.out.tfevents.1762564872.auvsl-gpu-01.ise.illinois.edu.627155.711 b/UCI_N4/ldlt-resnet/runs/yeast/fold_3/1762564872.7042465/events.out.tfevents.1762564872.auvsl-gpu-01.ise.illinois.edu.627155.711
new file mode 100644
index 0000000000000000000000000000000000000000..f0b34bf851b87cc3b4ff6ff9b88d78fe3c0317be
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/yeast/fold_3/1762564872.7042465/events.out.tfevents.1762564872.auvsl-gpu-01.ise.illinois.edu.627155.711
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88118659c46a53ce8d6d211ce490e8014a97cafbb4c8a5050155ed454094458c
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/yeast/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/yeast/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..776c54b4b3c8a1bdbd75e6b1e42e6e137d6c41ff
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/yeast/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf5630dcd8b1681edcdabaca04d4d07131ee2f22f94895161a52d2e5578ed7b4
+size 61813
diff --git a/UCI_N4/ldlt-resnet/runs/yeast/fold_3/events.out.tfevents.1762564865.auvsl-gpu-01.ise.illinois.edu.627155.710 b/UCI_N4/ldlt-resnet/runs/yeast/fold_3/events.out.tfevents.1762564865.auvsl-gpu-01.ise.illinois.edu.627155.710
new file mode 100644
index 0000000000000000000000000000000000000000..1be6c7d5caa68e65ac65ae93f2cde063faf57910
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/yeast/fold_3/events.out.tfevents.1762564865.auvsl-gpu-01.ise.illinois.edu.627155.710
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3bfac5fd5de99db9b663426ccd0a02c59198e250432e799462b0865b1533d34e
+size 29970
diff --git a/UCI_N4/ldlt-resnet/runs/zoo/fold_0/1762564873.99433/events.out.tfevents.1762564873.auvsl-gpu-01.ise.illinois.edu.627155.713 b/UCI_N4/ldlt-resnet/runs/zoo/fold_0/1762564873.99433/events.out.tfevents.1762564873.auvsl-gpu-01.ise.illinois.edu.627155.713
new file mode 100644
index 0000000000000000000000000000000000000000..fe9d0e679b5468bb16284c1a6d7ebb0f6c17177a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/zoo/fold_0/1762564873.99433/events.out.tfevents.1762564873.auvsl-gpu-01.ise.illinois.edu.627155.713
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45c0f31b57105cf686c07431fb7d0e7ed9d653195f0be0fdafb605ea1ab798ec
+size 1172
diff --git a/UCI_N4/ldlt-resnet/runs/zoo/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/zoo/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..93aacf1ec36415ef2333e2ef59dd28594168183c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/zoo/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d6979d0af7ffac6495837988c828756d7e6dc3ea6f326c18570c9879da2ef8f
+size 205685
diff --git a/UCI_N4/ldlt-resnet/runs/zoo/fold_0/events.out.tfevents.1762564872.auvsl-gpu-01.ise.illinois.edu.627155.712 b/UCI_N4/ldlt-resnet/runs/zoo/fold_0/events.out.tfevents.1762564872.auvsl-gpu-01.ise.illinois.edu.627155.712
new file mode 100644
index 0000000000000000000000000000000000000000..91916d38c6387212e2561e6b87435575f573272b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/zoo/fold_0/events.out.tfevents.1762564872.auvsl-gpu-01.ise.illinois.edu.627155.712
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:458469e6eb0f1e686a423325cd18985ce4555d58c1ba9aadc86cf3115cde59c6
+size 20420
diff --git a/UCI_N4/ldlt-resnet/runs/zoo/fold_1/1762564875.0466676/events.out.tfevents.1762564875.auvsl-gpu-01.ise.illinois.edu.627155.715 b/UCI_N4/ldlt-resnet/runs/zoo/fold_1/1762564875.0466676/events.out.tfevents.1762564875.auvsl-gpu-01.ise.illinois.edu.627155.715
new file mode 100644
index 0000000000000000000000000000000000000000..d6dcca024e81319cb60af139f092bab8caac9dbc
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/zoo/fold_1/1762564875.0466676/events.out.tfevents.1762564875.auvsl-gpu-01.ise.illinois.edu.627155.715
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11bef5d07c3e20788c91a7b52622805e634a0beffca0c03d8e4b40892802a00f
+size 1172
diff --git a/UCI_N4/ldlt-resnet/runs/zoo/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/zoo/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..09fb2fae9379a8d530b55703f6a663eec91b1af5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/zoo/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3d374f9c98aa13dfe226d906110e21fed7f965f2469305b854741a313bcc63a
+size 205685
diff --git a/UCI_N4/ldlt-resnet/runs/zoo/fold_1/events.out.tfevents.1762564874.auvsl-gpu-01.ise.illinois.edu.627155.714 b/UCI_N4/ldlt-resnet/runs/zoo/fold_1/events.out.tfevents.1762564874.auvsl-gpu-01.ise.illinois.edu.627155.714
new file mode 100644
index 0000000000000000000000000000000000000000..92ec29cf6252d56f807e6b47b946eb2b2a9ac1ef
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/zoo/fold_1/events.out.tfevents.1762564874.auvsl-gpu-01.ise.illinois.edu.627155.714
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b252b71dd4faec7986d832d6534b5d6c3e4e4857a9803a05becb95297329871
+size 16600
diff --git a/UCI_N4/ldlt-resnet/runs/zoo/fold_2/1762564876.2019253/events.out.tfevents.1762564876.auvsl-gpu-01.ise.illinois.edu.627155.717 b/UCI_N4/ldlt-resnet/runs/zoo/fold_2/1762564876.2019253/events.out.tfevents.1762564876.auvsl-gpu-01.ise.illinois.edu.627155.717
new file mode 100644
index 0000000000000000000000000000000000000000..ae44673a57369f8e92a1590c7464f600e358cac6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/zoo/fold_2/1762564876.2019253/events.out.tfevents.1762564876.auvsl-gpu-01.ise.illinois.edu.627155.717
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:417c176de145aaed66d93f1e8daf40cbdfde3ee3a3706f61c712a5e51ac1ba5d
+size 1172
diff --git a/UCI_N4/ldlt-resnet/runs/zoo/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/zoo/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f28ec9a66952dbd87a158c4efa086b2dede4a6f7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/zoo/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfe91d435aedf08e4fc5d65463eac02d34bfcfa9195bf60a99b1e52f7562ee36
+size 205685
diff --git a/UCI_N4/ldlt-resnet/runs/zoo/fold_2/events.out.tfevents.1762564875.auvsl-gpu-01.ise.illinois.edu.627155.716 b/UCI_N4/ldlt-resnet/runs/zoo/fold_2/events.out.tfevents.1762564875.auvsl-gpu-01.ise.illinois.edu.627155.716
new file mode 100644
index 0000000000000000000000000000000000000000..00937b3d629c00aaf463413cb6c23a764d6241c7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/zoo/fold_2/events.out.tfevents.1762564875.auvsl-gpu-01.ise.illinois.edu.627155.716
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:adf8a8d712dd010469815e9c144a0d4d4e6e009dd2a5149b5515ad9c69189b96
+size 19274
diff --git a/UCI_N4/ldlt-resnet/runs/zoo/fold_3/1762564877.3135295/events.out.tfevents.1762564877.auvsl-gpu-01.ise.illinois.edu.627155.719 b/UCI_N4/ldlt-resnet/runs/zoo/fold_3/1762564877.3135295/events.out.tfevents.1762564877.auvsl-gpu-01.ise.illinois.edu.627155.719
new file mode 100644
index 0000000000000000000000000000000000000000..1cc18ba72e9a697e4d889728d28cca5e2e38a74f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/zoo/fold_3/1762564877.3135295/events.out.tfevents.1762564877.auvsl-gpu-01.ise.illinois.edu.627155.719
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc36e9b29d95de9de7766880477c6feb8f2c750db094990ebe395592f1c6347a
+size 1172
diff --git a/UCI_N4/ldlt-resnet/runs/zoo/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/zoo/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c1cd3df47c49693049367bdc3ed8276e06b33ab0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/zoo/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8866d404f7b2ffce12b2e3fa4290848b9d7f1b78c67e04d89166dacacaf9be4f
+size 205685
diff --git a/UCI_N4/ldlt-resnet/runs/zoo/fold_3/events.out.tfevents.1762564876.auvsl-gpu-01.ise.illinois.edu.627155.718 b/UCI_N4/ldlt-resnet/runs/zoo/fold_3/events.out.tfevents.1762564876.auvsl-gpu-01.ise.illinois.edu.627155.718
new file mode 100644
index 0000000000000000000000000000000000000000..3d0d3018309148140095d4fe07d7b2effc2885e3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/zoo/fold_3/events.out.tfevents.1762564876.auvsl-gpu-01.ise.illinois.edu.627155.718
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55273626360a9702f100639661dc0b15a297a6ecf52640bb673466d1eb43594f
+size 17746
diff --git a/UCI_N6/aol/runs/plant-shape/fold_0/result.json b/UCI_N6/aol/runs/plant-shape/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e4583b583d0573ff12377586775d0f851da1c8a5
--- /dev/null
+++ b/UCI_N6/aol/runs/plant-shape/fold_0/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 74,
+    "best_val_acc": 0.20093457943925233,
+    "test_acc": 0.16328600405679514,
+    "train_size": 400,
+    "val_size": 214,
+    "test_size": 986,
+    "stats": {
+        "mean": [
+            [
+                0.010793134649999947,
+                0.0029814738750000274,
+                -0.005680250974999982,
+                -0.00999388868249995,
+                -0.018943553000000047,
+                -0.022220061225000066,
+                -0.023538591772499947,
+                -0.023104606949999985,
+                -0.022654011850000027,
+                -0.013826088777500009,
+                -0.012183569699999982,
+                -0.019542425225000024,
+                -0.021094745304999968,
+                -0.013662524125000061,
+                -0.007497562182500008,
+                -0.004011965550000029,
+                -0.0018356184500000372,
+                7.94950000007455e-06,
+                0.00456346359999991,
+                0.002077647049999971,
+                0.005165495805000022,
+                0.009402297242499979,
+                0.008459789907500027,
+                0.010384120812499977,
+                0.009072800484999985,
+                0.009275099372499976,
+                0.011333548210000006,
+                0.00974336192500002,
+                0.009874121385000021,
+                0.013796312999999978,
+                0.0035003747700000252,
+                -0.0006504867999999986,
+                -0.006737763249999974,
+                -0.009779546075000065,
+                -0.009547967425750021,
+                -0.008340889135000092,
+                -0.01037015690000003,
+                -0.015118204249999967,
+                -0.014712120350000033,
+                -0.011817635924999998,
+                -0.01854881525000002,
+                -0.021627437300000017,
+                -0.02562561288749998,
+                -0.02507883772499999,
+                -0.01957355992500001,
+                -0.010989493799999993,
+                -0.004170166650000026,
+                -0.0007832742674999737,
+                -0.0008414850850000529,
+                0.0014383313750000115,
+                0.008277859025000037,
+                0.015007289872500043,
+                0.02009162649999997,
+                0.020694419627500026,
+                0.02312079630000003,
+                0.02027844062500002,
+                0.012670696450000017,
+                0.011923742850000028,
+                0.008522531550000014,
+                0.0021193726999999838,
+                0.00027873594999999404,
+                -0.005514954024999976,
+                -0.005619866314999964,
+                0.000804423425000044
+            ]
+        ],
+        "std": [
+            [
+                1.0193984315579283,
+                1.0138728773194225,
+                1.0025119027839187,
+                0.9926201913273888,
+                0.9797572939727588,
+                0.9675431762012998,
+                0.9562849021750489,
+                0.9457765924705838,
+                0.9453288165685446,
+                0.9493183692891524,
+                0.9510566730800354,
+                0.9587654362947835,
+                0.9708540170515252,
+                0.9906082656256265,
+                1.0060018623497948,
+                1.0090880491601784,
+                0.9970255943580457,
+                0.9966975594633455,
+                1.0075598104469696,
+                1.0193962682636182,
+                1.040522735169908,
+                1.0407459188197639,
+                1.0303725268059722,
+                1.0256419706953475,
+                1.0198382842786065,
+                1.0197936843070703,
+                1.0266695425622123,
+                1.0253571333157874,
+                1.0153590777307844,
+                1.0110354025342352,
+                1.0181892223475282,
+                1.0166426127543688,
+                1.011169701470929,
+                1.0054929366994545,
+                1.0096458368985821,
+                1.0140452905977049,
+                1.009910026151903,
+                0.9911465124845928,
+                0.981395028524588,
+                0.9714368920896277,
+                0.9640569672295396,
+                0.9682443777583067,
+                0.9618240790560709,
+                0.9651476273791817,
+                0.9697583533908924,
+                0.9857642722747081,
+                0.9945128871244862,
+                0.998379374233736,
+                1.0006314561941052,
+                1.008050481132436,
+                1.0268004129156558,
+                1.0452850694975346,
+                1.0563281717760602,
+                1.0509178269869455,
+                1.0471449082028836,
+                1.0431100616694575,
+                1.035476811024627,
+                1.0416661017312363,
+                1.0428844632918242,
+                1.0319514866130477,
+                1.029873132188317,
+                1.028802362627988,
+                1.0249104343768467,
+                1.0178924453800364
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 87268,
+    "cert_evals": {
+        "36": 0.06896551698446274,
+        "72": 0.027383366599678993,
+        "108": 0.0070993914268910885,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/plant-shape/fold_1/result.json b/UCI_N6/aol/runs/plant-shape/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d1334bf40a1e1b56ca9ba2e75e677253d0c1809
--- /dev/null
+++ b/UCI_N6/aol/runs/plant-shape/fold_1/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 99,
+    "best_val_acc": 0.10975609756097561,
+    "test_acc": 0.09748427672955975,
+    "train_size": 400,
+    "val_size": 246,
+    "test_size": 954,
+    "stats": {
+        "mean": [
+            [
+                -0.01969966857750001,
+                -0.018735893250000035,
+                -0.01923726170000004,
+                -0.01765154066999996,
+                -0.021040157724999967,
+                -0.020549986874999978,
+                -0.01802188749999998,
+                -0.013611070524999968,
+                -0.01314826475000005,
+                -0.010111033277499976,
+                -0.011831655162500052,
+                -0.009240258725000013,
+                -0.004857546977500041,
+                -0.003872501354999996,
+                -0.004503420224999966,
+                -0.007399539599999919,
+                -0.009506949104999987,
+                -0.00983436382500002,
+                -0.0073349694900001206,
+                -0.0026293045575000932,
+                -0.005217706800000011,
+                -0.01053002465000001,
+                -0.011560438125000017,
+                -0.009075882437499998,
+                -0.0045980930749999985,
+                -0.008758359152500011,
+                -0.012621292225000027,
+                -0.016511235369999985,
+                -0.028317963276500033,
+                -0.02497353765000002,
+                -0.014343673825000004,
+                -0.008610495525000058,
+                0.004172939175000043,
+                0.0019351163249999698,
+                -0.004373591600750041,
+                -0.0077125528000000455,
+                -0.01211637097500002,
+                -0.01259113399249995,
+                -0.012157099130000017,
+                -0.014399237225000002,
+                -0.009437209475000015,
+                -0.0046622409374999915,
+                -0.006370976337500016,
+                -0.011270999825000006,
+                -0.015921284525000006,
+                -0.012410074750000007,
+                -0.014884673650000003,
+                -0.016949542649999955,
+                -0.017354671999999977,
+                -0.011285483702500028,
+                -0.009929046974999904,
+                -0.007901803479999947,
+                -0.00815231512075005,
+                -0.010049489069999949,
+                -0.011786209875000047,
+                -0.014985319077499979,
+                -0.019011035099999973,
+                -0.008162044849999986,
+                -0.0058525207999999595,
+                -0.01041489936249999,
+                -0.011318642174999963,
+                -0.015970219724999984,
+                -0.026622342699999985,
+                -0.029072289924999974
+            ]
+        ],
+        "std": [
+            [
+                0.9860131433859547,
+                0.9839451298693502,
+                0.9815653890681931,
+                0.9791684843455107,
+                0.9793192609145278,
+                0.980950701990714,
+                0.9884282309487391,
+                0.9817147072820436,
+                0.9862993933397015,
+                0.9922815938909398,
+                0.9847563677603288,
+                0.9853865969758397,
+                0.9879672222996878,
+                0.9946824106249518,
+                0.9961943172051062,
+                0.9902136279887243,
+                0.9887680048123522,
+                0.993003063211071,
+                1.0071770840518683,
+                1.0247666604590329,
+                1.0257137801878309,
+                1.011455364670402,
+                0.9947052989179791,
+                0.9869387562943811,
+                0.9888179645496713,
+                0.987009987810631,
+                0.9897190394535154,
+                0.991361121462267,
+                0.992989633996112,
+                0.9961724937704427,
+                0.9897090546568476,
+                0.9844393105882888,
+                0.9858088094372514,
+                0.9942345793157213,
+                0.9949467347271544,
+                0.9941801452632953,
+                0.9935755677210956,
+                0.9940539923777484,
+                0.9871617326295817,
+                0.9809194296573341,
+                0.9841049037423958,
+                0.9872912480789516,
+                0.9853330949312704,
+                0.9809868668056975,
+                0.977760884105985,
+                0.9785005795193457,
+                0.9774791029379978,
+                0.9747292923736738,
+                0.9892632184812155,
+                0.9903128998680867,
+                0.9995507672572046,
+                1.012420498620147,
+                1.014423356554454,
+                1.0113780719858716,
+                1.0085495954493642,
+                1.0103910622541978,
+                1.0042573664175571,
+                0.9954666158538873,
+                0.9825056771440344,
+                0.969748087810821,
+                0.9684376869484385,
+                0.9687387646565352,
+                0.9685510643060194,
+                0.9716172187511043
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 87268,
+    "cert_evals": {
+        "36": 0.030398322269320488,
+        "72": 0.010482179932296276,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/plant-shape/fold_2/result.json b/UCI_N6/aol/runs/plant-shape/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4f7c27944c1d08ad497fe9ded5890083019b5dd
--- /dev/null
+++ b/UCI_N6/aol/runs/plant-shape/fold_2/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 70,
+    "best_val_acc": 0.20425531914893616,
+    "test_acc": 0.17202072538860103,
+    "train_size": 400,
+    "val_size": 235,
+    "test_size": 965,
+    "stats": {
+        "mean": [
+            [
+                -0.011195848850000047,
+                -0.014077039849999994,
+                -0.015681537625000016,
+                -0.015262547177500023,
+                -0.018894034979999984,
+                -0.023536119524999965,
+                -0.016015195249999968,
+                -0.008908977427499989,
+                -0.005013930349999998,
+                -0.007225348899999984,
+                -0.008182635,
+                -0.00789371312500003,
+                -0.011035066974999978,
+                -0.005199030499999984,
+                0.005315251324999976,
+                0.011141104150000055,
+                0.011588849470000002,
+                0.009680554374999966,
+                0.010888354087499948,
+                0.010037595079999946,
+                0.011800275580000021,
+                0.007671618275000015,
+                0.006882413550000033,
+                0.0062716886124999935,
+                -0.0019262105499999794,
+                -0.002007641149999968,
+                -0.003485761440000005,
+                -0.0017775631049999818,
+                0.0007400688484999391,
+                -0.0018860717750000106,
+                -0.006113297799999992,
+                -0.013600633775000042,
+                -0.020458192474999966,
+                -0.023048553475000007,
+                -0.019547718700000005,
+                -0.01125536750999998,
+                -0.014651312500000012,
+                -0.017176074307499963,
+                -0.015313710324999983,
+                -0.018115000749999995,
+                -0.02384295694999999,
+                -0.02221634045249998,
+                -0.019668475399999934,
+                -0.016640133125000005,
+                -0.011789776774999969,
+                -0.006203905024999959,
+                -0.004540449625000036,
+                0.0006846066824999924,
+                0.006433635392500026,
+                0.0017259993975000153,
+                0.0026194728225000024,
+                0.002456912675000057,
+                0.0035687386999999193,
+                0.003967900025000002,
+                0.008058575125000038,
+                0.009259356747499982,
+                0.009820443250000033,
+                -0.000526142624999981,
+                -0.007535754924999987,
+                -0.006530597337499988,
+                -0.00488854567499998,
+                -0.004628704975000013,
+                -0.006573741065000051,
+                -0.008198970250000055
+            ]
+        ],
+        "std": [
+            [
+                0.9997831577603109,
+                1.0025959495608783,
+                0.9981200898415419,
+                0.9862363254781552,
+                0.9807001230728768,
+                0.9703599657486957,
+                0.9542469081610001,
+                0.9473845839451106,
+                0.9547713929170183,
+                0.9636033061770535,
+                0.9759543385191676,
+                0.9833507068982068,
+                0.9860092538737429,
+                0.9928824474026815,
+                1.009087175522555,
+                1.0225369274879927,
+                1.0377746120861517,
+                1.047008477348557,
+                1.0437668765399934,
+                1.0330775502764258,
+                1.0319662406027479,
+                1.030352484762016,
+                1.0343435297883754,
+                1.0306714836465332,
+                1.0227257424915315,
+                1.0163750005569692,
+                1.0080783487785092,
+                1.0057728718253096,
+                1.0031574142753106,
+                0.9970437490537768,
+                1.0039054666803333,
+                1.0092902332461646,
+                1.015955753316646,
+                1.0094451596904581,
+                0.9971506877338592,
+                0.9797514030945054,
+                0.9606748456549195,
+                0.9429643662114964,
+                0.9357296749897012,
+                0.9401794981595187,
+                0.9451576738004599,
+                0.9529959594959825,
+                0.9553731219059256,
+                0.952474899040048,
+                0.9565245724608336,
+                0.9697603305783443,
+                0.9863202900077532,
+                0.9954169393962655,
+                1.0081946986669663,
+                1.0156075960594253,
+                1.0253976925038635,
+                1.0300309888526664,
+                1.0402541851284346,
+                1.0433040030246603,
+                1.0375395049686613,
+                1.0264815045978641,
+                1.021912736268765,
+                1.0088758758830503,
+                1.003466814657958,
+                1.0086525159597994,
+                1.0137559378643732,
+                1.0086686244063605,
+                1.006042971236659,
+                1.0003260366638576
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 87268,
+    "cert_evals": {
+        "36": 0.060103628784418106,
+        "72": 0.02590673603117466,
+        "108": 0.014507772400975227,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/plant-shape/fold_3/result.json b/UCI_N6/aol/runs/plant-shape/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a45e3f3d3d87a3718f7cc9d401e9dc6da0278100
--- /dev/null
+++ b/UCI_N6/aol/runs/plant-shape/fold_3/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 77,
+    "best_val_acc": 0.17180616740088106,
+    "test_acc": 0.16032887975334018,
+    "train_size": 400,
+    "val_size": 227,
+    "test_size": 973,
+    "stats": {
+        "mean": [
+            [
+                -0.01614315225000004,
+                -0.007862261849999979,
+                0.00030315945000001577,
+                -6.585304499997488e-05,
+                0.0033457709750000114,
+                0.009937330912499974,
+                0.010135651675000024,
+                0.009038938675000023,
+                0.008931583272500009,
+                0.009906352275000018,
+                0.013642040799999994,
+                0.017299261174999987,
+                0.019865335000000005,
+                0.019657458469999986,
+                0.022414197692500006,
+                0.02512643972499996,
+                0.026877304525000024,
+                0.0296143309,
+                0.027764356497500045,
+                0.024134231862499998,
+                0.021181714175000043,
+                0.02076543959999998,
+                0.018820411632499992,
+                0.016560606787500022,
+                0.014716417624999967,
+                0.015544499800000031,
+                0.008937221650000026,
+                0.0035691808475000007,
+                0.00756637997750002,
+                0.010582013399999977,
+                0.00892202232,
+                0.010522723749999905,
+                0.009224050324999985,
+                0.011262885774999978,
+                0.012877923949999981,
+                0.008631394499999978,
+                0.013585739524999963,
+                0.012593921374999985,
+                0.00966451497500001,
+                -0.0018835844000000157,
+                -0.0072232187000000215,
+                -0.0024773558750000612,
+                0.004778897314500035,
+                0.010836082050000053,
+                0.013114038100000038,
+                0.012921894249999984,
+                0.011661495899999983,
+                0.006202870582499988,
+                0.009554275007499979,
+                0.010892630822499966,
+                0.015263733174999995,
+                0.018143591994999972,
+                0.01859551449250001,
+                0.01313465375500002,
+                0.01828117135000002,
+                0.021080939575000034,
+                0.020155471175000023,
+                0.02226961222499997,
+                0.019368037950000003,
+                0.018775792600000018,
+                0.018483347624999945,
+                0.009753726052499946,
+                -0.0015497268675000327,
+                -0.011832948350000021
+            ]
+        ],
+        "std": [
+            [
+                0.9690180900805035,
+                0.9727335201919173,
+                0.9764755262740973,
+                0.9829585179082819,
+                0.9924285501408081,
+                1.0058984225928205,
+                1.0139421119627963,
+                1.0204714628277265,
+                1.024761969275269,
+                1.0411321691366637,
+                1.051554346720804,
+                1.0528939116549463,
+                1.048231049542776,
+                1.035208648003462,
+                1.0211826349075386,
+                1.021066390612321,
+                1.0225781515263015,
+                1.0234107662776533,
+                1.013889389780415,
+                1.002809268474515,
+                1.005659594852486,
+                1.0123290373188114,
+                1.0154559039015623,
+                1.013290801738594,
+                1.0094740964231081,
+                1.0002162486552635,
+                0.9914378185750687,
+                0.9943868019460187,
+                0.9942535553869897,
+                0.9896262981629789,
+                0.9859228057329431,
+                0.9860916917991401,
+                0.9824333417893006,
+                0.9869225315171396,
+                0.9958671872185834,
+                0.999358349920491,
+                0.9902030063817621,
+                0.9953941674238796,
+                1.0044794940384356,
+                1.01450410197358,
+                1.0212449253894722,
+                1.031533466370799,
+                1.0310663353310807,
+                1.0299586525323416,
+                1.0140754261682852,
+                1.0146983653439086,
+                1.010949221001189,
+                0.9984754004996209,
+                0.9996230059073175,
+                1.0023281510239592,
+                1.0083940727060101,
+                1.0104207218854935,
+                1.0188090918448567,
+                1.0267152458848512,
+                1.0256934112800635,
+                1.0177374007859166,
+                1.004324219711767,
+                0.9955156869267784,
+                0.9865523378817893,
+                0.984584448748711,
+                0.9818097517909892,
+                0.9865486470036113,
+                0.9850111209189524,
+                0.9782242969255907
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 87268,
+    "cert_evals": {
+        "36": 0.05138746276497841,
+        "72": 0.01644398830831051,
+        "108": 0.009249743074178696,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/plant-texture/fold_0/result.json b/UCI_N6/aol/runs/plant-texture/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4f45e7f70da03d6b22091e6cb49f9231f5b7f59
--- /dev/null
+++ b/UCI_N6/aol/runs/plant-texture/fold_0/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 100,
+    "best_val_acc": 0.4939759036144578,
+    "test_acc": 0.47789473684210526,
+    "train_size": 400,
+    "val_size": 249,
+    "test_size": 950,
+    "stats": {
+        "mean": [
+            [
+                -0.016478091624999976,
+                -0.014961091800000008,
+                -0.004249621250000072,
+                0.023384388500000127,
+                0.005502324450000172,
+                0.0145078697499998,
+                0.0045305880750000724,
+                -0.03467714649999986,
+                0.004193091999999971,
+                0.012809078150000047,
+                -0.009651387200000038,
+                -0.01915911049999979,
+                -0.008120220149999673,
+                0.007483559499999939,
+                -8.819250000012408e-06,
+                -0.019568870142500156,
+                0.028020058549999945,
+                0.022078226650000053,
+                0.0008334952449999984,
+                -0.0007628900000000476,
+                -0.033131676325000525,
+                -0.02417429049999988,
+                0.012456803749999997,
+                0.002599056999999966,
+                -0.016433078500000114,
+                -0.0015455646349999707,
+                0.03351081127500002,
+                -0.00866295650000013,
+                -0.001216327300000051,
+                0.02500025624999989,
+                0.002615395250000011,
+                0.004382452249999722,
+                -0.0336998632,
+                0.024454489599999945,
+                0.006896749999999824,
+                0.0024042895000002573,
+                -0.0489830051999999,
+                -0.0018739831749999436,
+                -0.0027442942499998836,
+                0.014888681500000006,
+                0.039273120399999896,
+                -0.03620304349999986,
+                0.01871371774999999,
+                0.0017737930000000502,
+                0.03068173249999988,
+                0.005476874500000017,
+                -0.018285551499999983,
+                -0.01942126079499999,
+                0.020034201150000052,
+                -0.04440868274999999,
+                -0.0031926880000002233,
+                -0.009055307999999866,
+                0.01178355375000011,
+                0.006780597750000028,
+                -0.015243231374999874,
+                0.051239233250000044,
+                0.01800514339999995,
+                0.008651616399999893,
+                0.0034974595000000232,
+                0.03453392162500026,
+                -0.006043314750000227,
+                0.012514663999999986,
+                0.043475420250000084,
+                -0.02456098675000002
+            ]
+        ],
+        "std": [
+            [
+                0.9009966230602708,
+                0.9364276177287642,
+                0.9754761006143327,
+                1.0291666417884513,
+                1.0289691228068274,
+                0.9876927454085853,
+                0.9560626059354702,
+                0.9597522889147546,
+                0.9994773403976824,
+                1.0152637844096681,
+                0.9520114484241692,
+                0.9432619847706322,
+                0.9482931419315812,
+                1.0591026895126023,
+                0.9522570318080412,
+                0.9864956149999131,
+                1.084922016377646,
+                1.173758426456074,
+                1.0592998584844,
+                1.0606714617823771,
+                0.8614306216418535,
+                1.0345366597359764,
+                1.042209469105469,
+                1.0348653782485668,
+                0.9988649975902255,
+                1.0174988947519772,
+                1.0858204535316325,
+                0.9739602296564857,
+                1.0131848275815751,
+                1.0264935540496496,
+                0.9816966426566287,
+                1.0024562576995246,
+                0.9036181164894379,
+                1.0437722258848774,
+                0.9846104856336191,
+                1.0510739753463445,
+                0.8892428833739887,
+                0.9794996248503948,
+                0.9461971557449678,
+                1.0298104390925615,
+                1.1599976257671403,
+                0.9173959381413883,
+                0.9736629274573383,
+                0.9990534408909421,
+                1.0761727962998655,
+                0.9933289670108497,
+                0.9771946168612999,
+                1.032165319421753,
+                1.0398720209157222,
+                0.9587359927023673,
+                1.012139905486573,
+                0.9975269161128212,
+                1.0373603976704429,
+                0.9974923617573629,
+                1.0098998196849565,
+                1.1923604394819194,
+                1.0833214484639513,
+                1.0328745232566003,
+                1.0402739857013459,
+                1.1225366590688706,
+                0.9261829634072084,
+                1.0546429695267736,
+                1.0777446293534623,
+                0.9933512209550289
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 87268,
+    "cert_evals": {
+        "36": 0.40842103958129883,
+        "72": 0.3231578767299652,
+        "108": 0.2536841928958893,
+        "255": 0.07894736528396606
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/plant-texture/fold_1/result.json b/UCI_N6/aol/runs/plant-texture/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9fe46dc7f071eabeebf41fa67035f8a10f8288d8
--- /dev/null
+++ b/UCI_N6/aol/runs/plant-texture/fold_1/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 86,
+    "best_val_acc": 0.383399209486166,
+    "test_acc": 0.36152219873150104,
+    "train_size": 400,
+    "val_size": 253,
+    "test_size": 946,
+    "stats": {
+        "mean": [
+            [
+                -0.004256254850000026,
+                0.021923264150000024,
+                -0.012071683000000069,
+                -0.011057278499999901,
+                -0.017880446849999797,
+                0.0011827752499998178,
+                -0.0027601811999999146,
+                -0.0251483662499997,
+                0.055288276499999955,
+                0.018802836700000086,
+                0.000680779799999956,
+                -0.003705401924999697,
+                -0.0076088335999996695,
+                -0.006072732000000045,
+                0.0014956542500000531,
+                -0.02329864526500025,
+                0.00074919069999995,
+                0.034619562699999926,
+                0.014588840164999981,
+                -0.0003229700500000161,
+                0.03756710242499937,
+                -0.018300292499999992,
+                0.015038550999999963,
+                0.038566000999999954,
+                -0.024540214250000143,
+                0.03385858173000003,
+                -0.01502205307499997,
+                -0.03221403250000019,
+                -0.03763231055000007,
+                -0.0005684717500001015,
+                0.005178833750000021,
+                0.0232263649999997,
+                -0.018164639750000218,
+                -0.0284664659000001,
+                0.014296748749999815,
+                -0.01446542499999974,
+                0.017083458499999923,
+                -0.05198149362499994,
+                0.02665897775000016,
+                0.0006017054999999511,
+                -0.023385096025000055,
+                -0.00870071099999995,
+                -0.02645367400000001,
+                0.030389902050000018,
+                -0.010937763500000006,
+                -0.05008216174999998,
+                -0.014492351249999987,
+                -0.029835240265000052,
+                -0.0028061221000000624,
+                0.012136923749999967,
+                0.04889772374999951,
+                -0.005096808249999897,
+                -0.007376563999999944,
+                0.017595101374999984,
+                -0.013797275999999694,
+                0.054841677249999804,
+                -0.058722712075000016,
+                0.03106128492499999,
+                0.04723510375,
+                0.03316721925000017,
+                -0.00928761275000021,
+                0.004404617250000025,
+                -0.002385128999999882,
+                -0.039578189499999986
+            ]
+        ],
+        "std": [
+            [
+                1.0176195895454074,
+                1.0490244648468456,
+                0.9960419330218429,
+                1.0013824399376616,
+                0.9994469044392366,
+                0.9946100427625639,
+                1.0157545132253116,
+                0.9788609202986969,
+                1.071845617834868,
+                0.9893086678710389,
+                0.9761446960534231,
+                1.0226495027246933,
+                1.039042345736355,
+                0.9862504907230619,
+                1.010782124858231,
+                0.9283410333997018,
+                0.9169243300337626,
+                1.2172212453002578,
+                1.0463189591077335,
+                1.0069757171220548,
+                1.1331476744057545,
+                0.9469821203572525,
+                1.056155176364169,
+                1.0595663845370344,
+                0.9428967883897005,
+                1.0970228794322368,
+                0.9685633455294996,
+                0.9741644818618026,
+                0.9143633677590421,
+                1.0691597858758368,
+                1.01412670505509,
+                1.070121954375621,
+                0.951399475845066,
+                0.9830032176811866,
+                1.0946821401422548,
+                0.9450181434403627,
+                1.0182514042513124,
+                0.9407099037863594,
+                1.0799791344020868,
+                0.9842100577075739,
+                0.9049268404343978,
+                0.9743966176706755,
+                0.9614307865494272,
+                1.0589976460635564,
+                1.033707681388281,
+                0.9570270454194322,
+                0.9726967073724329,
+                0.9598087507205947,
+                1.0248291708573996,
+                1.0065887165171423,
+                1.1899283807762595,
+                1.046684908157972,
+                0.9585960515533316,
+                1.0015106988574207,
+                0.9882827515120411,
+                1.1390243681390715,
+                0.903234233001017,
+                1.0770406438636961,
+                1.0289747705280785,
+                1.108986637240471,
+                0.9644875764134929,
+                0.9341662575099802,
+                1.0003551075843455,
+                0.9381906895869818
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 87268,
+    "cert_evals": {
+        "36": 0.24101479351520538,
+        "72": 0.1300211399793625,
+        "108": 0.08773784339427948,
+        "255": 0.021141648292541504
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/plant-texture/fold_2/result.json b/UCI_N6/aol/runs/plant-texture/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..71d487a9a17f67c865372ba3a07f33f2d4ebfde9
--- /dev/null
+++ b/UCI_N6/aol/runs/plant-texture/fold_2/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 98,
+    "best_val_acc": 0.592,
+    "test_acc": 0.5310853530031612,
+    "train_size": 400,
+    "val_size": 250,
+    "test_size": 949,
+    "stats": {
+        "mean": [
+            [
+                0.006781644050000072,
+                -0.01704826455000003,
+                -0.002251882250000035,
+                -0.0028131144999998512,
+                -0.005865192699999791,
+                0.009570933999999944,
+                -0.009578214299999865,
+                -0.024165803499999656,
+                -0.01858652050000008,
+                -0.016836627099999942,
+                0.022271386250000094,
+                0.02783143624999974,
+                0.013649515400000272,
+                0.03256191874999994,
+                0.007509060350000286,
+                0.028498989239999706,
+                0.009155898099999922,
+                -0.05709269885000008,
+                -0.011131543627500075,
+                0.007129308599999935,
+                0.009527655224999435,
+                0.048195565000000024,
+                -0.03163669524999997,
+                -0.012298672749999962,
+                -0.015361769500000262,
+                -0.020092703134999917,
+                0.00814105310000005,
+                0.010467141749999798,
+                0.000659113049999987,
+                0.0005926604999999846,
+                -0.003039380250000019,
+                0.006916299999999689,
+                0.0028526314500000234,
+                0.02393395764999979,
+                -0.017349249750000083,
+                -0.004382585749999812,
+                0.0006067708249999293,
+                -0.02260160009999996,
+                -0.020113583249999886,
+                -0.027872431749999968,
+                0.012264436799999952,
+                0.015939157750000252,
+                -0.014283123999999987,
+                -0.014588402899999955,
+                0.013490449499999968,
+                0.011403421250000092,
+                0.012658765250000021,
+                -0.014379616514999992,
+                0.014957853600000057,
+                0.00609202149999992,
+                -0.02169176450000027,
+                -0.0238132444999999,
+                -0.016261851749999882,
+                -0.006561618624999998,
+                0.00928921537500022,
+                -0.0672483589999997,
+                0.0054866013749999285,
+                0.003738513875000059,
+                -0.02022912349999999,
+                -0.003440074000000029,
+                0.030528467999999764,
+                0.03239571075000004,
+                0.03326437500000009,
+                -0.011354963499999924
+            ]
+        ],
+        "std": [
+            [
+                1.0176353776788036,
+                0.9190930489962008,
+                1.0268538651935009,
+                0.9999682393873391,
+                0.9984018173866293,
+                1.0374879590245607,
+                0.9749352350820676,
+                0.996266197839155,
+                0.9511625612934416,
+                0.9876855487180032,
+                1.105409076208761,
+                1.0321003973234553,
+                1.0235494324640213,
+                1.1213865795944102,
+                1.0879930289006665,
+                1.0838318604426802,
+                1.0877272851283968,
+                0.774752481406204,
+                1.0373588129982505,
+                0.9969058944401101,
+                1.011738502430844,
+                1.1511835702083388,
+                0.9377685226320285,
+                1.0219749119064445,
+                0.92170310125349,
+                0.9806129656814709,
+                1.0038200109094886,
+                1.0479216121391026,
+                1.0231420017542938,
+                0.9787899196190312,
+                1.0290085842795444,
+                1.0501562971981688,
+                0.9469912325322501,
+                1.0353208445844364,
+                0.9577479946023613,
+                0.9403622048724667,
+                0.9697131314173383,
+                0.9465545623876653,
+                0.9782386950900146,
+                0.9139584627856204,
+                0.9779691745581587,
+                1.0259013952137952,
+                0.9330608640569992,
+                0.942152577459924,
+                0.9978008930918613,
+                1.0501702677822984,
+                1.0356406401318516,
+                0.9717916536323801,
+                0.982544393973635,
+                1.047669652090456,
+                0.8616845618348262,
+                0.9101934286793992,
+                1.0301962610060198,
+                0.9575486231894531,
+                0.9827140500471714,
+                0.5778539784498753,
+                0.9613134752896453,
+                1.0047774832021952,
+                0.9907827459169802,
+                0.9871971074482115,
+                1.162147207193799,
+                1.0844411935907712,
+                1.0567242900140779,
+                0.9982258566338452
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 87268,
+    "cert_evals": {
+        "36": 0.4710220992565155,
+        "72": 0.3962065279483795,
+        "108": 0.33403581380844116,
+        "255": 0.1148577407002449
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/plant-texture/fold_3/result.json b/UCI_N6/aol/runs/plant-texture/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad2bc4b1c78d47a507d7923536a45757cda6efcf
--- /dev/null
+++ b/UCI_N6/aol/runs/plant-texture/fold_3/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 97,
+    "best_val_acc": 0.6090534979423868,
+    "test_acc": 0.5585774058577406,
+    "train_size": 400,
+    "val_size": 243,
+    "test_size": 956,
+    "stats": {
+        "mean": [
+            [
+                -0.014342517400000006,
+                -0.010508095700000018,
+                0.020846525499999963,
+                0.0065602567500000954,
+                0.04070300080000023,
+                0.005624379000000016,
+                0.010057827824999985,
+                -0.0016692939999995607,
+                -0.0012298350000000452,
+                0.004113477850000035,
+                -0.006016862100000142,
+                -0.027265562499999736,
+                0.012290107750000214,
+                -0.017597352249999944,
+                -0.05018481082499988,
+                -0.019962193892500257,
+                -0.01139161950000006,
+                -0.022701001150000014,
+                0.0013786910799999214,
+                -0.014646860050000085,
+                -0.015396491325000532,
+                0.008186758999999919,
+                0.04188897099999995,
+                0.029843807999999857,
+                -0.027753020000000236,
+                -0.0005539261349998608,
+                -0.017307911899999966,
+                0.011377426749999739,
+                -0.022145610699999995,
+                0.007566919749999868,
+                -0.027431704249999946,
+                0.042545776999999674,
+                0.052352197149999995,
+                -0.006990049900000131,
+                0.010389971999999801,
+                0.018498143250000078,
+                0.06626066654999992,
+                0.00848889462500006,
+                -0.018184080999999918,
+                0.01926874899999994,
+                -0.03685933877500006,
+                0.0007597582500002853,
+                -0.02537281875000002,
+                0.008902194600000003,
+                0.02412217824999988,
+                0.031126447000000078,
+                0.024641684499999875,
+                0.0029474992500001605,
+                0.005532393600000062,
+                -0.008580874249999974,
+                -0.015919812000000293,
+                -0.00023579924999993536,
+                0.03706109150000009,
+                -0.0008052041249999526,
+                -0.03436781549999974,
+                0.022327436750000006,
+                0.007519205675000007,
+                -0.011987557750000155,
+                0.01592568225000001,
+                0.005316474750000138,
+                -0.0004174132500002535,
+                -0.032213199249999686,
+                -0.031228355999999867,
+                0.02102232000000007
+            ]
+        ],
+        "std": [
+            [
+                0.8692420724813031,
+                0.949763414888491,
+                1.0642544830753824,
+                1.0472839362776507,
+                1.0901344960110089,
+                1.0448532151498395,
+                0.9860966887034024,
+                0.992983631561972,
+                1.0149294022896036,
+                0.9431952484176876,
+                1.0340529605805364,
+                0.9513173925745501,
+                1.0567752587933925,
+                0.9542576532027438,
+                0.7813209238320555,
+                0.9338054729806743,
+                0.9321480764995789,
+                0.8561905534972463,
+                0.9927488431023881,
+                0.9167664054814741,
+                0.9198840727955573,
+                1.0334423218940791,
+                1.0542630877180026,
+                1.0910912930890575,
+                0.9104729281174669,
+                0.940879543920847,
+                0.9516761628090449,
+                1.0514139332592722,
+                0.9431400801236285,
+                1.0295711364901166,
+                0.8800987512468141,
+                1.1173664674104642,
+                1.1433392914474967,
+                0.9617273036124687,
+                1.037564686694581,
+                1.0144405124623135,
+                1.141213336619724,
+                0.9794696310119911,
+                0.9763734610882173,
+                1.0315472144044722,
+                0.937513787219726,
+                0.9989573963275813,
+                0.898086886732961,
+                1.0058174039027852,
+                1.0273289677810482,
+                1.0127412982823678,
+                1.0261552552616107,
+                1.0621741318043578,
+                0.9715566474052263,
+                0.9644661846983199,
+                0.8986136195077067,
+                0.9995526222906947,
+                1.0617704910396841,
+                1.063170800289359,
+                0.9564967404036995,
+                1.2714040020058475,
+                1.0285638690116818,
+                0.9378454050408493,
+                1.0325468321763043,
+                1.0983078969994187,
+                0.916541159688309,
+                1.0160097153090744,
+                0.9197027539366839,
+                1.0261398372506563
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 87268,
+    "cert_evals": {
+        "36": 0.49686190485954285,
+        "72": 0.4278242588043213,
+        "108": 0.3671548068523407,
+        "255": 0.13912133872509003
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/post-operative/fold_0/result.json b/UCI_N6/aol/runs/post-operative/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a02918df5bc8ed09ed1a7eb95e5f459c6177c61
--- /dev/null
+++ b/UCI_N6/aol/runs/post-operative/fold_0/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.3076923076923077,
+    "test_acc": 0.2545454545454545,
+    "train_size": 22,
+    "val_size": 13,
+    "test_size": 55,
+    "stats": {
+        "mean": [
+            [
+                0.2644478181818181,
+                -0.002965454545454521,
+                -0.04423899999999998,
+                0.0652979090909091,
+                -0.09040263636363635,
+                0.12863909090909095,
+                -0.031622818181818196,
+                -0.010754727272727246
+            ]
+        ],
+        "std": [
+            [
+                0.863045425336646,
+                0.9808035281210981,
+                0.9954110000000002,
+                0.8638286631944233,
+                0.9903112638860088,
+                1.0460343032985846,
+                0.9593493232948251,
+                0.6242961991096403
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1283,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/post-operative/fold_1/result.json b/UCI_N6/aol/runs/post-operative/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe2128ee6072233dd54dfca125e9d5c0bcd5235c
--- /dev/null
+++ b/UCI_N6/aol/runs/post-operative/fold_1/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.7777777777777778,
+    "test_acc": 0.68,
+    "train_size": 22,
+    "val_size": 18,
+    "test_size": 50,
+    "stats": {
+        "mean": [
+            [
+                -0.04068454545454543,
+                -0.13643590909090905,
+                -0.22522281818181814,
+                -0.01632572727272733,
+                0.18080527272727273,
+                -0.36753845454545453,
+                -0.4196983636363635,
+                0.03461609090909094
+            ]
+        ],
+        "std": [
+            [
+                0.48245777837997267,
+                1.0509474100388445,
+                0.9788196547256961,
+                1.0356928042306306,
+                0.9778540225386487,
+                0.7579234423290888,
+                0.7652973041426179,
+                0.7599528606329299
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1283,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/post-operative/fold_2/result.json b/UCI_N6/aol/runs/post-operative/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..05e58b1972b0c8febf052c5a4742615442fb6faa
--- /dev/null
+++ b/UCI_N6/aol/runs/post-operative/fold_2/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.2222222222222222,
+    "test_acc": 0.2711864406779661,
+    "train_size": 22,
+    "val_size": 9,
+    "test_size": 59,
+    "stats": {
+        "mean": [
+            [
+                0.035598363636363664,
+                -0.06970068181818179,
+                -0.13473090909090904,
+                -0.17957400000000004,
+                0.18080527272727273,
+                0.29403163636363644,
+                0.03305631818181817,
+                0.034616272727272704
+            ]
+        ],
+        "std": [
+            [
+                0.7964199476848967,
+                1.018669033729904,
+                0.9912891976159546,
+                1.0484797311020457,
+                0.9778540225386487,
+                1.24868633500981,
+                1.0040929058601908,
+                0.5709040666748884
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1283,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/post-operative/fold_3/result.json b/UCI_N6/aol/runs/post-operative/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2c7fddc76ff5fae26af15128b5f0397173f6add0
--- /dev/null
+++ b/UCI_N6/aol/runs/post-operative/fold_3/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.42857142857142855,
+    "test_acc": 0.24074074074074073,
+    "train_size": 22,
+    "val_size": 14,
+    "test_size": 54,
+    "stats": {
+        "mean": [
+            [
+                -0.4221010909090909,
+                0.19724022727272736,
+                0.22723672727272717,
+                -0.016325727272727287,
+                -1.0092936587501423e-17,
+                -0.036753454545454506,
+                -0.16098145454545446,
+                0.41270672727272745
+            ]
+        ],
+        "std": [
+            [
+                0.9311555791372603,
+                0.9366735504705384,
+                0.9576763484720417,
+                1.0356928042306308,
+                0.9944290000000001,
+                0.7579238589268785,
+                0.9505882556493265,
+                0.8002666526517147
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1283,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/primary-tumor/fold_0/result.json b/UCI_N6/aol/runs/primary-tumor/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ac0786f0bbd14ee6270484207c748f4e9c6cb9e
--- /dev/null
+++ b/UCI_N6/aol/runs/primary-tumor/fold_0/result.json
@@ -0,0 +1,64 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.09803921568627451,
+    "test_acc": 0.06598984771573604,
+    "train_size": 82,
+    "val_size": 51,
+    "test_size": 197,
+    "stats": {
+        "mean": [
+            [
+                -0.008010512195121854,
+                0.054444146341463336,
+                0.0366287682926831,
+                0.017473585365853656,
+                0.00994146341463413,
+                0.14699000000000015,
+                0.04866843902439027,
+                -0.06218121951219504,
+                0.01667878048780483,
+                -0.03673495121951217,
+                0.060766390243902485,
+                -0.11804926829268325,
+                0.04384986585365854,
+                -0.04256348780487793,
+                0.026720512195121893,
+                0.09196453658536587,
+                0.04076614634146339
+            ]
+        ],
+        "std": [
+            [
+                0.9284296903454413,
+                0.9827553422472404,
+                0.9950878705168285,
+                1.0173173538014615,
+                0.9933487461181214,
+                1.0,
+                0.962929194381142,
+                1.0381881034205123,
+                0.9899379872265349,
+                1.011517643744964,
+                0.8811077313196498,
+                1.2812447336275181,
+                0.9462003808216405,
+                1.0326718844648832,
+                0.9328296141970309,
+                0.9459362255487258,
+                0.9834201107664913
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 17,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 34,
+    "parameters": 5897,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/primary-tumor/fold_1/result.json b/UCI_N6/aol/runs/primary-tumor/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..564007f468477b0177ec5dafa6432111fda0ff19
--- /dev/null
+++ b/UCI_N6/aol/runs/primary-tumor/fold_1/result.json
@@ -0,0 +1,64 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.1,
+    "test_acc": 0.09090909090909091,
+    "train_size": 82,
+    "val_size": 50,
+    "test_size": 198,
+    "stats": {
+        "mean": [
+            [
+                -0.19990898780487798,
+                -0.06597853658536594,
+                -0.06580686585365814,
+                -0.04826112195121953,
+                0.03728248780487797,
+                0.06248341463414634,
+                -0.06985995121951216,
+                -0.0032160975609755497,
+                -0.06506265853658541,
+                0.09333218292682927,
+                0.06076639024390239,
+                -0.30444282926829297,
+                -0.1407240975609757,
+                -0.13789832926829237,
+                -0.011618548780487929,
+                -0.07208160975609774,
+                0.0923113658536586
+            ]
+        ],
+        "std": [
+            [
+                1.0840763211298148,
+                0.9871722424447865,
+                0.9943340791237609,
+                0.9878070021217906,
+                0.978564253608743,
+                0.7605592682926824,
+                1.0434538299658207,
+                1.0006713020447777,
+                1.0285572185582093,
+                0.9582691142993712,
+                0.8811077313196498,
+                1.4765153864007459,
+                1.1389873689905186,
+                1.0994550266298473,
+                0.9827072417027007,
+                1.0321010371852044,
+                0.961563601529827
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 17,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 34,
+    "parameters": 5897,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/primary-tumor/fold_2/result.json b/UCI_N6/aol/runs/primary-tumor/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9c10b07cb3ee968a758b55125198f92b68c16ea
--- /dev/null
+++ b/UCI_N6/aol/runs/primary-tumor/fold_2/result.json
@@ -0,0 +1,64 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.12,
+    "test_acc": 0.12121212121212122,
+    "train_size": 82,
+    "val_size": 50,
+    "test_size": 198,
+    "stats": {
+        "mean": [
+            [
+                0.05595567073170747,
+                -0.11414758536585423,
+                -0.15360871951219476,
+                0.11138004878048806,
+                0.14664658536585373,
+                -0.022023170731707342,
+                0.04866843902439022,
+                0.11471414634146337,
+                -0.09230980487804882,
+                -0.010721524390243967,
+                -0.13876521951219484,
+                -0.024852487804878247,
+                -0.029979719512195135,
+                -0.13789832926829246,
+                0.02672051219512185,
+                -0.0720816097560979,
+                0.014993536585365865
+            ]
+        ],
+        "std": [
+            [
+                0.8752456105780106,
+                1.0319878972477479,
+                1.020270188955276,
+                0.973373221402528,
+                0.908857763487908,
+                1.068933148158204,
+                0.9629291943811422,
+                0.9096695962820129,
+                1.0396848408746504,
+                1.0024455533701155,
+                1.2137033994344781,
+                1.1602914885292481,
+                1.031634721498422,
+                1.0994550266298473,
+                0.9328296141970309,
+                1.0321010371852055,
+                0.9931654994287419
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 17,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 34,
+    "parameters": 5897,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/primary-tumor/fold_3/result.json b/UCI_N6/aol/runs/primary-tumor/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c11135bf0e6ef624c175a88b86e928f5c4dc5f70
--- /dev/null
+++ b/UCI_N6/aol/runs/primary-tumor/fold_3/result.json
@@ -0,0 +1,64 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.08333333333333333,
+    "test_acc": 0.0660377358490566,
+    "train_size": 82,
+    "val_size": 36,
+    "test_size": 212,
+    "stats": {
+        "mean": [
+            [
+                0.03463378048780499,
+                0.006275073170731583,
+                0.007361365853658851,
+                -0.05765181707317083,
+                0.06462351219512194,
+                0.062483414634146285,
+                0.04866843902439023,
+                0.17367926829268246,
+                0.043925926829268234,
+                -0.03673495121951222,
+                0.010883487804878128,
+                0.06834443902439019,
+                -0.029979719512194993,
+                0.11632791463414643,
+                0.026720512195121806,
+                0.06462351219512184,
+                0.14385658536585347
+            ]
+        ],
+        "std": [
+            [
+                0.9863628325148939,
+                0.9862904448213375,
+                0.9415700081720351,
+                0.9778925433614022,
+                0.9627768184983537,
+                0.7605592682926826,
+                0.962929194381142,
+                0.8544857970801263,
+                0.9752042587005816,
+                1.0115176437449636,
+                0.9787732234590277,
+                0.8230916787799415,
+                1.031634721498422,
+                0.888087814072915,
+                0.9328296141970309,
+                0.9627768184983537,
+                0.9363654126487833
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 17,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 34,
+    "parameters": 5897,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ringnorm/fold_0/result.json b/UCI_N6/aol/runs/ringnorm/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b076119166f71ed01efc6e0cdd2bb96a4e4ec0f
--- /dev/null
+++ b/UCI_N6/aol/runs/ringnorm/fold_0/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.9609582963620231,
+    "test_acc": 0.9489034591905946,
+    "train_size": 1850,
+    "val_size": 1127,
+    "test_size": 4423,
+    "stats": {
+        "mean": [
+            [
+                -0.0014913630590810715,
+                -0.0002028115945945495,
+                -0.003624673004864866,
+                0.030743673347964937,
+                -0.0034106684216216178,
+                -0.004585295625405408,
+                -0.007129368502702696,
+                0.02503018201621619,
+                -0.009548345086486483,
+                -0.023094663821621602,
+                0.024392343743783677,
+                -0.022385221852432413,
+                -0.011269039536756825,
+                0.006084699226486499,
+                -0.002144298956756773,
+                0.012506844875783789,
+                -0.00058454836702704,
+                0.03584240386432444,
+                -0.012133667589189186,
+                0.004316507892972984
+            ]
+        ],
+        "std": [
+            [
+                0.9784283387930162,
+                0.9905460412687422,
+                1.0065390278100863,
+                0.9927153916321547,
+                0.9735595969809379,
+                0.9917492622308341,
+                1.021226537005995,
+                0.984043931354316,
+                1.0020439489201134,
+                1.0140676776467927,
+                1.01390897497898,
+                1.0144771852122418,
+                1.0088742566237001,
+                1.0031650144538549,
+                0.9957376523551107,
+                1.004052473854246,
+                1.0009632837253672,
+                1.0136956725096684,
+                1.0117437667654883,
+                0.9896482611831617
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 7482,
+    "cert_evals": {
+        "36": 0.9149898290634155,
+        "72": 0.8688673377037048,
+        "108": 0.7895094156265259,
+        "255": 0.2907528877258301
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ringnorm/fold_1/result.json b/UCI_N6/aol/runs/ringnorm/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3bba09c69fdea582753fcc14cf220cf3acd5d38b
--- /dev/null
+++ b/UCI_N6/aol/runs/ringnorm/fold_1/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.9476102941176471,
+    "test_acc": 0.948005378753922,
+    "train_size": 1850,
+    "val_size": 1088,
+    "test_size": 4462,
+    "stats": {
+        "mean": [
+            [
+                -0.008131689650810797,
+                -0.002498043243243252,
+                -0.023727151785405413,
+                -0.03585440558918916,
+                -0.0003934882972973119,
+                0.0225867714875676,
+                0.033729259347567535,
+                0.04028018498378375,
+                -0.011526702379459474,
+                0.005509034924324315,
+                -0.0036079329924324473,
+                -0.010609778086486462,
+                -0.04445419758486492,
+                -0.019035246131351363,
+                -0.023686496141621632,
+                -0.004599276812324327,
+                -0.01283934108918918,
+                -0.017065241494054067,
+                0.0003217353513513623,
+                0.0033787389697297146
+            ]
+        ],
+        "std": [
+            [
+                1.022177893241832,
+                0.9975248053566046,
+                1.0196388744846618,
+                1.0221479866384073,
+                0.9970357977944808,
+                1.0307981420348893,
+                0.9773560353822935,
+                0.9781176224444603,
+                1.0106652173823045,
+                0.9892263924920568,
+                1.0047809286897451,
+                0.9927926966385846,
+                0.9948403657240741,
+                1.008299177644683,
+                0.986103425256104,
+                1.0040901235563537,
+                1.0207243055267705,
+                0.9859651487873408,
+                1.0109851150234057,
+                1.0209172013335133
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 7482,
+    "cert_evals": {
+        "36": 0.9155087471008301,
+        "72": 0.8608247637748718,
+        "108": 0.7902286052703857,
+        "255": 0.32115644216537476
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ringnorm/fold_2/result.json b/UCI_N6/aol/runs/ringnorm/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..450c951572e7c156020e8f3b830a0cd791e3f12f
--- /dev/null
+++ b/UCI_N6/aol/runs/ringnorm/fold_2/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 27,
+    "best_val_acc": 0.9506976744186046,
+    "test_acc": 0.9519553072625698,
+    "train_size": 1850,
+    "val_size": 1075,
+    "test_size": 4475,
+    "stats": {
+        "mean": [
+            [
+                0.02891295190162165,
+                0.03068944431891898,
+                -0.019467257363783776,
+                -0.009042827307170279,
+                0.0023045943172973027,
+                0.03461760786972972,
+                -0.013958165583783782,
+                -0.0037264931027027265,
+                0.004122639091891881,
+                0.008077664260864866,
+                0.00500549670162161,
+                0.05230572106145954,
+                0.00560352195189189,
+                -0.0038027441356756407,
+                -0.006340691426324323,
+                -0.017875234487027075,
+                -0.009974290385945996,
+                0.031068824466486403,
+                -0.018748794218378367,
+                0.005651800251891893
+            ]
+        ],
+        "std": [
+            [
+                0.9932694884617136,
+                1.0072036987514652,
+                0.9893573161360424,
+                0.9958218951278952,
+                1.0085886667535657,
+                0.9790791907975733,
+                0.9983260051236463,
+                0.9947362590919102,
+                1.006364157341519,
+                1.0005095470798928,
+                0.9832199273034367,
+                0.9689205473346516,
+                1.0001853849462015,
+                1.033775512614162,
+                1.0032724243458653,
+                0.9853254002831421,
+                1.0043894835352993,
+                1.0395476633542529,
+                0.9896749630098167,
+                0.9691966087764504
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 7482,
+    "cert_evals": {
+        "36": 0.9202234745025635,
+        "72": 0.8708379864692688,
+        "108": 0.8096089363098145,
+        "255": 0.348379909992218
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/ringnorm/fold_3/result.json b/UCI_N6/aol/runs/ringnorm/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..74373dc9c12c43e2338cd43c923d5245dedff898
--- /dev/null
+++ b/UCI_N6/aol/runs/ringnorm/fold_3/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.9488372093023256,
+    "test_acc": 0.9461452513966481,
+    "train_size": 1850,
+    "val_size": 1075,
+    "test_size": 4475,
+    "stats": {
+        "mean": [
+            [
+                0.02046777164864863,
+                0.0021980356432432023,
+                0.004059637980540555,
+                -0.009342822182702694,
+                0.002387918376162144,
+                0.030360256719999965,
+                -0.015382828059459445,
+                -0.018204245005945925,
+                -0.025843862712432407,
+                0.027745209016216188,
+                0.004481657689729722,
+                0.026131714623621623,
+                0.022636812074594607,
+                0.014200627510810747,
+                -0.0033628461978918974,
+                -0.017424993537297307,
+                0.02008856371405403,
+                -0.012326211236756734,
+                -0.005294278313513533,
+                -0.011560347406486508
+            ]
+        ],
+        "std": [
+            [
+                1.003862152326972,
+                1.0116328206717198,
+                0.9982327875050149,
+                1.0058161542849646,
+                0.9897416118790039,
+                0.97887136461081,
+                0.9958939467129719,
+                1.025014828335411,
+                1.0096954961376094,
+                1.0002821071815167,
+                0.9846740927254561,
+                0.9871728584855372,
+                0.988810619026956,
+                0.9866476352820501,
+                0.9798465412109066,
+                1.0074699501447237,
+                0.9933722458992488,
+                0.9892672826168423,
+                1.0089595701990006,
+                1.0171370551906491
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 7482,
+    "cert_evals": {
+        "36": 0.9137430191040039,
+        "72": 0.8598883152008057,
+        "108": 0.783463716506958,
+        "255": 0.2940782308578491
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/seeds/fold_0/result.json b/UCI_N6/aol/runs/seeds/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa304a399a16861884ad28bb36dd0dd13c661d97
--- /dev/null
+++ b/UCI_N6/aol/runs/seeds/fold_0/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.5333333333333333,
+    "test_acc": 0.609375,
+    "train_size": 52,
+    "val_size": 30,
+    "test_size": 128,
+    "stats": {
+        "mean": [
+            [
+                -0.07865740384615384,
+                -0.09929158269230767,
+                0.10740706153846159,
+                -0.11327312326923078,
+                -0.054041704038461535,
+                0.11302156807692312,
+                -0.12860311538461539
+            ]
+        ],
+        "std": [
+            [
+                0.9776589269685166,
+                1.0102414254274936,
+                0.8380902928078587,
+                1.0256407102447727,
+                0.9263919424516689,
+                1.0662347835422732,
+                0.9877327834391749
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 997,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/seeds/fold_1/result.json b/UCI_N6/aol/runs/seeds/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..539bd9769ad6b6b2b04b83a2ac0985686b8237c1
--- /dev/null
+++ b/UCI_N6/aol/runs/seeds/fold_1/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.42105263157894735,
+    "test_acc": 0.30833333333333335,
+    "train_size": 52,
+    "val_size": 38,
+    "test_size": 120,
+    "stats": {
+        "mean": [
+            [
+                0.058945873076923054,
+                0.058565444230769224,
+                0.07005121538461541,
+                0.06763472500000012,
+                0.047836257499999944,
+                -0.05406976365384615,
+                0.04528192692307701
+            ]
+        ],
+        "std": [
+            [
+                0.9708842177474521,
+                0.9848353623619012,
+                0.8161306877633503,
+                0.9973740833983674,
+                0.9401704976733031,
+                0.9044940579464946,
+                1.002197108725799
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 997,
+    "cert_evals": {
+        "36": 0.3083333373069763,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/seeds/fold_2/result.json b/UCI_N6/aol/runs/seeds/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e05e1da49f20a504600bb50dced5d4a09e63d39b
--- /dev/null
+++ b/UCI_N6/aol/runs/seeds/fold_2/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.2647058823529412,
+    "test_acc": 0.3548387096774194,
+    "train_size": 52,
+    "val_size": 34,
+    "test_size": 124,
+    "stats": {
+        "mean": [
+            [
+                -0.033384901923076866,
+                -0.0331742116538462,
+                -0.031110369230769246,
+                -0.035362980769230695,
+                -0.03749499615384611,
+                -0.05436379423076917,
+                -0.022526719230769286
+            ]
+        ],
+        "std": [
+            [
+                0.9921027190305836,
+                0.9758756553777916,
+                1.131396588661939,
+                0.9525393107723146,
+                1.031011005759497,
+                0.9529339051548767,
+                0.9671977555675655
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 997,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/seeds/fold_3/result.json b/UCI_N6/aol/runs/seeds/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..67d7d0f5a4d9eef8487b859603e2f07dab997905
--- /dev/null
+++ b/UCI_N6/aol/runs/seeds/fold_3/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.7647058823529411,
+    "test_acc": 0.5161290322580645,
+    "train_size": 52,
+    "val_size": 34,
+    "test_size": 124,
+    "stats": {
+        "mean": [
+            [
+                -0.01415203269230775,
+                0.0027556519230769717,
+                -0.08995134999999999,
+                0.03169613269230778,
+                -0.04915413269230773,
+                0.020229542307692343,
+                -0.026400719230769202
+            ]
+        ],
+        "std": [
+            [
+                0.968562549022194,
+                0.987659685020645,
+                0.896948829634495,
+                0.9880022117491448,
+                0.9355234042408067,
+                1.095434168498032,
+                1.0069225875711127
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 997,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/semeion/fold_0/result.json b/UCI_N6/aol/runs/semeion/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec7b558144029bd315a47bd2e5b79f6b885b0386
--- /dev/null
+++ b/UCI_N6/aol/runs/semeion/fold_0/result.json
@@ -0,0 +1,542 @@
+{
+    "best_epoch": 61,
+    "best_val_acc": 0.8587786259541985,
+    "test_acc": 0.8488745980707395,
+    "train_size": 398,
+    "val_size": 262,
+    "test_size": 933,
+    "stats": {
+        "mean": [
+            [
+                0.042952336683416886,
+                0.08904046231155748,
+                0.07781711306532647,
+                0.04420791457286419,
+                0.023773748743718452,
+                0.030800670854271264,
+                0.05355933668341719,
+                0.03393323618090457,
+                0.027005577889447012,
+                -0.020098884422110736,
+                -0.038558869346733554,
+                -0.02876319095477392,
+                -0.035930085427135716,
+                -0.005666462311557859,
+                -0.03678980402010061,
+                -0.02540032914572887,
+                0.07164423115577907,
+                0.10856828643216102,
+                0.016988085427135702,
+                0.008401615577889203,
+                0.058609482412060376,
+                0.009480130653266463,
+                0.017019934673366894,
+                0.018380477386934664,
+                -0.03487012562814079,
+                -0.04757404020100504,
+                -0.03736131909547739,
+                -0.015900620603015,
+                -0.02739998994974887,
+                0.02467418090452264,
+                0.0249909623115577,
+                -0.0428204346733669,
+                0.09282983919598005,
+                0.0839422261306534,
+                0.045602110552763954,
+                -0.0022594874371859885,
+                0.03105556030150764,
+                0.038234974874371906,
+                0.05212423115577904,
+                -0.0418055175879393,
+                0.007379648241206374,
+                -0.0123181708542711,
+                0.03084452261306535,
+                -0.015929640703517652,
+                -0.032517437185929664,
+                -0.042322022613065426,
+                0.012141331658292034,
+                -0.0381711532663317,
+                0.08658839698492467,
+                0.048203969849246485,
+                -0.04225107537688428,
+                -0.025943195979899407,
+                -0.0023844723618089915,
+                0.036030047738693574,
+                0.019591012562814026,
+                -0.00906672110552767,
+                0.05304341708542693,
+                0.04683804020100484,
+                0.011912374371859305,
+                0.007315894472361927,
+                -0.09851672361809082,
+                -0.03642700000000022,
+                -0.020734497487437303,
+                0.031377703517588146,
+                0.06271911809045175,
+                0.00858300502512564,
+                -0.03295607788944731,
+                -0.05819111557788897,
+                0.0045722713567837555,
+                0.0003809296482409935,
+                -0.02592891959799003,
+                0.02250984924623118,
+                0.04199087437185916,
+                0.015708170854271196,
+                -0.026958037688442335,
+                -0.06993793467336694,
+                -0.06541721608040225,
+                -0.06384432160804038,
+                0.007286145728643622,
+                0.030955864321607733,
+                0.027522726130653326,
+                0.036648336683416785,
+                -0.002193748743718662,
+                0.012495773869346763,
+                -0.009007914572864381,
+                -0.0036712160804018216,
+                0.058828603015075205,
+                0.0316613417085427,
+                0.007075424623115544,
+                -0.04322718592964837,
+                -0.06008731155778924,
+                -0.04533076381909549,
+                -0.022957175879396944,
+                -0.0168389145728642,
+                0.025421821608039852,
+                0.02792173869346751,
+                -0.07432091959799038,
+                0.013624623115577675,
+                -0.034945268844221195,
+                0.02665020100502518,
+                0.03429036180904528,
+                0.052019472361808976,
+                0.05586435175879404,
+                -0.01356301507537669,
+                -0.016037165829145907,
+                -0.03266601758794015,
+                -0.04719567587939709,
+                -0.00748582412060346,
+                0.004539849246231048,
+                0.021088369346733554,
+                -0.011933391959799155,
+                -0.015972572864321154,
+                -0.03545065829145717,
+                -0.037793592964824145,
+                -0.044449964824120315,
+                0.029925321608040113,
+                0.06288003015075373,
+                0.08463542713567856,
+                0.02237871859296501,
+                0.006899319095477609,
+                0.01449656281407041,
+                0.000527683417085827,
+                0.03920230150753784,
+                0.01104597989949731,
+                -0.025606010050250903,
+                0.009040170854271303,
+                -0.005590462311557578,
+                -0.01597257286432165,
+                -0.028310065326633178,
+                -0.028887447236180964,
+                -0.0659081507537687,
+                -0.02844676884422169,
+                -0.023109949748743735,
+                0.032979929648241244,
+                0.004363246231154997,
+                0.04131952261306578,
+                0.0639989572864323,
+                0.0895776356783918,
+                0.08333377889447266,
+                0.004363924623115477,
+                0.04033003768844212,
+                0.0043767613065326776,
+                -0.026182336683417056,
+                0.005207839195979919,
+                -0.04224544723618088,
+                -0.02382967085427132,
+                -0.07914226130653301,
+                -0.06476556532663379,
+                -0.0037090954773871154,
+                0.03603720603015092,
+                -0.011745665829145997,
+                0.009745507537688426,
+                0.03452877889447241,
+                0.05641689698492448,
+                0.058819748743718606,
+                0.0017769246231155048,
+                0.05289571608040145,
+                0.020843309045226126,
+                -0.026537417085427038,
+                -0.027443012562814097,
+                -0.037861175879396816,
+                -0.009719047738693285,
+                -0.014178577889447092,
+                -0.013634623115577697,
+                0.011744346733668245,
+                -0.06803158291457227,
+                -0.052816281407034815,
+                -0.03685464572864351,
+                -0.015264748743718476,
+                -0.02556971608040183,
+                -0.01646636934673348,
+                0.023691919597990285,
+                0.08278233165829174,
+                0.00689019346733639,
+                -0.011008341708542625,
+                0.006246170854271169,
+                -0.04551160301507559,
+                -0.01852485427135688,
+                -0.016720412060301414,
+                -0.006744517587939658,
+                -0.020554698492462387,
+                0.0033862311557788963,
+                -0.013512402010050132,
+                0.030196592964824073,
+                0.053002623115577296,
+                0.029924190954773895,
+                0.010655278894472263,
+                -0.025002311557788908,
+                0.005749233668341486,
+                -0.017590547738693327,
+                -0.0046878693467337276,
+                -0.025057909547738694,
+                -0.025841457286432157,
+                0.014470603015075412,
+                -0.028042884422110625,
+                -0.026089296482412073,
+                -0.011480763819095607,
+                -0.03543923115577921,
+                -0.012104502512562777,
+                0.033738502512562836,
+                0.06796942713567744,
+                0.030141675879396694,
+                -0.07938337688442194,
+                -0.10993767839195982,
+                -0.08592113567839203,
+                -0.02513346733668336,
+                0.02942003768844198,
+                0.016245618090452357,
+                -0.027027889447236178,
+                -0.04646055778894485,
+                -0.05783185678391942,
+                0.003077424623115391,
+                0.001774763819095415,
+                0.02235859296482412,
+                0.046390603015075665,
+                0.07475743718592887,
+                0.0031286934673366894,
+                -0.10202691457286422,
+                -0.15626765326633196,
+                -0.15922729145728687,
+                -0.027267879396984968,
+                0.010767738693467357,
+                0.06725591457286462,
+                0.03289026633165819,
+                -0.05212582914572871,
+                -0.07667999246231152,
+                -0.106186944723618,
+                -0.05246548743718603,
+                -0.04017505527638196,
+                0.01756687437185917,
+                0.01388585929648225,
+                -0.0017839547738693002,
+                -0.019856271356783726,
+                -0.037364902010050265,
+                -0.05228199748743718,
+                0.005632914572864403,
+                0.04385109547738676,
+                0.07341574120603038,
+                0.0661586381909549,
+                -0.010089979899497585,
+                -0.018135623115577832,
+                -0.016660778894472178,
+                -0.054114793969849306,
+                -0.03197704522613057,
+                -0.014875979899497477,
+                0.0030890326633166588,
+                0.0005838040201005258,
+                -0.012102854271356855,
+                0.06015804020100524,
+                0.03463156281407019,
+                0.058009472361808555,
+                0.0446316331658288,
+                0.0002885954773868734,
+                -0.0071491407035177675,
+                -0.019207316582914656,
+                0.03504411055276377
+            ]
+        ],
+        "std": [
+            [
+                1.0563097554831,
+                1.0780957512893903,
+                1.0452812422000708,
+                1.017690638492427,
+                1.0052440697335492,
+                1.001399326721192,
+                0.9943611635248776,
+                0.9929612277732924,
+                0.9913927954434718,
+                1.0053448775578797,
+                1.0107048900784519,
+                1.0054061730470043,
+                1.0028699621408272,
+                0.9995583413505211,
+                0.9908593466765735,
+                0.9853542136542434,
+                1.0705845251257127,
+                1.0662779250282277,
+                1.0073168970262103,
+                1.0024787753418176,
+                1.0119304591198905,
+                1.0015280003985942,
+                1.0018124775575221,
+                1.0027574917083557,
+                0.9948097176804833,
+                0.9923519865939135,
+                0.9947029572529067,
+                0.9975568639854349,
+                0.9951782326467599,
+                1.0031187267852708,
+                1.0051393922435368,
+                0.9711219802777251,
+                1.0817185838320085,
+                1.0424648712408837,
+                1.0182936561607598,
+                0.9988131715298316,
+                1.0100389974395088,
+                1.0139507799801692,
+                1.0198550521351346,
+                0.97749433095435,
+                1.0032558897416382,
+                0.9932725134057337,
+                1.013388153002777,
+                0.992842992738858,
+                0.9886564261302372,
+                0.9877708685493644,
+                1.002648114792108,
+                0.9747606061850567,
+                1.0747816119657112,
+                1.02255888174825,
+                0.9796743045806331,
+                0.9871350747933134,
+                0.9985485116873231,
+                1.0182554602963436,
+                1.0116426528399904,
+                0.9928963782396165,
+                1.0328245805209502,
+                1.028752519230958,
+                1.0063396812352823,
+                1.0030257612563318,
+                0.9538014614932016,
+                0.9874092532167232,
+                0.9925147054908431,
+                1.0217704776560097,
+                1.0429986387634673,
+                1.003221409383544,
+                0.9871161786807092,
+                0.9731000264043922,
+                1.0018596893583598,
+                0.9998848837132579,
+                0.9838376395078868,
+                1.0132854070395554,
+                1.0217847466795487,
+                1.0070449497421416,
+                0.9875771901975943,
+                0.9687095163481707,
+                0.9722544188400668,
+                0.9736748724392092,
+                1.002916353992525,
+                1.0272314038286867,
+                1.0175371205727017,
+                1.0126645847614397,
+                0.998955451392166,
+                1.004243498099933,
+                0.9961238320171252,
+                0.9981311657855426,
+                1.0219513419744302,
+                1.0121545944257246,
+                1.0020340690091334,
+                0.9842453448395471,
+                0.9788060413943263,
+                0.9810097805258174,
+                0.9891626357910038,
+                0.9902166181537699,
+                1.0148948382390708,
+                1.028918636127175,
+                0.9511980135419595,
+                1.003861802009821,
+                0.9884969480698704,
+                1.0071337781982594,
+                1.008265380409389,
+                1.0101011443230787,
+                1.0106821329347353,
+                0.9969256666173059,
+                0.9967866423549481,
+                0.9931894679821107,
+                0.9875817203374175,
+                0.997173617790909,
+                1.001723029579845,
+                1.0125751464485413,
+                0.9912331141505772,
+                0.9829645856272501,
+                0.9793767425495771,
+                0.9867539831463441,
+                0.9841093178180385,
+                1.0103484071725306,
+                1.0191860749351354,
+                1.0221675875431637,
+                1.0044195246237828,
+                1.0008342681651312,
+                1.001627138412346,
+                0.9997772095897719,
+                1.0081078939034254,
+                1.003310560327655,
+                0.9881623645836118,
+                1.0047875054511681,
+                0.9961421301729743,
+                0.9829645856272511,
+                0.9869920158115834,
+                0.9937316253503987,
+                0.9793377827744155,
+                0.9904754389720483,
+                0.9925397869122989,
+                1.0079161666418393,
+                1.0006599864175547,
+                1.0059991425953247,
+                1.0069100585561557,
+                1.0100296780570686,
+                1.0103236310080053,
+                1.0006392870463336,
+                1.0075172047508214,
+                1.0007852286664525,
+                0.9900807435463777,
+                1.004024989821359,
+                0.9835365256139716,
+                0.9945808044935542,
+                0.9691682679807009,
+                0.96674874592973,
+                0.9980415205638171,
+                1.0146475059616948,
+                0.9949143848564165,
+                1.0029906462271676,
+                1.0092866189920002,
+                1.0179588242197937,
+                1.0178009772928769,
+                1.0002181457107617,
+                1.008080645940541,
+                1.0024397087121901,
+                0.9933173510271756,
+                0.979532808786883,
+                0.9865060572780482,
+                0.9977415269762818,
+                0.9946445941177685,
+                0.9927935684967815,
+                1.0058109822326597,
+                0.9600947752163551,
+                0.96839132111533,
+                0.9786069630651635,
+                0.991429793512298,
+                0.984865660959036,
+                0.991272639453808,
+                1.0096533608655676,
+                1.0197900633557413,
+                1.000689387806265,
+                0.997433042533609,
+                1.003492294968093,
+                0.9845806330338616,
+                0.9966488938063878,
+                0.9940656012175009,
+                0.9960501295471854,
+                0.9861802001739265,
+                1.0020303578560832,
+                0.9900047845237433,
+                1.0217532005343193,
+                1.0359244307293263,
+                1.0209897301141686,
+                1.0061223937153252,
+                0.9865088395902182,
+                1.0015893626764498,
+                0.9952846796435972,
+                0.998505053609909,
+                0.9830838889803715,
+                0.9912812278008364,
+                1.0013260724779938,
+                0.9920474470886185,
+                0.986699951491271,
+                0.9924575926179362,
+                0.9728376598101992,
+                0.9907682549659087,
+                1.025076872660426,
+                1.0411907333948913,
+                1.018295470960672,
+                0.9565632778298347,
+                0.9500274157105609,
+                0.9755944720993126,
+                0.9941828603605654,
+                1.0084492238238705,
+                1.012173917495229,
+                0.9873637546749423,
+                0.9915215887443988,
+                0.9895629283115104,
+                1.000389392831378,
+                1.0002897764695722,
+                1.009216837413109,
+                1.0207204122961515,
+                1.0300273492943937,
+                1.0009253171711008,
+                0.9578388667517177,
+                0.9464920214014784,
+                0.9560486423104471,
+                0.9960505224694267,
+                1.001839403738359,
+                1.0292507570404104,
+                1.032844527725739,
+                0.9670637057290374,
+                0.9795327684867063,
+                0.990873804709991,
+                1.0050346356911726,
+                1.0066384733685902,
+                0.9953856475823458,
+                0.9956398623489264,
+                1.0001306439998972,
+                1.004180675810961,
+                1.0045488952963422,
+                1.0031559055765875,
+                0.9998417518500189,
+                1.006215000354876,
+                1.0258626825494845,
+                1.042692556346792,
+                0.9864205332461236,
+                0.9760435492162586,
+                0.9843487751495544,
+                0.9645133054191944,
+                0.9864637647341462,
+                0.9965084374804701,
+                1.000034736592101,
+                0.9997322633620359,
+                0.9981023381080815,
+                1.0063573537400703,
+                1.009704938325987,
+                1.0267732677147232,
+                1.029166926292455,
+                0.9999357967957346,
+                0.9919070208357084,
+                0.9723136941246707,
+                1.0773934238154859
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 256,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 512,
+    "parameters": 1187338,
+    "cert_evals": {
+        "36": 0.8231511116027832,
+        "72": 0.7952839732170105,
+        "108": 0.759914219379425,
+        "255": 0.5637727379798889
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/semeion/fold_1/result.json b/UCI_N6/aol/runs/semeion/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f7ee75ff5cddada4e4719e83aed6eef4da15ee7
--- /dev/null
+++ b/UCI_N6/aol/runs/semeion/fold_1/result.json
@@ -0,0 +1,542 @@
+{
+    "best_epoch": 54,
+    "best_val_acc": 0.8942307692307693,
+    "test_acc": 0.8814589665653495,
+    "train_size": 398,
+    "val_size": 208,
+    "test_size": 987,
+    "stats": {
+        "mean": [
+            [
+                -0.025444005025125734,
+                0.012452298994974662,
+                -0.01753376130653282,
+                -0.010535125628140796,
+                -0.027963286432161016,
+                -0.04474275879396973,
+                -0.001844291457286734,
+                -0.03242843216080438,
+                -0.04103420100502541,
+                -0.04103420100502534,
+                -0.07008529648241217,
+                -0.0339002412060303,
+                0.004486437185929683,
+                0.034529477386934605,
+                0.05066186934673367,
+                0.03759841206030118,
+                -0.016225437185929562,
+                -0.007291756281406924,
+                -0.021709919597990002,
+                -0.07642158040201036,
+                -0.018874525125628004,
+                0.024846484924623234,
+                0.006883537688442274,
+                0.018380477386934792,
+                -0.06017425879397,
+                -0.10329628140703531,
+                -0.07275537688442205,
+                -0.08172246231155769,
+                -0.03756016080402036,
+                0.024674180904522443,
+                0.09202141206030141,
+                0.07625499246231132,
+                0.008998351758794185,
+                -0.025569716080401903,
+                -0.031083557788944435,
+                -0.013027306532663414,
+                0.06831865326633176,
+                0.011230351758794001,
+                0.008583005025125642,
+                -0.02492873869346735,
+                -0.048525276381909295,
+                -0.07442176633165802,
+                -0.0577207035175878,
+                -0.037725047738693514,
+                -0.011412814070351763,
+                0.030323379396984762,
+                0.0794642814070353,
+                0.0803478919597987,
+                -0.030803266331658172,
+                -0.04180551758793927,
+                0.0072861457286432126,
+                0.02951733165829129,
+                -0.0357700402010056,
+                -0.026724758793969693,
+                -0.03369344221105539,
+                -0.04033939698492487,
+                -0.061404133165829336,
+                -0.08515770351758864,
+                -0.07468530150753767,
+                -0.04247025125628165,
+                0.009911819095477373,
+                -0.010079500000000168,
+                0.09049717336683409,
+                0.07485990954773888,
+                -0.012162479899497832,
+                0.008583005025125627,
+                0.03651040201005023,
+                0.05084868341708568,
+                -0.03440337688442217,
+                -0.07894947236180942,
+                -0.0551369346733669,
+                -0.024766954773869324,
+                -0.0785643743718595,
+                -0.039971326633166,
+                -0.05980386180904579,
+                -0.004987391959798957,
+                0.02596786432160804,
+                0.0004355778894470852,
+                0.04031095979899518,
+                0.058227160804019816,
+                0.015439334170854316,
+                0.031283635678391784,
+                -0.0074858241206030764,
+                -0.025019600502512448,
+                -0.07371595477387047,
+                -0.04183514572864274,
+                -0.04984044221105505,
+                0.004494080402009928,
+                0.012374522613065268,
+                -0.01675520100502508,
+                -0.012701067839196296,
+                -0.023795125628140783,
+                -0.006465022613065289,
+                -0.028311256281406898,
+                0.03132067839195961,
+                0.057442422110552685,
+                -0.004038336683417221,
+                -0.0021707914572866695,
+                -0.03494526884422048,
+                -0.11471745728643258,
+                -0.08534165326633134,
+                -0.0046484924623118595,
+                0.01981357788944731,
+                0.012034547738693521,
+                0.004354311557789168,
+                -0.0020305150753769405,
+                -0.011102356783919673,
+                -0.007485824120603068,
+                -0.00648208040201015,
+                0.0033105125628139992,
+                0.04936957286432154,
+                -0.0015483718592965048,
+                -0.029718994974874256,
+                -0.037793592964824124,
+                -0.08143026130653215,
+                -0.10412455276381975,
+                -0.05401591959799001,
+                -0.004798241206030193,
+                0.001790125628140894,
+                0.017090580402010242,
+                0.004349567839195903,
+                0.0464185025125627,
+                0.028880633165829263,
+                -0.004844258793969922,
+                0.029169467336683533,
+                0.061084185929648475,
+                0.03596850251256268,
+                0.020087929648241395,
+                -0.039252185929648235,
+                -0.02888744723618094,
+                -0.07632192462311543,
+                -0.05998593467336719,
+                -0.012630180904522599,
+                -0.019015974874371653,
+                -0.00593697487437267,
+                -0.00457129648241148,
+                0.07415152512562821,
+                0.03869630402010022,
+                0.02728184170854277,
+                -0.021357155778894528,
+                -0.0007776005025125215,
+                0.019922994974874386,
+                0.016423954773869348,
+                -0.014452487437185874,
+                -0.004894432160803889,
+                -0.01870493969849258,
+                -0.04199864321608045,
+                -0.014851090452261283,
+                0.07316085929648249,
+                0.08536457788944737,
+                0.11267560804020099,
+                0.06288003015075369,
+                0.07644785427135675,
+                0.03509371105527622,
+                0.048207286432160684,
+                0.001776924623115508,
+                0.032457595477386816,
+                0.07158755527638183,
+                -0.016237195979899414,
+                -0.0336133668341709,
+                -0.04314636683417066,
+                -0.05578319597989929,
+                -0.10459047236180906,
+                0.003194804020100766,
+                0.0685779899497486,
+                0.02317846733668342,
+                0.021932281407035317,
+                0.02614409547738687,
+                -0.003889462311557614,
+                0.020540575376884435,
+                -0.044554623115577605,
+                -0.04203865326633149,
+                0.06187867336683395,
+                0.04752313819095463,
+                -0.04686316834170835,
+                -0.04679553266331694,
+                -0.024493984924623322,
+                -0.01852485427135685,
+                -0.016720412060301434,
+                0.01604057788944729,
+                0.009299409547738608,
+                0.0033862311557789544,
+                0.02953875879397003,
+                0.023905276381909438,
+                0.03440919597989908,
+                0.017458256281406695,
+                -0.018785663316582903,
+                -0.008077185929648255,
+                0.04812320351758792,
+                0.05475012562814082,
+                -0.0357499145728643,
+                -0.03103446231155784,
+                0.021505778894472378,
+                -0.015889653266331783,
+                0.013454844221105499,
+                0.0017875879396984156,
+                0.012179376884421975,
+                -0.01678287185929663,
+                -0.00589275879396984,
+                -0.004469753768844167,
+                0.0018416281407035852,
+                0.04801996482412023,
+                -0.006607417085426772,
+                0.01927615075376883,
+                -0.013691266331658422,
+                0.005638994974874419,
+                -0.02323134422110586,
+                -0.015634231155779235,
+                0.02235859296482414,
+                0.004349969849246065,
+                -0.057831856783919514,
+                -0.10517045226130767,
+                -0.01945968844221099,
+                0.027845979899497508,
+                0.03523984924623154,
+                0.058234824120602026,
+                0.04097556532663358,
+                0.04702545728643234,
+                -0.026715706030150742,
+                -0.056987793969849404,
+                0.0030878542713568703,
+                -0.055905929648241134,
+                -0.016319035175879428,
+                0.01113210301507554,
+                0.05284130653266339,
+                0.04167066834170896,
+                0.004379306532663385,
+                -0.027141316582914445,
+                -0.03505809045226166,
+                -0.06500647236180847,
+                -0.07488839698492449,
+                -0.06392821608040328,
+                -0.030181115577889023,
+                -0.01196931155778885,
+                -0.09264249999999949,
+                -0.07980767587939623,
+                -0.06318036432160816,
+                -0.013091394472361883,
+                0.02329241457286456,
+                -0.01008997989949755,
+                -0.009979238693467495,
+                0.0307693567839191,
+                0.07542535175879414,
+                0.03283405025125624,
+                0.015896482412060334,
+                -0.06264278894472358,
+                -0.04979732663316539,
+                -0.032352462311557695,
+                -0.031164914572864088,
+                -0.002164130653266925,
+                -0.015071595477387092,
+                -0.028697351758794065,
+                0.013561917085426976,
+                0.03722015075376866,
+                0.006671256281406974,
+                0.009651467336683284
+            ]
+        ],
+        "std": [
+            [
+                0.9636741758313841,
+                1.0114901264074088,
+                0.9882775735799015,
+                0.9950592288041458,
+                0.9923805318375012,
+                0.9954931130085297,
+                0.9998185415922022,
+                1.004999458131321,
+                1.010779654446278,
+                1.010779654446278,
+                1.0185416165064392,
+                1.0063375239233516,
+                0.9991983947714009,
+                0.9997603743675092,
+                1.0095253737082777,
+                1.0193698237551072,
+                0.9821944196534186,
+                0.9946303679905539,
+                0.9894242823280908,
+                0.9705707946712009,
+                0.9949783327748166,
+                1.0043140064479021,
+                1.0005809927926241,
+                1.0027574917083555,
+                0.9904879432435517,
+                0.9807642982944419,
+                0.9886574068821276,
+                0.9859635090427469,
+                0.993309351687357,
+                1.0031187267852708,
+                1.016593255470364,
+                1.0442887804592182,
+                1.0083038126963626,
+                0.9848656609590366,
+                0.9855933554664763,
+                0.9945670911869946,
+                1.021074800634514,
+                1.0040491737335164,
+                1.003221409383544,
+                0.9867264401919432,
+                0.9744951602926358,
+                0.9578713331810542,
+                0.9708937667896353,
+                0.982985543001351,
+                0.9959503979748483,
+                1.0070454733225949,
+                1.016290393566305,
+                1.0456745349293197,
+                0.9697098121066737,
+                0.9774943309543503,
+                1.002916353992525,
+                1.0129710134068142,
+                0.9818517087835826,
+                0.9848326582689778,
+                0.9778679221613454,
+                0.968463827587338,
+                0.9562287284130288,
+                0.9385814756983131,
+                0.9535361456044965,
+                0.9789868837316601,
+                1.0036524516031298,
+                0.996437230762304,
+                1.025505334499929,
+                1.0500603213568676,
+                0.9906100846596538,
+                1.003221409383544,
+                1.012180944973295,
+                1.0196387340397408,
+                0.9825025594694498,
+                0.954339750008454,
+                0.9648376067685865,
+                0.9839085531249888,
+                0.952009038761473,
+                0.9795794492787074,
+                0.9716080021777768,
+                0.9976717208316266,
+                1.0091951026702335,
+                0.9998457759635255,
+                1.0167764080390456,
+                1.0501441178091095,
+                1.0098311230543442,
+                1.0108582982234158,
+                0.9971736177909091,
+                0.9900282216050488,
+                0.9676953459071826,
+                0.9809946576246661,
+                0.9776591097799061,
+                1.0015254267851037,
+                1.0037560308732274,
+                0.9939516521695569,
+                0.9956124335469829,
+                0.9901857170585183,
+                0.9967866165949004,
+                0.9835484169272641,
+                1.018300563902619,
+                1.0581476797822778,
+                0.9972534687047357,
+                0.9990036074983834,
+                0.9884969480698704,
+                0.9585590451776096,
+                0.9727715498408732,
+                0.9986198721072891,
+                1.0039545778843277,
+                1.0019737557338864,
+                1.0004300707708857,
+                0.9993128946907187,
+                0.9970527336984197,
+                0.9971736177909094,
+                0.996738394700752,
+                1.0017488836874449,
+                1.032459139242276,
+                0.9980880058113938,
+                0.9827755352139497,
+                0.986753983146344,
+                0.9694084590768833,
+                0.954374856491467,
+                0.9794063309627129,
+                0.9981812449768528,
+                1.0000844130171747,
+                1.0024414937297792,
+                1.000289920583818,
+                1.0066579629145789,
+                1.006045023392842,
+                0.9980537361415068,
+                1.0118648303811897,
+                1.0321212562513462,
+                1.0214564915487925,
+                1.0199705326922406,
+                0.9818228908495026,
+                0.9937316253503986,
+                0.975676694136014,
+                0.9791967139583257,
+                0.995853785405071,
+                0.9944140275090272,
+                0.998324720722163,
+                0.9988796207201501,
+                1.0076775206024515,
+                1.0051477965419011,
+                1.003942697943822,
+                0.9947376367611466,
+                0.9995186129589284,
+                1.0045214386643773,
+                1.0053188986302066,
+                0.9873973753633679,
+                0.9979198179428485,
+                0.9957288015852994,
+                0.9844024166044868,
+                0.9926040090239354,
+                1.0288602149576338,
+                1.0327381635127548,
+                1.0376323561660248,
+                1.0191860749351351,
+                1.019248439489373,
+                1.0114615654187875,
+                1.0148089052316012,
+                1.0002181457107615,
+                1.0051758820658891,
+                1.007308437371659,
+                0.9958774515386598,
+                0.9748378659951137,
+                0.9845361751656108,
+                0.9871701294240001,
+                0.9569477899284584,
+                1.0012684139824397,
+                1.033059928368479,
+                1.0117771863985163,
+                1.0115884288301853,
+                1.0135614014099843,
+                0.9976100259611177,
+                1.010965511332625,
+                0.9761143046477329,
+                0.9803433318407708,
+                1.0153886119387059,
+                1.0056269030060545,
+                0.9892055337201077,
+                0.969426249412664,
+                0.9918445350591615,
+                0.9966488938063878,
+                0.9940656012175014,
+                1.0080956439499935,
+                1.0056005212297308,
+                1.0020303578560827,
+                1.019908165966182,
+                1.0172691233582607,
+                1.0236709394617247,
+                1.0122768805463278,
+                0.9879530979067631,
+                0.9955177997515855,
+                1.0145032156568023,
+                1.0113052100223867,
+                0.9900950783072645,
+                0.9789878020749606,
+                1.0061210323379788,
+                0.9976371796061079,
+                1.0030525515532585,
+                1.0005432856827527,
+                1.0071552470675884,
+                0.9872213285090347,
+                0.9953725735493347,
+                0.996186609496757,
+                1.00089379219493,
+                1.0287570615182273,
+                0.9964079316152177,
+                1.0069062426818565,
+                0.9963817032039104,
+                1.0008280481425031,
+                0.9920979056678535,
+                0.9872669976493121,
+                1.0092168374131085,
+                1.0003352873084816,
+                0.9895629283115106,
+                0.9695148264401307,
+                0.9928241899429654,
+                1.011466978521356,
+                1.015897314997225,
+                1.0238688838054302,
+                1.0150342744039813,
+                1.0149508574937365,
+                0.9925404112632117,
+                0.9872466320901033,
+                1.0000513594585967,
+                0.9865335518102039,
+                0.9916934654171699,
+                1.0111500201640033,
+                1.0290091218292727,
+                1.0080282510552814,
+                0.9998062630573106,
+                1.0027987951392292,
+                1.0058448354473761,
+                1.0127865866340113,
+                1.0179715342017457,
+                1.013555459538838,
+                1.0063545738992565,
+                1.0013980777392146,
+                1.0039675000000043,
+                0.9940267908926063,
+                0.9867813019457877,
+                0.9943765006272788,
+                1.015526891626581,
+                0.9864205332461236,
+                0.9867876895945505,
+                1.0266969428458936,
+                1.042059643812452,
+                1.0120358570624033,
+                1.0028235097925473,
+                0.9905175353506179,
+                0.9946414253907617,
+                0.9951193904567321,
+                0.994780772003151,
+                0.9990168722978009,
+                0.9919731463227914,
+                0.9791890939000777,
+                1.0112363498675152,
+                1.0384478663637378,
+                1.0089325105827842,
+                1.0217975650986395
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 256,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 512,
+    "parameters": 1187338,
+    "cert_evals": {
+        "36": 0.8571429252624512,
+        "72": 0.8257346153259277,
+        "108": 0.8004053235054016,
+        "255": 0.5927051901817322
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/semeion/fold_2/result.json b/UCI_N6/aol/runs/semeion/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..22f88504ecb81d37c695edb115e609faabd23176
--- /dev/null
+++ b/UCI_N6/aol/runs/semeion/fold_2/result.json
@@ -0,0 +1,542 @@
+{
+    "best_epoch": 71,
+    "best_val_acc": 0.8605577689243028,
+    "test_acc": 0.8389830508474576,
+    "train_size": 398,
+    "val_size": 251,
+    "test_size": 944,
+    "stats": {
+        "mean": [
+            [
+                0.025853251256281188,
+                0.026377419597989695,
+                0.006303957286432041,
+                -0.016009429648241216,
+                0.013426341708542615,
+                0.000583298994974769,
+                -0.011917678391959662,
+                -0.037533175879397224,
+                -0.020098884422110854,
+                0.0008364321608037243,
+                0.019239580402010244,
+                -0.008214989949749375,
+                -0.025825954773869612,
+                -0.0006419698492463064,
+                0.009508140703517508,
+                -0.019673170854271324,
+                -0.008902964824120629,
+                0.029295625628140858,
+                0.03910123115577878,
+                0.04551176381909547,
+                0.022450278894472483,
+                -0.041741050251256066,
+                -0.028593851758793917,
+                -0.037733369346733686,
+                0.010677314070351713,
+                0.008148201005025205,
+                0.008145326633165782,
+                0.009415472361809119,
+                0.0284809497487437,
+                0.009431022613065136,
+                -0.03688329899497498,
+                -0.04282043467336695,
+                -0.025931434673366276,
+                0.0032492160804019695,
+                -0.014650914572864066,
+                -0.034562944723617914,
+                0.004439065326633279,
+                0.022032201005025183,
+                -0.04040087437185899,
+                -0.02492873869346697,
+                0.012970140703517999,
+                0.010264954773869574,
+                -0.013438090452261338,
+                -0.04317389949748748,
+                -0.011412814070351772,
+                0.05626816582914544,
+                -0.03446686432160752,
+                -0.03817115326633142,
+                -0.01699248241206059,
+                0.00882481909547732,
+                -0.04225107537688392,
+                -0.020397143216080688,
+                -0.035770040201005424,
+                -0.03813472361809031,
+                -0.05145492713567884,
+                -0.03408486180904533,
+                0.016902085427135845,
+                0.03483842713567786,
+                -0.03427305276381909,
+                -0.03140666331658277,
+                -0.011773889447236174,
+                0.047884999999999796,
+                -0.0048442587939699355,
+                -0.04316322110552765,
+                -0.024642746231156448,
+                -0.002302301507537566,
+                -0.006238201005025181,
+                -0.0363831557788939,
+                -0.028835427135678583,
+                -0.04495072864321667,
+                0.020803904522613076,
+                -0.007038153266331668,
+                0.06495377889447201,
+                0.026844070351758658,
+                -0.026958037688442293,
+                -0.02663757286432158,
+                0.020592271356783716,
+                0.027218869346733378,
+                0.023798552763819147,
+                -0.016768904522613152,
+                -0.020810841708543488,
+                0.004460130653266039,
+                0.013682477386934629,
+                -0.025019600502512482,
+                -0.019792587939698632,
+                0.02358873366834184,
+                -0.011806276381909597,
+                0.020794437185929524,
+                0.028271816582914534,
+                -0.006166407035175833,
+                -0.044291896984924944,
+                0.024660060301507664,
+                0.032016668341708576,
+                0.04052279396984933,
+                0.0490172487437184,
+                -0.016359286432160735,
+                -0.056750273869347244,
+                -0.007435929648241428,
+                0.0017769246231154824,
+                0.021414361809045206,
+                0.04469314572864335,
+                0.052019472361808976,
+                0.0043632462311552775,
+                0.03251259798994986,
+                0.01964791959799002,
+                -0.022454183417085893,
+                -0.10391374874371867,
+                0.008390402010050075,
+                0.03760563819095469,
+                0.11590360552763804,
+                0.0493695728643219,
+                0.04893633165829245,
+                -0.06410897487437181,
+                -0.006136658291457329,
+                -0.033884165829145316,
+                -0.002246648241206082,
+                -0.01682175376884426,
+                0.00046256281407027904,
+                0.022378718592965034,
+                -0.018578834170853733,
+                -0.06667939698492395,
+                -0.06575905527638143,
+                -0.043371045226129806,
+                0.01104597989949733,
+                0.06203475376884437,
+                0.037953512562814026,
+                -0.005590462311557684,
+                0.03451213065326728,
+                -0.022839005025125664,
+                -0.003315185929648206,
+                -0.024253055276382062,
+                -0.0389598241206035,
+                -0.03882960301507507,
+                -0.03981433668341692,
+                -0.031687527638191625,
+                -0.05046211557788869,
+                -0.0578318567839198,
+                -0.03762569346733697,
+                -0.0389613567839193,
+                0.01979657286432155,
+                0.019776218592964884,
+                0.01474091708542714,
+                -0.042159695979899554,
+                -0.014452487437185876,
+                -0.0048944321608039645,
+                -0.013580208542713676,
+                -0.05791733668341716,
+                -0.009305037688442106,
+                0.029235170854271467,
+                0.025075567839196122,
+                0.015302437185929314,
+                -0.022135206030150862,
+                0.013569241206029991,
+                0.02443211809045206,
+                0.04290105527638174,
+                0.09095939447236231,
+                0.1091005477386932,
+                0.020843309045226067,
+                -0.0007868643216079208,
+                -0.03978372110552767,
+                -0.0220056030150753,
+                -0.030192002512562766,
+                -0.04608865829145755,
+                0.042463467336683505,
+                0.051527896984924354,
+                0.0915860050251251,
+                0.01618239195979925,
+                -0.008218854271356756,
+                -0.020952391959798814,
+                0.014776788944723587,
+                0.034092487437186,
+                0.04560211055276428,
+                0.08278233165829134,
+                0.10847255527638236,
+                0.024846484924623196,
+                -0.052689055276382346,
+                0.0017780376884420149,
+                -0.013441829145728687,
+                0.020275924623115744,
+                0.06161076884422113,
+                0.08692009045226239,
+                0.04008957286432224,
+                -0.0012120703517585535,
+                -0.007551306532663401,
+                -0.04616232160804049,
+                -0.013706580402010225,
+                -0.024673851758793934,
+                0.08783185929648209,
+                0.07460693467336664,
+                0.0960876532663306,
+                0.02119716834170848,
+                -0.03701101507537695,
+                -0.010059045226130629,
+                -0.010829610552763923,
+                -0.012481236180904494,
+                0.04081522613065362,
+                0.029924482412060183,
+                0.008092273869346436,
+                -0.04316322110552756,
+                -0.03630996733668343,
+                -0.08232102512562797,
+                -0.04733090954773897,
+                0.004588884422110799,
+                0.08388306532663306,
+                0.0430607738693465,
+                0.04666894472361813,
+                -0.01270106783919614,
+                -0.047514080402010335,
+                -0.010565728643216074,
+                -0.026136346733668523,
+                -0.03245043718592946,
+                0.023696067839195353,
+                0.01770060301507536,
+                0.044308140703517615,
+                -0.003787788944723613,
+                0.014174522613065448,
+                -0.05093826633165829,
+                0.02573226130653278,
+                0.030287150753768848,
+                0.0401397286432159,
+                0.053680743718593056,
+                0.02102522613065334,
+                -0.010747371859296528,
+                0.05464842964824082,
+                -0.017136783919598057,
+                -0.045805907035175675,
+                -0.05090381909547731,
+                -0.0068819798994974556,
+                -0.03505809045226187,
+                -0.02371979899497456,
+                0.00344182914572863,
+                0.0033947336683414304,
+                0.0007934170854273202,
+                -0.0018110753768842327,
+                0.0032136934673366708,
+                0.01568474874371846,
+                0.01327067839195978,
+                0.019348781407035248,
+                0.004921175879397266,
+                0.031125522613065133,
+                0.04711545226130587,
+                0.010442155778894433,
+                -0.024673851758794076,
+                -0.015774271356783803,
+                -0.06616341708542701,
+                -0.0980368467336672,
+                0.0005838040201006485,
+                0.008146753768844201,
+                0.004349567839195794,
+                0.003092396984924539,
+                -0.015071595477387165,
+                0.007967140703517566,
+                -0.01298472613065332,
+                0.0446150326633164,
+                0.023923638190954576,
+                0.0477404321608047
+            ]
+        ],
+        "std": [
+            [
+                1.034353343932803,
+                1.024348567936632,
+                1.0036818973846862,
+                0.9926016744364617,
+                1.0028981060461741,
+                0.9997262707845033,
+                1.0004780191128255,
+                1.0057381568404924,
+                1.0053448775578797,
+                0.9994421248178098,
+                0.9935827482337024,
+                1.0014086229280772,
+                1.0021061616018854,
+                0.9996719899466749,
+                1.0017361970021768,
+                0.988660808590669,
+                0.9901596478521693,
+                1.0192247642124055,
+                1.0167388988236599,
+                1.0138944681676312,
+                1.0047989281967311,
+                0.9904645459818706,
+                0.9954463096472054,
+                0.9922833494657366,
+                1.000931207563311,
+                1.000707942136333,
+                1.0005842378657308,
+                1.0008281188231554,
+                1.003557986182927,
+                1.0010705577402124,
+                0.9904311917270927,
+                0.9711219802777267,
+                0.9739587043622917,
+                1.0015066140578677,
+                0.9931898260069552,
+                0.9856672449691517,
+                1.0012331552789873,
+                1.0081082975427937,
+                0.9818673205301623,
+                0.9867264401919426,
+                1.0059158746745933,
+                1.0048856527038488,
+                0.9933559670825766,
+                0.9804299925042913,
+                0.9959503979748487,
+                1.0125781824597548,
+                0.9904165488252873,
+                0.9747606061850563,
+                0.9833821256471468,
+                1.0040856115046517,
+                0.9796743045806305,
+                0.9898888553822821,
+                0.9818517087835823,
+                0.9782007130770088,
+                0.9656942565779187,
+                0.9734797731342064,
+                1.010665700345605,
+                1.021589297626431,
+                0.9794856875095689,
+                0.9845971696829052,
+                0.9948281863198752,
+                1.0136085631297738,
+                0.9980537361415062,
+                0.9668195470806507,
+                0.9810513427219819,
+                0.9987231668355041,
+                0.997403787663875,
+                0.9835516799557577,
+                0.9853855373152387,
+                0.9749106414617704,
+                1.0117447309449026,
+                0.9952897165079869,
+                1.032947917542788,
+                1.0120811271463608,
+                0.9875771901975944,
+                0.9885862353477245,
+                1.0072891612096109,
+                1.0093428281641061,
+                1.0100051475667393,
+                0.9840366571448279,
+                0.9854634000263881,
+                1.00134698674654,
+                1.0041146501612022,
+                0.9900282216050488,
+                0.9917355999661862,
+                1.0093104531776096,
+                0.9947373509131133,
+                1.0080042462360728,
+                1.0087372732373883,
+                0.9976110730657628,
+                0.9846934585447732,
+                1.0088475388403126,
+                1.0133097733764065,
+                1.0209739586680646,
+                1.0282470508532253,
+                0.9817846585536307,
+                0.9633992156471255,
+                0.9973233600463974,
+                1.000218145710761,
+                1.0057309799061696,
+                1.010623899141674,
+                1.0101011443230787,
+                1.0006599864175545,
+                1.0055249208224792,
+                1.0028819022633104,
+                0.9953395717809288,
+                0.9698021524023763,
+                1.0024258063274285,
+                1.0158129918211263,
+                1.063456671941438,
+                1.0324591392422755,
+                1.04774222887087,
+                0.9616904393179179,
+                0.997695806697438,
+                0.9880152027656462,
+                0.9988433850344972,
+                0.9937292230975006,
+                0.9998296099021827,
+                1.0044195246237817,
+                0.9963489105119412,
+                0.9879651241571221,
+                0.9859903114183225,
+                0.9884715320146122,
+                1.003310560327655,
+                1.0244185872318146,
+                1.0203911139057007,
+                0.9961421301729745,
+                1.034050235933694,
+                0.989521079569911,
+                0.9990477366494994,
+                0.992755500716447,
+                0.9868421928940853,
+                0.9873393959627118,
+                0.9881958106921132,
+                0.9919947175362285,
+                0.9895831364382834,
+                0.9895629283115108,
+                0.9929032652937821,
+                0.9922751284451915,
+                1.003847339906563,
+                1.0037363434884359,
+                1.0033043471411776,
+                0.9838300352467959,
+                0.9873973753633691,
+                0.9979198179428482,
+                0.9968491311161947,
+                0.9780752949201328,
+                0.9952808518444423,
+                1.0120796997058796,
+                1.0102563563170064,
+                1.0056657842293373,
+                0.9917811647092868,
+                1.003612286469916,
+                1.0080281022283166,
+                1.0132678758599065,
+                1.0226525060210754,
+                1.0139038318701246,
+                1.0024397087121901,
+                0.9995063040570514,
+                0.9700809553445697,
+                0.9922233441291306,
+                0.9933207816371948,
+                0.9824557032259209,
+                1.0196898531365701,
+                1.0252921553121754,
+                1.0436509722569267,
+                1.0085279865152725,
+                0.9951421649917936,
+                0.9882760866228761,
+                1.0078553724971193,
+                1.016034101650163,
+                1.0182936561607592,
+                1.0197900633557413,
+                1.009927427136894,
+                1.0043140064479028,
+                0.9653870680055727,
+                1.0002294165307881,
+                0.9975169703830418,
+                1.0060899274497221,
+                1.0302542392319602,
+                1.050457422656358,
+                1.0263818971478929,
+                0.9988293446894524,
+                0.993948379991406,
+                0.9646507012293754,
+                0.9894725219782052,
+                0.9841733127810417,
+                1.039912432152242,
+                1.0215994164574418,
+                1.0180415302669792,
+                1.004726329086974,
+                0.9748378645110533,
+                0.996502380675558,
+                0.9983170617806623,
+                0.9963911641009451,
+                1.0183269819540794,
+                1.017678321054885,
+                1.0055414218665415,
+                0.9668195470806507,
+                0.9703066737368953,
+                0.9404292201679834,
+                0.967852473516548,
+                1.0019282394069462,
+                1.028101194822195,
+                1.008793562942109,
+                1.0081602197776465,
+                0.9956124335469831,
+                0.9606578789878316,
+                0.9949738705848414,
+                0.9953677319031761,
+                0.9944335251793368,
+                1.0048415968196438,
+                1.0055583780485124,
+                1.0180101093887308,
+                0.9978522893615333,
+                1.0059363426964134,
+                0.9778798529166732,
+                1.0083401893079658,
+                1.0068711996262265,
+                1.006423096229551,
+                1.0046479120669225,
+                1.0037804464514235,
+                0.994459962409335,
+                1.0536434113524862,
+                0.9893818936419583,
+                0.9884128417013845,
+                0.9968841227714262,
+                1.0005451392022922,
+                1.0058448354473761,
+                1.0049722474461862,
+                0.9987027037023654,
+                0.998829254733481,
+                0.9994987832666141,
+                0.9999543973377994,
+                0.9993809740185148,
+                1.0000438421505866,
+                1.0018684789535641,
+                1.007170379629404,
+                1.003098792935798,
+                1.0389250180520742,
+                1.057188249524631,
+                1.009038472352926,
+                0.9841733127810427,
+                0.9933150572644535,
+                0.9837566845129954,
+                0.9835369109711313,
+                0.9997322633620358,
+                1.00066670782988,
+                1.0002899205838178,
+                1.000633573204784,
+                0.9919731463227919,
+                1.0051578019898537,
+                0.988327819096806,
+                1.0458203733919074,
+                1.032263512848999,
+                1.1039230782773841
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 256,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 512,
+    "parameters": 1187338,
+    "cert_evals": {
+        "36": 0.8093220591545105,
+        "72": 0.7648305296897888,
+        "108": 0.7394067645072937,
+        "255": 0.5730932354927063
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/semeion/fold_3/result.json b/UCI_N6/aol/runs/semeion/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d475461259cc3979bf13861edf34019be8f865b
--- /dev/null
+++ b/UCI_N6/aol/runs/semeion/fold_3/result.json
@@ -0,0 +1,542 @@
+{
+    "best_epoch": 69,
+    "best_val_acc": 0.8578199052132701,
+    "test_acc": 0.8221544715447154,
+    "train_size": 398,
+    "val_size": 211,
+    "test_size": 984,
+    "stats": {
+        "mean": [
+            [
+                0.017303708542713854,
+                0.033339979899497045,
+                0.042060535175879,
+                0.0551565226130648,
+                0.03412115577889427,
+                0.020728213567838986,
+                0.003192402010050319,
+                -0.017114201005025118,
+                -0.009631226130653392,
+                -0.014865055276382138,
+                -0.017541251256281226,
+                -0.08527074371859306,
+                -0.0611904120603017,
+                -0.045862402010050325,
+                0.009508140703517527,
+                -0.013946012562814322,
+                0.0643217587939701,
+                0.0719809045226133,
+                0.061214376884421925,
+                -0.018105633165829183,
+                -0.06536492964824103,
+                -0.07759587688442295,
+                -0.059003042713567794,
+                -0.012227075376884505,
+                -0.05005260552763839,
+                -0.04250838190954796,
+                -0.022192437185929587,
+                -0.0007109648241205073,
+                -0.04772033165829164,
+                0.009431022613065164,
+                -0.04203948743718602,
+                -0.01305157788944726,
+                0.07187196733668362,
+                0.037831934673366825,
+                0.018214371859296575,
+                -0.09378594974874371,
+                -0.10202691457286414,
+                -0.08058536683417125,
+                0.008583005025125713,
+                0.014450412060301456,
+                -0.02057281407035149,
+                0.01591073618090474,
+                0.05852115577889456,
+                0.05490543216080418,
+                0.025520276381909558,
+                0.01994546482412024,
+                -0.029288175879396895,
+                -0.05002305778894475,
+                0.09349378894472334,
+                -0.0024263668341707816,
+                -0.08628416080401952,
+                -0.042581354271357584,
+                0.019872572864321515,
+                0.07025994221105543,
+                0.03735249748743718,
+                -0.021575791457286518,
+                0.022925640703517693,
+                0.052837846733668196,
+                0.07541733668341698,
+                0.023911276381909558,
+                -0.06598816080402005,
+                -0.03642700000000029,
+                -0.03662473618090472,
+                -0.0555867085427135,
+                0.019038185929648087,
+                -0.01863026130653271,
+                -0.043643228643215105,
+                0.029040723618090913,
+                0.026844070351758627,
+                0.04571258793969818,
+                0.0616951256281406,
+                0.04614825125628155,
+                0.05347232663316565,
+                0.11036331658291482,
+                0.016836394472361783,
+                -0.015812482412060267,
+                -0.05466603015075383,
+                -0.0745576381909549,
+                -0.07527588944723587,
+                -0.0031332562814071646,
+                0.009397638190954651,
+                -0.0009045703517589661,
+                0.03485077889447228,
+                -0.0035822437185929427,
+                -0.009007914572864234,
+                0.029040723618090455,
+                0.04252824623115574,
+                0.11859657788944705,
+                0.0971600904522612,
+                0.07854394472361814,
+                -0.01270106783919611,
+                -0.023795125628140776,
+                -0.028454560301507496,
+                -0.06846445226130653,
+                -0.05716217336683423,
+                -0.008979115577889234,
+                -0.015752100502512602,
+                0.029420037688442,
+                -0.019207185929647985,
+                -0.08853826130653279,
+                -0.06453608542713567,
+                0.021109673366834107,
+                0.06616457286432129,
+                0.0990662613065328,
+                0.05533300502512552,
+                0.028604987437185914,
+                -0.04203948743718602,
+                -0.007485824120603054,
+                -0.023014974874371978,
+                -0.020393296482412362,
+                -0.048715170854271364,
+                -0.023184673366834257,
+                0.01613431155778907,
+                0.025520276381909585,
+                -0.02331836683417028,
+                -0.0022466482412058235,
+                0.025685864321608003,
+                0.1214610552763827,
+                0.12532168341708572,
+                0.07314251758794003,
+                0.034790552763818976,
+                0.015824623115577738,
+                -0.06917521608040215,
+                -0.010141005025125743,
+                -0.0036958190954772753,
+                -0.0025251658291457193,
+                0.006283527638191006,
+                0.027300030150753923,
+                0.07564008040200966,
+                0.037600432160804075,
+                0.022608927135678237,
+                0.018861979899497297,
+                0.03452877889447219,
+                0.06937706281407076,
+                0.04556413065326641,
+                0.041319522613065394,
+                -0.0070690175879395654,
+                0.0030793718592961195,
+                0.017090580402010398,
+                0.019796572864321606,
+                -0.016192964824120658,
+                -0.04226193969849271,
+                -0.05281126884422079,
+                -0.0013456030150753172,
+                0.04312830150753776,
+                0.05816602763819115,
+                0.0110636683417086,
+                -0.00930503768844212,
+                0.012763037688442154,
+                0.03055638693467361,
+                0.009892816582914443,
+                -0.038075562814070325,
+                -0.017870065326633208,
+                -0.012883457286432217,
+                0.08004467336683378,
+                0.04899117336683459,
+                -0.023747236180904754,
+                -0.04004978643216082,
+                -0.04713785929648249,
+                -0.04595407537688452,
+                -0.016720412060301323,
+                -0.03019200251256272,
+                -0.008860231155778723,
+                0.02002423115577915,
+                0.023111075376884147,
+                -0.0053246733668341605,
+                -0.041316502512562255,
+                -0.03685464572864361,
+                -0.06645353768844256,
+                -0.04286107537688441,
+                0.0677983919597992,
+                0.029169467336683533,
+                0.025297271356783873,
+                -0.0032680427135678793,
+                -0.026374695979899457,
+                0.0062461708542712385,
+                -0.024493984924623437,
+                0.01705632160804017,
+                0.041416688442211205,
+                0.050218221105527164,
+                -0.0026422336683418032,
+                -0.008848216080402028,
+                -0.050413396984924405,
+                -0.013842623115578042,
+                -0.015173276381909613,
+                0.0423901256281407,
+                0.022431655778894367,
+                0.04833989949748727,
+                -0.015437751256281409,
+                -0.03309212060301497,
+                0.00566614572864313,
+                0.034707618090452225,
+                -0.020580653266331614,
+                -0.04118986683417089,
+                -0.043604532663316625,
+                -0.06511693467336681,
+                -0.04697097487437197,
+                -0.047876804020100805,
+                -0.03695147738693452,
+                -0.023573881909547713,
+                0.02588810050251267,
+                0.059938824120602745,
+                0.06057039195979934,
+                0.030043969849246118,
+                -0.02400981909547736,
+                -0.061034673366834095,
+                -0.03376162060301523,
+                -0.0028822914572863433,
+                0.0004090452261306595,
+                -0.056622663316582986,
+                -0.05783185678391955,
+                -0.04331452261306535,
+                -0.02476830150753774,
+                -0.04897743718592962,
+                -0.02051391959798998,
+                -0.013363165829145748,
+                0.01934878140703507,
+                0.031055560301507686,
+                0.040651306532663266,
+                -0.016091994974874516,
+                -0.06268290201004995,
+                -0.035390954773869276,
+                -0.027462361809045256,
+                -0.05414238693467362,
+                0.006189246231155719,
+                0.0005052211055278901,
+                -0.025775125628140556,
+                -0.047400653266331895,
+                -0.06064291457286465,
+                -0.023719798994974565,
+                -0.017446231155778813,
+                -0.012141331658291529,
+                0.026605527638191077,
+                0.033742751256281414,
+                -0.006876432160804101,
+                0.005632914572864249,
+                -0.042793419597989886,
+                -0.0293114824120604,
+                -0.037945047738693345,
+                -0.05130548241206037,
+                0.014489914572864079,
+                0.01721788944723632,
+                -0.0011210979899498779,
+                -0.07518444221105554,
+                -0.05077718592964814,
+                -0.017136143216080403,
+                -0.019568648241205994,
+                0.00814675376884411,
+                0.08045203015075388,
+                0.06091420100502482,
+                0.0017932663316581627,
+                -0.004254356783919557,
+                0.00028859547738686056,
+                -0.05891331407035207,
+                -0.08821684422110554,
+                -0.015741175879397072
+            ]
+        ],
+        "std": [
+            [
+                1.0230913089022202,
+                1.0306470847496936,
+                1.0253163638989118,
+                1.0218049113878709,
+                1.0074783028399366,
+                1.0009433160751784,
+                0.9994505670417713,
+                1.0026241679219097,
+                1.0024524994812487,
+                1.0039133733751973,
+                1.0048971378545626,
+                1.01417394130718,
+                1.004332289549513,
+                0.9977382032551653,
+                1.0017361970021768,
+                0.9919233144935908,
+                1.0637765669702473,
+                1.0455715281984932,
+                1.0255977102644784,
+                0.99339605984875,
+                0.9817359315428323,
+                0.981056113878387,
+                0.990012610165878,
+                0.9974493811385823,
+                0.9922963473581801,
+                0.9932437097599804,
+                0.9968980779182007,
+                0.9995978440878907,
+                0.9913328217211481,
+                1.0010705577402124,
+                0.9890209230468918,
+                0.9912627019033904,
+                1.0644590940044412,
+                1.020043651023701,
+                1.0074072543879427,
+                0.958275404222389,
+                0.9578388667517177,
+                0.9639856165919881,
+                1.003221409383544,
+                1.0068397052494056,
+                0.9893750244557449,
+                1.0076889515382415,
+                1.0247383219890505,
+                1.0210165378194092,
+                1.0075247387147834,
+                1.0046362701743567,
+                0.9918912192932127,
+                0.9665843967074859,
+                1.0802469947354034,
+                0.998459552401291,
+                0.9563901007544556,
+                0.978638687720611,
+                1.0089127439007188,
+                1.0344283171064497,
+                1.0220358948079418,
+                0.9833155750584129,
+                1.0144818792490966,
+                1.0322631831022364,
+                1.038787160693079,
+                1.0103666845998722,
+                0.9702991548533046,
+                0.987409253216723,
+                0.9866887156715956,
+                0.9567900274378338,
+                1.0134406606180522,
+                0.991713556652289,
+                0.9827676281149432,
+                1.0114433247015615,
+                1.012081127146361,
+                1.0222420868044244,
+                1.0338152076697806,
+                1.0268430413524583,
+                1.0274456473203384,
+                1.0453074953992492,
+                1.0068106834774446,
+                0.99319836196822,
+                0.9771166106782407,
+                0.9688298069003922,
+                0.9624528562451854,
+                0.9968022599327558,
+                1.005901557554794,
+                0.9993474698627087,
+                1.010564715068287,
+                0.9983486611130268,
+                0.9961238320171254,
+                1.0114433247015613,
+                1.0161717897956295,
+                1.0406869709539412,
+                1.0272052350520744,
+                1.0224767767382823,
+                0.9956124335469829,
+                0.9901857170585184,
+                0.9865469521402179,
+                0.9587645381482431,
+                0.9621648427676825,
+                0.9899337643062542,
+                0.9900729293902669,
+                1.0084492238238705,
+                0.9937034359335825,
+                0.9692951161627006,
+                0.9800863496307292,
+                1.0042513937180102,
+                1.0123603111480772,
+                1.0141287908757117,
+                1.007677408079292,
+                1.0044650992699184,
+                0.9890209230468918,
+                0.9971736177909093,
+                0.9889840573493727,
+                0.9866310104770853,
+                0.9637832135197844,
+                0.9752349399210322,
+                1.0083818727667295,
+                1.0075247387147834,
+                0.991793153918188,
+                0.9988433850344973,
+                1.0081706851369636,
+                1.029626843869407,
+                1.0196031669552301,
+                1.0093980022007503,
+                1.0039886223095509,
+                1.0023095280591323,
+                0.9808300777029364,
+                0.9962389763825825,
+                0.9980717278603489,
+                0.9982433289914361,
+                1.0036155922773329,
+                1.0270598343773214,
+                1.0290248534923514,
+                1.0061441876968409,
+                1.0055764584644775,
+                1.0053031805865968,
+                1.0092866189920002,
+                1.0156784749241112,
+                1.0088960099879092,
+                1.0059991425953296,
+                0.9986354940573221,
+                1.0001773791355475,
+                1.00244149372978,
+                1.003847339906564,
+                0.996065302775612,
+                0.9880253584212956,
+                0.9794959611542164,
+                0.998556228240707,
+                1.0140940621454713,
+                1.0096760877814985,
+                1.0033829165288874,
+                0.9952808518444423,
+                1.0052200897485457,
+                1.012469146588948,
+                1.0035830400494066,
+                0.9857420630547223,
+                0.9942119752062554,
+                0.9950185461635798,
+                1.0234288024686335,
+                1.0131354799141175,
+                0.9949817856959143,
+                0.9931492960370479,
+                0.9878551084342865,
+                0.9652611606828942,
+                0.9940656012175009,
+                0.9933207816371951,
+                0.9965622500501108,
+                1.0093915715884572,
+                1.0115749892045551,
+                0.9968115171925963,
+                0.9755344519015101,
+                0.9786069630651631,
+                0.961464080587249,
+                0.9743356627980871,
+                1.030835086571909,
+                1.0118648303811906,
+                1.006595799733842,
+                0.9991930482950553,
+                0.9940736745513704,
+                1.003492294968093,
+                0.9918445350591615,
+                1.0021683881445074,
+                1.0122899955900566,
+                1.0249494745406926,
+                0.9979849217942023,
+                0.9934793024312332,
+                0.9621029758682157,
+                0.9890982158771477,
+                0.9885456854845168,
+                1.0294779143109518,
+                1.0130593563263568,
+                1.0229554890663815,
+                0.9943926914757206,
+                0.9911313414795533,
+                1.0010785245110474,
+                1.021221319921214,
+                0.9930525323845899,
+                0.9938444307912636,
+                0.9874394122474933,
+                0.965635318129075,
+                0.9689109282338,
+                0.9629284258029364,
+                0.9717359308698656,
+                0.9808646394091696,
+                1.0162302100520217,
+                1.0355012766301623,
+                1.0272568498553079,
+                1.0107564289840438,
+                0.9937602047041728,
+                0.9851594467890736,
+                0.9884587080836413,
+                0.9974266932665549,
+                0.999864541688887,
+                0.9894363675325561,
+                0.9895629283115106,
+                0.988727903086388,
+                0.990877905737688,
+                0.9766932163927938,
+                0.9895469407930455,
+                0.9935726213392223,
+                1.007170379629405,
+                1.0100389974395079,
+                1.009109049155308,
+                0.9965204677792965,
+                0.9901869920407446,
+                0.99174574443383,
+                0.9860427444032561,
+                0.9400600968558963,
+                1.0033074400595374,
+                0.9997993113498106,
+                0.9985929054949167,
+                1.0046389351594731,
+                1.0095474638492092,
+                1.0049722474461862,
+                1.0044746555071224,
+                1.0026481147921085,
+                0.9930117198494639,
+                0.9940678856560923,
+                1.0002974171033587,
+                0.9998417518500186,
+                0.9914036227508137,
+                0.9875178868961761,
+                0.9721338649787347,
+                0.9291330950891362,
+                1.017948146105332,
+                1.0150039988798456,
+                0.9989984568183743,
+                0.9666297205670561,
+                0.9878791191600703,
+                0.9975774564005543,
+                0.9980042921168951,
+                1.0006667078298794,
+                1.0077886909582168,
+                1.016455335207286,
+                1.0005853010665489,
+                0.9967266234061737,
+                0.9999357967957346,
+                0.9320191861094074,
+                0.8633520103519924,
+                0.9623275771498844
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 256,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 512,
+    "parameters": 1187338,
+    "cert_evals": {
+        "36": 0.7825202941894531,
+        "72": 0.7439023852348328,
+        "108": 0.7032520174980164,
+        "255": 0.47052842378616333
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/soybean/fold_0/result.json b/UCI_N6/aol/runs/soybean/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..91cbf16f4e51fed619fe86b88761e6a5dbc1fba1
--- /dev/null
+++ b/UCI_N6/aol/runs/soybean/fold_0/result.json
@@ -0,0 +1,100 @@
+{
+    "best_epoch": 71,
+    "best_val_acc": 0.6949152542372882,
+    "test_acc": 0.7137096774193549,
+    "train_size": 376,
+    "val_size": 59,
+    "test_size": 248,
+    "stats": {
+        "mean": [
+            [
+                5.255843042108454e-17,
+                -1.8094273124741912e-15,
+                -2.362176648138631e-18,
+                8.940838613204717e-16,
+                -4.621008067921197e-16,
+                -1.366519190948198e-15,
+                1.8507654038166175e-15,
+                5.651507630671674e-16,
+                1.4615968010357778e-15,
+                -4.64167711359241e-16,
+                2.523985748536127e-15,
+                -3.363149002787376e-16,
+                8.314861801447981e-16,
+                -8.031400603671346e-17,
+                -1.599562680891125e-15,
+                6.971373832819134e-16,
+                1.972417501195757e-15,
+                -9.955098211499242e-16,
+                -1.1840410448794887e-15,
+                -3.451730627092574e-16,
+                -1.2253791362219147e-15,
+                -6.85031227960203e-16,
+                -9.162292673967715e-16,
+                7.411329233534954e-17,
+                -1.801159694205706e-17,
+                -7.119009873327799e-16,
+                -3.6805664898810043e-16,
+                -2.8346119777663573e-16,
+                -1.1114041129492258e-15,
+                -2.701739541308559e-16,
+                -6.746967051245964e-16,
+                4.340499590954734e-17,
+                1.5197654009961918e-15,
+                5.7947145899650795e-16,
+                8.208563852281742e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9927642409431464,
+                0.9787917699554936,
+                0.9857406910506461,
+                0.9841528529994341,
+                0.973949637619625,
+                0.9888979702224631,
+                0.9894238955664117,
+                0.9818135979404571,
+                0.9812725198980998,
+                0.9866993450965212,
+                0.977811553908224,
+                0.9685775006733509,
+                0.9885494004209142,
+                0.9877929165205122,
+                0.9849820534726104,
+                0.9696513186147865,
+                0.9636787239536263,
+                0.9714056969361312,
+                0.9790342571909385,
+                0.9594712670605601,
+                0.9914762416613162,
+                0.9894071736370291,
+                0.9717998736463911,
+                0.979506353986051,
+                0.9100788369549304,
+                0.9740807482046461,
+                0.9403062306776938,
+                0.9856078858868509,
+                0.9913083989488309,
+                0.9728185205882999,
+                0.9658866068802527,
+                0.9658866068802542,
+                0.9641624577988217,
+                0.9579105146532193,
+                0.9764373811067356
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 35,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 70,
+    "parameters": 23678,
+    "cert_evals": {
+        "36": 0.5846773982048035,
+        "72": 0.4072580635547638,
+        "108": 0.30645161867141724,
+        "255": 0.1411290317773819
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/soybean/fold_1/result.json b/UCI_N6/aol/runs/soybean/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..98119b32f1f4e83d866dfac846a039c74eda2cc9
--- /dev/null
+++ b/UCI_N6/aol/runs/soybean/fold_1/result.json
@@ -0,0 +1,100 @@
+{
+    "best_epoch": 39,
+    "best_val_acc": 0.7058823529411765,
+    "test_acc": 0.66796875,
+    "train_size": 376,
+    "val_size": 51,
+    "test_size": 256,
+    "stats": {
+        "mean": [
+            [
+                5.255843042108454e-17,
+                -1.8094273124741912e-15,
+                -2.362176648138631e-18,
+                8.940838613204717e-16,
+                -4.621008067921197e-16,
+                -1.366519190948198e-15,
+                1.8507654038166175e-15,
+                5.651507630671674e-16,
+                1.4615968010357778e-15,
+                -4.64167711359241e-16,
+                2.523985748536127e-15,
+                -3.363149002787376e-16,
+                8.314861801447981e-16,
+                -8.031400603671346e-17,
+                -1.599562680891125e-15,
+                6.971373832819134e-16,
+                1.972417501195757e-15,
+                -9.955098211499242e-16,
+                -1.1840410448794887e-15,
+                -3.451730627092574e-16,
+                -1.2253791362219147e-15,
+                -6.85031227960203e-16,
+                -9.162292673967715e-16,
+                7.411329233534954e-17,
+                -1.801159694205706e-17,
+                -7.119009873327799e-16,
+                -3.6805664898810043e-16,
+                -2.8346119777663573e-16,
+                -1.1114041129492258e-15,
+                -2.701739541308559e-16,
+                -6.746967051245964e-16,
+                4.340499590954734e-17,
+                1.5197654009961918e-15,
+                5.7947145899650795e-16,
+                8.208563852281742e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9927642409431464,
+                0.9787917699554936,
+                0.9857406910506461,
+                0.9841528529994341,
+                0.973949637619625,
+                0.9888979702224631,
+                0.9894238955664117,
+                0.9818135979404571,
+                0.9812725198980998,
+                0.9866993450965212,
+                0.977811553908224,
+                0.9685775006733509,
+                0.9885494004209142,
+                0.9877929165205122,
+                0.9849820534726104,
+                0.9696513186147865,
+                0.9636787239536263,
+                0.9714056969361312,
+                0.9790342571909385,
+                0.9594712670605601,
+                0.9914762416613162,
+                0.9894071736370291,
+                0.9717998736463911,
+                0.979506353986051,
+                0.9100788369549304,
+                0.9740807482046461,
+                0.9403062306776938,
+                0.9856078858868509,
+                0.9913083989488309,
+                0.9728185205882999,
+                0.9658866068802527,
+                0.9658866068802542,
+                0.9641624577988217,
+                0.9579105146532193,
+                0.9764373811067356
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 35,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 70,
+    "parameters": 23678,
+    "cert_evals": {
+        "36": 0.484375,
+        "72": 0.296875,
+        "108": 0.20703125,
+        "255": 0.0625
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/soybean/fold_2/result.json b/UCI_N6/aol/runs/soybean/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca9ea36127a4039aacb223a02cbfba49d99dcd76
--- /dev/null
+++ b/UCI_N6/aol/runs/soybean/fold_2/result.json
@@ -0,0 +1,100 @@
+{
+    "best_epoch": 54,
+    "best_val_acc": 0.6785714285714286,
+    "test_acc": 0.649402390438247,
+    "train_size": 376,
+    "val_size": 56,
+    "test_size": 251,
+    "stats": {
+        "mean": [
+            [
+                5.255843042108454e-17,
+                -1.8094273124741912e-15,
+                -2.362176648138631e-18,
+                8.940838613204717e-16,
+                -4.621008067921197e-16,
+                -1.366519190948198e-15,
+                1.8507654038166175e-15,
+                5.651507630671674e-16,
+                1.4615968010357778e-15,
+                -4.64167711359241e-16,
+                2.523985748536127e-15,
+                -3.363149002787376e-16,
+                8.314861801447981e-16,
+                -8.031400603671346e-17,
+                -1.599562680891125e-15,
+                6.971373832819134e-16,
+                1.972417501195757e-15,
+                -9.955098211499242e-16,
+                -1.1840410448794887e-15,
+                -3.451730627092574e-16,
+                -1.2253791362219147e-15,
+                -6.85031227960203e-16,
+                -9.162292673967715e-16,
+                7.411329233534954e-17,
+                -1.801159694205706e-17,
+                -7.119009873327799e-16,
+                -3.6805664898810043e-16,
+                -2.8346119777663573e-16,
+                -1.1114041129492258e-15,
+                -2.701739541308559e-16,
+                -6.746967051245964e-16,
+                4.340499590954734e-17,
+                1.5197654009961918e-15,
+                5.7947145899650795e-16,
+                8.208563852281742e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9927642409431464,
+                0.9787917699554936,
+                0.9857406910506461,
+                0.9841528529994341,
+                0.973949637619625,
+                0.9888979702224631,
+                0.9894238955664117,
+                0.9818135979404571,
+                0.9812725198980998,
+                0.9866993450965212,
+                0.977811553908224,
+                0.9685775006733509,
+                0.9885494004209142,
+                0.9877929165205122,
+                0.9849820534726104,
+                0.9696513186147865,
+                0.9636787239536263,
+                0.9714056969361312,
+                0.9790342571909385,
+                0.9594712670605601,
+                0.9914762416613162,
+                0.9894071736370291,
+                0.9717998736463911,
+                0.979506353986051,
+                0.9100788369549304,
+                0.9740807482046461,
+                0.9403062306776938,
+                0.9856078858868509,
+                0.9913083989488309,
+                0.9728185205882999,
+                0.9658866068802527,
+                0.9658866068802542,
+                0.9641624577988217,
+                0.9579105146532193,
+                0.9764373811067356
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 35,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 70,
+    "parameters": 23678,
+    "cert_evals": {
+        "36": 0.5737051963806152,
+        "72": 0.4900398552417755,
+        "108": 0.42629483342170715,
+        "255": 0.15139442682266235
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/soybean/fold_3/result.json b/UCI_N6/aol/runs/soybean/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d08b87fc0d4b1651831d96210a7b3a111acdf0b9
--- /dev/null
+++ b/UCI_N6/aol/runs/soybean/fold_3/result.json
@@ -0,0 +1,100 @@
+{
+    "best_epoch": 73,
+    "best_val_acc": 0.8888888888888888,
+    "test_acc": 0.75,
+    "train_size": 376,
+    "val_size": 63,
+    "test_size": 244,
+    "stats": {
+        "mean": [
+            [
+                5.255843042108454e-17,
+                -1.8094273124741912e-15,
+                -2.362176648138631e-18,
+                8.940838613204717e-16,
+                -4.621008067921197e-16,
+                -1.366519190948198e-15,
+                1.8507654038166175e-15,
+                5.651507630671674e-16,
+                1.4615968010357778e-15,
+                -4.64167711359241e-16,
+                2.523985748536127e-15,
+                -3.363149002787376e-16,
+                8.314861801447981e-16,
+                -8.031400603671346e-17,
+                -1.599562680891125e-15,
+                6.971373832819134e-16,
+                1.972417501195757e-15,
+                -9.955098211499242e-16,
+                -1.1840410448794887e-15,
+                -3.451730627092574e-16,
+                -1.2253791362219147e-15,
+                -6.85031227960203e-16,
+                -9.162292673967715e-16,
+                7.411329233534954e-17,
+                -1.801159694205706e-17,
+                -7.119009873327799e-16,
+                -3.6805664898810043e-16,
+                -2.8346119777663573e-16,
+                -1.1114041129492258e-15,
+                -2.701739541308559e-16,
+                -6.746967051245964e-16,
+                4.340499590954734e-17,
+                1.5197654009961918e-15,
+                5.7947145899650795e-16,
+                8.208563852281742e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9927642409431464,
+                0.9787917699554936,
+                0.9857406910506461,
+                0.9841528529994341,
+                0.973949637619625,
+                0.9888979702224631,
+                0.9894238955664117,
+                0.9818135979404571,
+                0.9812725198980998,
+                0.9866993450965212,
+                0.977811553908224,
+                0.9685775006733509,
+                0.9885494004209142,
+                0.9877929165205122,
+                0.9849820534726104,
+                0.9696513186147865,
+                0.9636787239536263,
+                0.9714056969361312,
+                0.9790342571909385,
+                0.9594712670605601,
+                0.9914762416613162,
+                0.9894071736370291,
+                0.9717998736463911,
+                0.979506353986051,
+                0.9100788369549304,
+                0.9740807482046461,
+                0.9403062306776938,
+                0.9856078858868509,
+                0.9913083989488309,
+                0.9728185205882999,
+                0.9658866068802527,
+                0.9658866068802542,
+                0.9641624577988217,
+                0.9579105146532193,
+                0.9764373811067356
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 35,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 70,
+    "parameters": 23678,
+    "cert_evals": {
+        "36": 0.6557376384735107,
+        "72": 0.5901638865470886,
+        "108": 0.5040983557701111,
+        "255": 0.2909835875034332
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/spambase/fold_0/result.json b/UCI_N6/aol/runs/spambase/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d731eb2305ff43bffe5112354a287a8da71785c1
--- /dev/null
+++ b/UCI_N6/aol/runs/spambase/fold_0/result.json
@@ -0,0 +1,144 @@
+{
+    "best_epoch": 29,
+    "best_val_acc": 0.9144827586206896,
+    "test_acc": 0.9247982391782832,
+    "train_size": 1150,
+    "val_size": 725,
+    "test_size": 2726,
+    "stats": {
+        "mean": [
+            [
+                0.021226006173913785,
+                -0.015919149391304187,
+                0.025415802530432907,
+                0.03918618617391535,
+                -0.00802565730434888,
+                -0.019898612173913727,
+                0.006333582695649156,
+                0.0138353715652162,
+                0.010869212166955465,
+                0.020277107478260063,
+                -0.03972575965999889,
+                -0.02055293502608697,
+                -0.008113843652174586,
+                0.014708887365217537,
+                0.01133711377391179,
+                -0.015495447060868504,
+                0.03913622733043563,
+                -0.017462963999999633,
+                0.0187409115304347,
+                0.005520461426088844,
+                -0.0038418207913071324,
+                0.008610802582609307,
+                0.035890673565219404,
+                -0.006205582330433885,
+                0.009182778760001165,
+                -0.019677288817390202,
+                0.0004982232156532273,
+                0.02920531815652134,
+                0.012658779999999129,
+                0.017062090382608135,
+                -0.013314016521739344,
+                -0.02566035391304503,
+                -0.008576744521738438,
+                -0.022911713043477794,
+                0.0025098786956515694,
+                -0.007468803278259888,
+                0.011673062539131227,
+                -0.015021546086957481,
+                -0.00910834485217397,
+                -0.02154278895652143,
+                0.05463170547826161,
+                0.023553851304347857,
+                0.010670661652173499,
+                0.0295903323391293,
+                0.007351219000000634,
+                0.01269573645391135,
+                -0.023270003826086932,
+                0.03709884669565298,
+                0.007815205191304105,
+                0.027519189395651733,
+                -0.015820542199999555,
+                -0.01672272254086909,
+                0.042409089939126635,
+                0.025760643735651907,
+                0.02838511237043451,
+                -0.013437700554782798,
+                0.0164267618000002
+            ]
+        ],
+        "std": [
+            [
+                1.1235027725136815,
+                0.8904989974639629,
+                0.9957178739385403,
+                1.4995577621881944,
+                0.926476291913068,
+                0.8885189316158734,
+                0.9024040689634729,
+                1.0405154757286925,
+                1.1233331839178615,
+                0.8981778369870301,
+                0.8892119217650689,
+                0.9874908627493307,
+                0.9205513578145247,
+                0.9632286363722543,
+                1.0765253751015154,
+                0.8531114122905263,
+                1.0916574204014953,
+                0.9124374318543399,
+                0.9910784663927087,
+                0.9680608594157823,
+                0.9407382453902644,
+                0.9930333587983213,
+                1.1491144107563753,
+                0.6425563314801666,
+                1.0428011323424244,
+                0.8430611857711853,
+                1.0214512070760071,
+                1.1643521198183129,
+                1.10698998653912,
+                1.0810838839403236,
+                0.8380031520069444,
+                0.8416763955823331,
+                1.2024906820600971,
+                0.8481231877782008,
+                0.8570058504483157,
+                0.9470628246612116,
+                1.06910230060386,
+                0.5874337186131844,
+                0.8169185036473402,
+                0.8578401703545604,
+                1.4145108263137103,
+                1.0433820861839775,
+                0.9733444555118707,
+                1.393792873658117,
+                0.9492090774739013,
+                1.0044806426321926,
+                0.81385805230804,
+                1.3465645155559474,
+                1.0636978414150784,
+                1.007651802571978,
+                0.6554083067039526,
+                0.7777941339804235,
+                1.245208842537934,
+                1.6535667744655882,
+                1.3137439814967093,
+                0.6661201009582893,
+                1.219503651337539
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 57,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 114,
+    "parameters": 59282,
+    "cert_evals": {
+        "36": 0.902787983417511,
+        "72": 0.8657373785972595,
+        "108": 0.811812162399292,
+        "255": 0.5047689080238342
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/spambase/fold_1/result.json b/UCI_N6/aol/runs/spambase/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c09d46eca1347d8c4125728fdbc7a751a023206b
--- /dev/null
+++ b/UCI_N6/aol/runs/spambase/fold_1/result.json
@@ -0,0 +1,144 @@
+{
+    "best_epoch": 27,
+    "best_val_acc": 0.9320652173913043,
+    "test_acc": 0.9296500920810313,
+    "train_size": 1150,
+    "val_size": 736,
+    "test_size": 2715,
+    "stats": {
+        "mean": [
+            [
+                -0.024849632956522313,
+                -0.03413819886956486,
+                -0.00989163035652276,
+                -0.002361400086956756,
+                -0.03987249782608704,
+                0.01090509313043455,
+                0.01957335878260548,
+                0.001824029217390987,
+                -0.024616771288696538,
+                -0.00523980729217439,
+                -0.0020601358313020405,
+                -0.05077641741739166,
+                -0.03844389808695691,
+                0.0008553938956523932,
+                -0.01214520726087042,
+                -0.009230109313042243,
+                0.010565583165218426,
+                -0.046801976826087485,
+                -0.013554089600000253,
+                0.02790070953043506,
+                0.0032765880556492374,
+                -0.022136448173912388,
+                -0.029918836608694217,
+                -0.007934282660868743,
+                -0.023365790114781765,
+                -0.029432224478259654,
+                -0.022027940843476913,
+                -0.010254641513043462,
+                -0.03708282617391394,
+                -0.030502210695652975,
+                -0.006006388869565457,
+                -0.048024147826089034,
+                0.029480932521740062,
+                -0.0510750817391295,
+                -0.028351204086956815,
+                -0.026517849208694946,
+                0.01842911532173985,
+                -0.03338618443478374,
+                0.006675741999999962,
+                -0.04656739886956605,
+                -0.020719941826085986,
+                0.006543958434782931,
+                0.011525401739130135,
+                -0.008087698269565702,
+                0.025108898113044256,
+                -0.007957335130433963,
+                -0.015061640434782204,
+                -0.03721756826086869,
+                -0.03895043960869612,
+                -0.001666222565217826,
+                -0.010009838134782371,
+                0.03633144539478134,
+                -0.06020993099130556,
+                -0.0013161700260872296,
+                -0.03022302409408695,
+                -0.004946863700869469,
+                0.004550906813912774
+            ]
+        ],
+        "std": [
+            [
+                0.8958373484867075,
+                0.9002436174684451,
+                0.9749857170890281,
+                0.9175103073316754,
+                0.8456789748627611,
+                1.0296079196279977,
+                1.0663773858644263,
+                0.9918744873399122,
+                0.9377758356585005,
+                0.9683003635587637,
+                0.9988701214159026,
+                0.8510020785398145,
+                0.8120292232717867,
+                1.1716911892002921,
+                0.9335490252401448,
+                0.9275724825067901,
+                1.0706786172093499,
+                0.8159996197989664,
+                1.018783583831139,
+                1.3842479172234758,
+                1.039815972096556,
+                0.8839135364998896,
+                0.8932393785890523,
+                0.9102522959355095,
+                0.9028197785306566,
+                0.9621741754161531,
+                0.9455093600221522,
+                1.0873334815971143,
+                0.9298495573937857,
+                0.8712375739105048,
+                1.1638136373741579,
+                0.7194920963255054,
+                0.993798468472957,
+                0.7165877104812148,
+                0.7540408567752576,
+                0.9687673124893158,
+                0.981800827979203,
+                0.29631208384482205,
+                1.2015746837404693,
+                0.8040600124748868,
+                0.721184410759368,
+                1.0883976635466879,
+                1.1000595828326398,
+                0.6542723004921799,
+                1.1435952861265584,
+                0.9423531730144734,
+                0.6560729981871746,
+                0.5591229852816202,
+                0.5489093243563901,
+                0.9888972344464931,
+                0.6428451363337641,
+                1.028319563197099,
+                0.6205068262838673,
+                0.5771896246525331,
+                0.41206923845873533,
+                0.6584069792527852,
+                1.0945705958475596
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 57,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 114,
+    "parameters": 59282,
+    "cert_evals": {
+        "36": 0.9034991264343262,
+        "72": 0.8640884160995483,
+        "108": 0.8132597208023071,
+        "255": 0.5255985260009766
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/spambase/fold_2/result.json b/UCI_N6/aol/runs/spambase/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7071837e1effe2df4e611b84c829a1a4a69523b6
--- /dev/null
+++ b/UCI_N6/aol/runs/spambase/fold_2/result.json
@@ -0,0 +1,144 @@
+{
+    "best_epoch": 43,
+    "best_val_acc": 0.9484978540772532,
+    "test_acc": 0.9342296511627907,
+    "train_size": 1150,
+    "val_size": 699,
+    "test_size": 2752,
+    "stats": {
+        "mean": [
+            [
+                0.04921885617391417,
+                0.014926593956521877,
+                0.00847792629565125,
+                0.05005613400000414,
+                0.0033398545217390415,
+                0.022115092173912148,
+                0.020861821652170594,
+                0.01550478669565098,
+                0.005469835709564297,
+                -0.002394102646087372,
+                -0.004648887133041112,
+                -0.03289461768695655,
+                -0.040754755739131086,
+                0.02023474459130333,
+                -0.03975969647826165,
+                -0.0013114386782596627,
+                0.05593795568695754,
+                -0.04049862191304387,
+                0.032395505704347835,
+                0.003473580347827736,
+                -0.03802155532695763,
+                0.020674000869565144,
+                -0.029397571826085454,
+                0.05626614292173871,
+                -0.016279572017390314,
+                -0.040442041434781556,
+                -0.027683359373911642,
+                -0.018165945565216026,
+                -0.0067161096434789095,
+                -0.01001410846956648,
+                -0.022173674869565393,
+                0.0009115565217380702,
+                -0.0006774207913042033,
+                -2.747652173902797e-05,
+                -0.017699280086957207,
+                -0.0014646963999993766,
+                -0.01282538191304263,
+                -0.03204628226087075,
+                0.032762344347826086,
+                -0.009639197913043794,
+                0.10482606808695744,
+                -0.031013759826086604,
+                0.020927692434782336,
+                0.006242524399999054,
+                -0.026823291339128374,
+                0.043980723565215755,
+                -0.005029141565217051,
+                -0.00635898059999959,
+                0.007536563304348806,
+                -0.0018206163191308838,
+                -0.026798041434782056,
+                -0.002352054191304867,
+                -0.031762150104349914,
+                -0.03071606211652189,
+                -0.002249609841739219,
+                -0.015034978442608676,
+                0.011666985643478154
+            ]
+        ],
+        "std": [
+            [
+                1.1778724434167362,
+                1.0760534101769437,
+                1.0559839237532962,
+                1.5297906049045558,
+                1.1364234457764475,
+                1.0490814157140953,
+                1.1363046556284118,
+                1.0380124741143066,
+                1.075498258791,
+                0.8663393072266115,
+                0.9747929071031151,
+                0.969828844789839,
+                0.7696639194748692,
+                1.0473361728395063,
+                0.8303333840972749,
+                0.8838263753298514,
+                1.2440346851573585,
+                0.9334811719941839,
+                1.02990808565559,
+                0.8957714253842652,
+                0.9678502243817942,
+                1.1500298875956583,
+                0.9330778093343873,
+                1.5773371750732401,
+                0.9230289983981412,
+                0.8158091055273212,
+                0.9489997820681896,
+                0.9552807238624355,
+                1.0072242253552435,
+                1.0223260308735955,
+                0.8234643073736883,
+                1.0311031398813912,
+                0.8806613305973721,
+                1.0286119212691307,
+                0.8014510966571808,
+                0.9352593214362214,
+                0.9329050736248139,
+                0.3527683412758974,
+                1.1692746053848972,
+                1.002962447177659,
+                1.4919910858493521,
+                0.8738202541405161,
+                1.1462384337701108,
+                1.0090960980820731,
+                0.9207764793259576,
+                1.0912524568744784,
+                0.816026256403742,
+                0.7771366886117157,
+                0.9566601501316736,
+                0.9562471491235174,
+                0.6185383136448549,
+                0.8282423578976752,
+                0.7966634350742242,
+                0.34217344919196696,
+                0.8296715880092417,
+                0.6379508479090837,
+                1.2381153537237015
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 57,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 114,
+    "parameters": 59282,
+    "cert_evals": {
+        "36": 0.9022529125213623,
+        "72": 0.8615552186965942,
+        "108": 0.8026889562606812,
+        "255": 0.4960029125213623
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/spambase/fold_3/result.json b/UCI_N6/aol/runs/spambase/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b74e9af6c50bec5e6044d7d24755f2b4bbf6e8e9
--- /dev/null
+++ b/UCI_N6/aol/runs/spambase/fold_3/result.json
@@ -0,0 +1,144 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.914327917282127,
+    "test_acc": 0.9206921413121846,
+    "train_size": 1150,
+    "val_size": 677,
+    "test_size": 2774,
+    "stats": {
+        "mean": [
+            [
+                0.018947906521740433,
+                -0.000799500504347751,
+                0.01308322393912882,
+                -0.04350387713043517,
+                -0.017981908217392446,
+                -0.037174041304348704,
+                0.022572385652170752,
+                -0.04463838826086928,
+                -0.00969831843826173,
+                0.015462332956521007,
+                0.02533698608174001,
+                -0.01796958450434803,
+                -0.002596639478261534,
+                -0.008146872721739728,
+                -0.010465523286957488,
+                -0.020865805773911915,
+                -0.023057402052173097,
+                0.015772556173913998,
+                0.029574481513043406,
+                -0.00723897516521638,
+                -0.012929820996524495,
+                0.013256362000000747,
+                -0.016364737217389708,
+                -0.0054786337391299,
+                -0.023381384405216223,
+                0.018361981547826933,
+                -0.027815069829563832,
+                -0.016357650539129607,
+                0.02130572809565106,
+                -0.04712495074782753,
+                -0.023661064608695874,
+                -0.017694028695653844,
+                -0.035716115565216526,
+                -0.015046066956521246,
+                0.017066349999999682,
+                -0.017144463043477796,
+                0.00945527166956592,
+                0.0090967913913036,
+                -0.019910964156521774,
+                -0.012770454869565474,
+                0.008144727217391987,
+                0.026037255217391253,
+                -0.03684596452174003,
+                -0.03572749460869723,
+                -0.026032580895649946,
+                0.034894907043476656,
+                -0.040598744086955754,
+                -0.013571423391303747,
+                0.04706986420869568,
+                0.04318946167130402,
+                -0.01196526951304294,
+                -0.018042527704347985,
+                0.049467921365213274,
+                -0.02400611535652195,
+                0.06052994408086956,
+                0.0599142720547826,
+                -0.0026769801565217854
+            ]
+        ],
+        "std": [
+            [
+                0.9331871594323544,
+                0.9567845251269138,
+                0.9760296399392536,
+                0.051280137756585374,
+                0.9428238363495951,
+                0.8814135527767363,
+                0.9954267960650186,
+                0.6955201641843568,
+                1.0576570344486964,
+                1.1798688036970275,
+                1.0384456763015388,
+                0.9235329672549664,
+                0.9059067437108173,
+                0.8252286378311408,
+                0.9221679162247977,
+                1.0327807332881183,
+                0.9152290942982179,
+                1.0569927523658942,
+                1.019968514725996,
+                0.9205072920345395,
+                0.9958149041823585,
+                1.016878390862468,
+                0.8965516556476434,
+                1.0877876259600743,
+                0.948111265047695,
+                1.0393908013003292,
+                0.9611733587640997,
+                0.9251890870444093,
+                1.1498439764663797,
+                0.8019976062593172,
+                0.8125415636929294,
+                0.8726450743629817,
+                0.6932596937551812,
+                0.8745634092810176,
+                1.3798992402930492,
+                0.8915710521880803,
+                0.9391065100766924,
+                1.1627844455953502,
+                0.8173394703147074,
+                0.9245635097978325,
+                0.9000725380226579,
+                1.1834987177794307,
+                0.775157987005211,
+                0.6770693378003936,
+                0.7878189821125126,
+                1.0585249177081846,
+                0.48012225657491536,
+                0.635321002731002,
+                1.2507891578889274,
+                1.3781763830166411,
+                0.957654911058225,
+                0.6938467149180203,
+                1.3755269217325827,
+                0.35513836957625733,
+                1.6062909589981371,
+                1.7067437542745856,
+                0.9544103185210019
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 57,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 114,
+    "parameters": 59282,
+    "cert_evals": {
+        "36": 0.8875270485877991,
+        "72": 0.8496755361557007,
+        "108": 0.8020908236503601,
+        "255": 0.5032444000244141
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/spect/fold_0/result.json b/UCI_N6/aol/runs/spect/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4906fe60312c2abaa0d331004ce4d5becc9cd66d
--- /dev/null
+++ b/UCI_N6/aol/runs/spect/fold_0/result.json
@@ -0,0 +1,74 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 0.9,
+    "test_acc": 0.6231884057971014,
+    "train_size": 186,
+    "val_size": 10,
+    "test_size": 69,
+    "stats": {
+        "mean": [
+            [
+                -5.252668073495365e-16,
+                1.532824046901829e-15,
+                -3.9753147010771733e-16,
+                -1.0338205799197695e-15,
+                -1.8336586729292908e-15,
+                -9.192169128616887e-16,
+                -4.405078452544976e-16,
+                -1.3382365705427963e-15,
+                -3.581364595565021e-16,
+                -1.082765896059158e-15,
+                9.645808644055123e-16,
+                -1.4206079562407917e-16,
+                -1.8062015443632924e-15,
+                -2.1750820977064893e-15,
+                -4.643836092249311e-16,
+                4.321513278648459e-16,
+                -1.0815721078606364e-15,
+                -1.6653345369377348e-16,
+                -2.6263340367476823e-16,
+                9.633870762069907e-16,
+                -1.6557842313495614e-15,
+                9.896504165744675e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9609812490116691,
+                0.977794794349693,
+                0.9757497794069608,
+                0.9777145841848973,
+                0.9763846529890078,
+                0.9777145841848975,
+                0.9757497794069606,
+                0.9759794254922428,
+                0.9778036455104626,
+                0.9770745392598671,
+                0.9775511304850781,
+                0.9752286427227655,
+                0.9763846529890077,
+                0.9776695904695919,
+                0.9768752085627053,
+                0.9738782701457798,
+                0.9771347940108165,
+                0.9709795017179342,
+                0.9706245820084402,
+                0.9755001122189715,
+                0.9770745392598672,
+                0.9775511304850782
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 22,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 44,
+    "parameters": 9022,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/spect/fold_1/result.json b/UCI_N6/aol/runs/spect/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7de08cdd6342fdce104f5b1090cd86a2a85bc28c
--- /dev/null
+++ b/UCI_N6/aol/runs/spect/fold_1/result.json
@@ -0,0 +1,74 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.7647058823529411,
+    "test_acc": 0.7419354838709677,
+    "train_size": 186,
+    "val_size": 17,
+    "test_size": 62,
+    "stats": {
+        "mean": [
+            [
+                -5.252668073495365e-16,
+                1.532824046901829e-15,
+                -3.9753147010771733e-16,
+                -1.0338205799197695e-15,
+                -1.8336586729292908e-15,
+                -9.192169128616887e-16,
+                -4.405078452544976e-16,
+                -1.3382365705427963e-15,
+                -3.581364595565021e-16,
+                -1.082765896059158e-15,
+                9.645808644055123e-16,
+                -1.4206079562407917e-16,
+                -1.8062015443632924e-15,
+                -2.1750820977064893e-15,
+                -4.643836092249311e-16,
+                4.321513278648459e-16,
+                -1.0815721078606364e-15,
+                -1.6653345369377348e-16,
+                -2.6263340367476823e-16,
+                9.633870762069907e-16,
+                -1.6557842313495614e-15,
+                9.896504165744675e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9609812490116691,
+                0.977794794349693,
+                0.9757497794069608,
+                0.9777145841848973,
+                0.9763846529890078,
+                0.9777145841848975,
+                0.9757497794069606,
+                0.9759794254922428,
+                0.9778036455104626,
+                0.9770745392598671,
+                0.9775511304850781,
+                0.9752286427227655,
+                0.9763846529890077,
+                0.9776695904695919,
+                0.9768752085627053,
+                0.9738782701457798,
+                0.9771347940108165,
+                0.9709795017179342,
+                0.9706245820084402,
+                0.9755001122189715,
+                0.9770745392598672,
+                0.9775511304850782
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 22,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 44,
+    "parameters": 9022,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/spect/fold_2/result.json b/UCI_N6/aol/runs/spect/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b0594db5f20a92c32adc1a8bfdcc2081c944ed6
--- /dev/null
+++ b/UCI_N6/aol/runs/spect/fold_2/result.json
@@ -0,0 +1,74 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.65,
+    "test_acc": 0.6779661016949152,
+    "train_size": 186,
+    "val_size": 20,
+    "test_size": 59,
+    "stats": {
+        "mean": [
+            [
+                -5.252668073495365e-16,
+                1.532824046901829e-15,
+                -3.9753147010771733e-16,
+                -1.0338205799197695e-15,
+                -1.8336586729292908e-15,
+                -9.192169128616887e-16,
+                -4.405078452544976e-16,
+                -1.3382365705427963e-15,
+                -3.581364595565021e-16,
+                -1.082765896059158e-15,
+                9.645808644055123e-16,
+                -1.4206079562407917e-16,
+                -1.8062015443632924e-15,
+                -2.1750820977064893e-15,
+                -4.643836092249311e-16,
+                4.321513278648459e-16,
+                -1.0815721078606364e-15,
+                -1.6653345369377348e-16,
+                -2.6263340367476823e-16,
+                9.633870762069907e-16,
+                -1.6557842313495614e-15,
+                9.896504165744675e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9609812490116691,
+                0.977794794349693,
+                0.9757497794069608,
+                0.9777145841848973,
+                0.9763846529890078,
+                0.9777145841848975,
+                0.9757497794069606,
+                0.9759794254922428,
+                0.9778036455104626,
+                0.9770745392598671,
+                0.9775511304850781,
+                0.9752286427227655,
+                0.9763846529890077,
+                0.9776695904695919,
+                0.9768752085627053,
+                0.9738782701457798,
+                0.9771347940108165,
+                0.9709795017179342,
+                0.9706245820084402,
+                0.9755001122189715,
+                0.9770745392598672,
+                0.9775511304850782
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 22,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 44,
+    "parameters": 9022,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/spect/fold_3/result.json b/UCI_N6/aol/runs/spect/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..abb36904ed3728828a1879528e3f1a7014f34642
--- /dev/null
+++ b/UCI_N6/aol/runs/spect/fold_3/result.json
@@ -0,0 +1,74 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.7222222222222222,
+    "test_acc": 0.7049180327868853,
+    "train_size": 186,
+    "val_size": 18,
+    "test_size": 61,
+    "stats": {
+        "mean": [
+            [
+                -5.252668073495365e-16,
+                1.532824046901829e-15,
+                -3.9753147010771733e-16,
+                -1.0338205799197695e-15,
+                -1.8336586729292908e-15,
+                -9.192169128616887e-16,
+                -4.405078452544976e-16,
+                -1.3382365705427963e-15,
+                -3.581364595565021e-16,
+                -1.082765896059158e-15,
+                9.645808644055123e-16,
+                -1.4206079562407917e-16,
+                -1.8062015443632924e-15,
+                -2.1750820977064893e-15,
+                -4.643836092249311e-16,
+                4.321513278648459e-16,
+                -1.0815721078606364e-15,
+                -1.6653345369377348e-16,
+                -2.6263340367476823e-16,
+                9.633870762069907e-16,
+                -1.6557842313495614e-15,
+                9.896504165744675e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9609812490116691,
+                0.977794794349693,
+                0.9757497794069608,
+                0.9777145841848973,
+                0.9763846529890078,
+                0.9777145841848975,
+                0.9757497794069606,
+                0.9759794254922428,
+                0.9778036455104626,
+                0.9770745392598671,
+                0.9775511304850781,
+                0.9752286427227655,
+                0.9763846529890077,
+                0.9776695904695919,
+                0.9768752085627053,
+                0.9738782701457798,
+                0.9771347940108165,
+                0.9709795017179342,
+                0.9706245820084402,
+                0.9755001122189715,
+                0.9770745392598672,
+                0.9775511304850782
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 22,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 44,
+    "parameters": 9022,
+    "cert_evals": {
+        "36": 0.19672130048274994,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/spectf/fold_0/result.json b/UCI_N6/aol/runs/spectf/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..536d8955614be42b2a917ac4bab219797f113081
--- /dev/null
+++ b/UCI_N6/aol/runs/spectf/fold_0/result.json
@@ -0,0 +1,118 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5238095238095238,
+    "test_acc": 0.4915254237288136,
+    "train_size": 187,
+    "val_size": 21,
+    "test_size": 59,
+    "stats": {
+        "mean": [
+            [
+                9.73262032024493e-08,
+                7.37967914422617e-08,
+                -2.8021390374859026e-07,
+                8.342245993522504e-08,
+                1.438502673446313e-07,
+                4.27807487904935e-09,
+                -3.208556132607522e-09,
+                2.4438502673282447e-07,
+                -4.064171128261887e-08,
+                -1.245989304839758e-07,
+                -2.7005347592964245e-07,
+                -9.828877005220575e-08,
+                -2.7272727281823347e-08,
+                -9.786096256698731e-08,
+                -2.1390374290903598e-08,
+                -1.764705878989899e-08,
+                -2.1016042791891207e-07,
+                -1.443850270181913e-08,
+                -1.9251336897019774e-07,
+                -1.026737967961774e-07,
+                2.2139037467217133e-08,
+                -1.871657754046705e-07,
+                -2.433155080530257e-07,
+                3.422459890534254e-08,
+                6.320855603067246e-08,
+                1.203208557214405e-07,
+                1.5240641710866705e-07,
+                -1.2566844921602035e-07,
+                -1.465240642376751e-07,
+                -2.577540106646021e-07,
+                -1.3475935830036328e-07,
+                -8.181818183804877e-08,
+                3.272727272453287e-07,
+                -5.347593584110138e-08,
+                2.6737967877210432e-08,
+                8.449197850875112e-08,
+                -1.9251336920322585e-08,
+                -1.4919786096240437e-07,
+                -4.705882350701689e-08,
+                -7.112299465890437e-08,
+                -8.395721923564323e-08,
+                2.0106951872948384e-07,
+                -2.2117647054603053e-07,
+                1.7219251329526993e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9973228707261231,
+                0.997322592235688,
+                0.9973223292917861,
+                0.9973227306511006,
+                0.99732255532754,
+                0.997322255366945,
+                0.9973226239770173,
+                0.997322228679491,
+                0.9973224624202952,
+                0.997322743624266,
+                0.9973222482787992,
+                0.997322493534107,
+                0.9973232185155234,
+                0.9973228780399456,
+                0.9973223891564488,
+                0.9973225844652592,
+                0.9973225517530112,
+                0.9973225554412601,
+                0.9973222478195743,
+                0.9973226789069762,
+                0.997322213988001,
+                0.997322643819296,
+                0.9973226574869563,
+                0.9973225588456511,
+                0.9973227088028409,
+                0.9973226325041668,
+                0.9973227670427876,
+                0.9973226762758315,
+                0.9973224495674463,
+                0.997322983837095,
+                0.997321878860045,
+                0.9973226923900768,
+                0.9973225315151032,
+                0.9973225107812234,
+                0.997322704618034,
+                0.9973227074584576,
+                0.9973225552504908,
+                0.9973228014956899,
+                0.9973225828407466,
+                0.9973226373516573,
+                0.9973225174190434,
+                0.9973227159363205,
+                0.9973224262644476,
+                0.9973224878506673
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 44,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 88,
+    "parameters": 35466,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/spectf/fold_1/result.json b/UCI_N6/aol/runs/spectf/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..abd11187dd7f889dade8b5370ca4ffa4121c7b6d
--- /dev/null
+++ b/UCI_N6/aol/runs/spectf/fold_1/result.json
@@ -0,0 +1,118 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.5789473684210527,
+    "test_acc": 0.639344262295082,
+    "train_size": 187,
+    "val_size": 19,
+    "test_size": 61,
+    "stats": {
+        "mean": [
+            [
+                9.73262032024493e-08,
+                7.37967914422617e-08,
+                -2.8021390374859026e-07,
+                8.342245993522504e-08,
+                1.438502673446313e-07,
+                4.27807487904935e-09,
+                -3.208556132607522e-09,
+                2.4438502673282447e-07,
+                -4.064171128261887e-08,
+                -1.245989304839758e-07,
+                -2.7005347592964245e-07,
+                -9.828877005220575e-08,
+                -2.7272727281823347e-08,
+                -9.786096256698731e-08,
+                -2.1390374290903598e-08,
+                -1.764705878989899e-08,
+                -2.1016042791891207e-07,
+                -1.443850270181913e-08,
+                -1.9251336897019774e-07,
+                -1.026737967961774e-07,
+                2.2139037467217133e-08,
+                -1.871657754046705e-07,
+                -2.433155080530257e-07,
+                3.422459890534254e-08,
+                6.320855603067246e-08,
+                1.203208557214405e-07,
+                1.5240641710866705e-07,
+                -1.2566844921602035e-07,
+                -1.465240642376751e-07,
+                -2.577540106646021e-07,
+                -1.3475935830036328e-07,
+                -8.181818183804877e-08,
+                3.272727272453287e-07,
+                -5.347593584110138e-08,
+                2.6737967877210432e-08,
+                8.449197850875112e-08,
+                -1.9251336920322585e-08,
+                -1.4919786096240437e-07,
+                -4.705882350701689e-08,
+                -7.112299465890437e-08,
+                -8.395721923564323e-08,
+                2.0106951872948384e-07,
+                -2.2117647054603053e-07,
+                1.7219251329526993e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9973228707261231,
+                0.997322592235688,
+                0.9973223292917861,
+                0.9973227306511006,
+                0.99732255532754,
+                0.997322255366945,
+                0.9973226239770173,
+                0.997322228679491,
+                0.9973224624202952,
+                0.997322743624266,
+                0.9973222482787992,
+                0.997322493534107,
+                0.9973232185155234,
+                0.9973228780399456,
+                0.9973223891564488,
+                0.9973225844652592,
+                0.9973225517530112,
+                0.9973225554412601,
+                0.9973222478195743,
+                0.9973226789069762,
+                0.997322213988001,
+                0.997322643819296,
+                0.9973226574869563,
+                0.9973225588456511,
+                0.9973227088028409,
+                0.9973226325041668,
+                0.9973227670427876,
+                0.9973226762758315,
+                0.9973224495674463,
+                0.997322983837095,
+                0.997321878860045,
+                0.9973226923900768,
+                0.9973225315151032,
+                0.9973225107812234,
+                0.997322704618034,
+                0.9973227074584576,
+                0.9973225552504908,
+                0.9973228014956899,
+                0.9973225828407466,
+                0.9973226373516573,
+                0.9973225174190434,
+                0.9973227159363205,
+                0.9973224262644476,
+                0.9973224878506673
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 44,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 88,
+    "parameters": 35466,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/spectf/fold_2/result.json b/UCI_N6/aol/runs/spectf/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f186369cc5c0a6192300ee09c27b765b861283e5
--- /dev/null
+++ b/UCI_N6/aol/runs/spectf/fold_2/result.json
@@ -0,0 +1,118 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.65,
+    "test_acc": 0.5166666666666667,
+    "train_size": 187,
+    "val_size": 20,
+    "test_size": 60,
+    "stats": {
+        "mean": [
+            [
+                9.73262032024493e-08,
+                7.37967914422617e-08,
+                -2.8021390374859026e-07,
+                8.342245993522504e-08,
+                1.438502673446313e-07,
+                4.27807487904935e-09,
+                -3.208556132607522e-09,
+                2.4438502673282447e-07,
+                -4.064171128261887e-08,
+                -1.245989304839758e-07,
+                -2.7005347592964245e-07,
+                -9.828877005220575e-08,
+                -2.7272727281823347e-08,
+                -9.786096256698731e-08,
+                -2.1390374290903598e-08,
+                -1.764705878989899e-08,
+                -2.1016042791891207e-07,
+                -1.443850270181913e-08,
+                -1.9251336897019774e-07,
+                -1.026737967961774e-07,
+                2.2139037467217133e-08,
+                -1.871657754046705e-07,
+                -2.433155080530257e-07,
+                3.422459890534254e-08,
+                6.320855603067246e-08,
+                1.203208557214405e-07,
+                1.5240641710866705e-07,
+                -1.2566844921602035e-07,
+                -1.465240642376751e-07,
+                -2.577540106646021e-07,
+                -1.3475935830036328e-07,
+                -8.181818183804877e-08,
+                3.272727272453287e-07,
+                -5.347593584110138e-08,
+                2.6737967877210432e-08,
+                8.449197850875112e-08,
+                -1.9251336920322585e-08,
+                -1.4919786096240437e-07,
+                -4.705882350701689e-08,
+                -7.112299465890437e-08,
+                -8.395721923564323e-08,
+                2.0106951872948384e-07,
+                -2.2117647054603053e-07,
+                1.7219251329526993e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9973228707261231,
+                0.997322592235688,
+                0.9973223292917861,
+                0.9973227306511006,
+                0.99732255532754,
+                0.997322255366945,
+                0.9973226239770173,
+                0.997322228679491,
+                0.9973224624202952,
+                0.997322743624266,
+                0.9973222482787992,
+                0.997322493534107,
+                0.9973232185155234,
+                0.9973228780399456,
+                0.9973223891564488,
+                0.9973225844652592,
+                0.9973225517530112,
+                0.9973225554412601,
+                0.9973222478195743,
+                0.9973226789069762,
+                0.997322213988001,
+                0.997322643819296,
+                0.9973226574869563,
+                0.9973225588456511,
+                0.9973227088028409,
+                0.9973226325041668,
+                0.9973227670427876,
+                0.9973226762758315,
+                0.9973224495674463,
+                0.997322983837095,
+                0.997321878860045,
+                0.9973226923900768,
+                0.9973225315151032,
+                0.9973225107812234,
+                0.997322704618034,
+                0.9973227074584576,
+                0.9973225552504908,
+                0.9973228014956899,
+                0.9973225828407466,
+                0.9973226373516573,
+                0.9973225174190434,
+                0.9973227159363205,
+                0.9973224262644476,
+                0.9973224878506673
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 44,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 88,
+    "parameters": 35466,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/spectf/fold_3/result.json b/UCI_N6/aol/runs/spectf/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c66e5234a1b1224696052464c2bfc245dc0d54b2
--- /dev/null
+++ b/UCI_N6/aol/runs/spectf/fold_3/result.json
@@ -0,0 +1,118 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.5555555555555556,
+    "test_acc": 0.5,
+    "train_size": 187,
+    "val_size": 18,
+    "test_size": 62,
+    "stats": {
+        "mean": [
+            [
+                9.73262032024493e-08,
+                7.37967914422617e-08,
+                -2.8021390374859026e-07,
+                8.342245993522504e-08,
+                1.438502673446313e-07,
+                4.27807487904935e-09,
+                -3.208556132607522e-09,
+                2.4438502673282447e-07,
+                -4.064171128261887e-08,
+                -1.245989304839758e-07,
+                -2.7005347592964245e-07,
+                -9.828877005220575e-08,
+                -2.7272727281823347e-08,
+                -9.786096256698731e-08,
+                -2.1390374290903598e-08,
+                -1.764705878989899e-08,
+                -2.1016042791891207e-07,
+                -1.443850270181913e-08,
+                -1.9251336897019774e-07,
+                -1.026737967961774e-07,
+                2.2139037467217133e-08,
+                -1.871657754046705e-07,
+                -2.433155080530257e-07,
+                3.422459890534254e-08,
+                6.320855603067246e-08,
+                1.203208557214405e-07,
+                1.5240641710866705e-07,
+                -1.2566844921602035e-07,
+                -1.465240642376751e-07,
+                -2.577540106646021e-07,
+                -1.3475935830036328e-07,
+                -8.181818183804877e-08,
+                3.272727272453287e-07,
+                -5.347593584110138e-08,
+                2.6737967877210432e-08,
+                8.449197850875112e-08,
+                -1.9251336920322585e-08,
+                -1.4919786096240437e-07,
+                -4.705882350701689e-08,
+                -7.112299465890437e-08,
+                -8.395721923564323e-08,
+                2.0106951872948384e-07,
+                -2.2117647054603053e-07,
+                1.7219251329526993e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9973228707261231,
+                0.997322592235688,
+                0.9973223292917861,
+                0.9973227306511006,
+                0.99732255532754,
+                0.997322255366945,
+                0.9973226239770173,
+                0.997322228679491,
+                0.9973224624202952,
+                0.997322743624266,
+                0.9973222482787992,
+                0.997322493534107,
+                0.9973232185155234,
+                0.9973228780399456,
+                0.9973223891564488,
+                0.9973225844652592,
+                0.9973225517530112,
+                0.9973225554412601,
+                0.9973222478195743,
+                0.9973226789069762,
+                0.997322213988001,
+                0.997322643819296,
+                0.9973226574869563,
+                0.9973225588456511,
+                0.9973227088028409,
+                0.9973226325041668,
+                0.9973227670427876,
+                0.9973226762758315,
+                0.9973224495674463,
+                0.997322983837095,
+                0.997321878860045,
+                0.9973226923900768,
+                0.9973225315151032,
+                0.9973225107812234,
+                0.997322704618034,
+                0.9973227074584576,
+                0.9973225552504908,
+                0.9973228014956899,
+                0.9973225828407466,
+                0.9973226373516573,
+                0.9973225174190434,
+                0.9973227159363205,
+                0.9973224262644476,
+                0.9973224878506673
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 44,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 88,
+    "parameters": 35466,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-australian-credit/fold_0/result.json b/UCI_N6/aol/runs/statlog-australian-credit/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..339565d744212228562d8d2e9d5fb52e764d3b1f
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-australian-credit/fold_0/result.json
@@ -0,0 +1,58 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.5566037735849056,
+    "test_acc": 0.5752427184466019,
+    "train_size": 172,
+    "val_size": 106,
+    "test_size": 412,
+    "stats": {
+        "mean": [
+            [
+                0.05059407542441863,
+                -0.0114752416860465,
+                0.028838848837209195,
+                0.03936136046511627,
+                0.10460593604651149,
+                0.0779865668604651,
+                0.08156061627906987,
+                0.15811348837209352,
+                0.05523483604651162,
+                0.1309385000000002,
+                0.06254351744186054,
+                -0.11882176316511633,
+                0.041984078837209345,
+                0.07566618604651176
+            ]
+        ],
+        "std": [
+            [
+                1.0101299726407869,
+                1.0530472517300817,
+                0.9967360557731824,
+                0.9782321556549705,
+                1.0601462124818095,
+                1.0386276590440506,
+                0.9921323025144253,
+                1.0098717215967856,
+                0.8568205957330315,
+                1.0017391917815985,
+                0.8280019139302006,
+                0.8059241197617667,
+                1.4892583738151293,
+                1.0047800961056161
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 14,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 28,
+    "parameters": 3726,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-australian-credit/fold_1/result.json b/UCI_N6/aol/runs/statlog-australian-credit/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fed88f73a4933d9710bd7fbf05b5a617e0b13936
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-australian-credit/fold_1/result.json
@@ -0,0 +1,58 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.4639175257731959,
+    "test_acc": 0.46080760095011875,
+    "train_size": 172,
+    "val_size": 97,
+    "test_size": 421,
+    "stats": {
+        "mean": [
+            [
+                -0.0864253130930232,
+                -0.033577701104651185,
+                -0.03875552325581389,
+                0.029890569767441845,
+                0.028733052325581446,
+                0.014722290813953477,
+                0.05829668604651171,
+                -0.01803883720930214,
+                0.054039201162790776,
+                -0.043972749999999845,
+                -0.07365430232558125,
+                -0.024331187647674404,
+                0.08401893802325594,
+                0.08735679069767467
+            ]
+        ],
+        "std": [
+            [
+                0.9209242895195554,
+                0.9435504125386636,
+                1.067477333690663,
+                1.061435553615557,
+                1.0025792818765138,
+                1.0277952989603758,
+                0.9948560751139975,
+                0.9964680315230806,
+                0.9046016810802003,
+                0.994587469176134,
+                1.1556768232845753,
+                0.935329242863178,
+                1.6527499781150876,
+                1.0051200887036142
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 14,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 28,
+    "parameters": 3726,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-australian-credit/fold_2/result.json b/UCI_N6/aol/runs/statlog-australian-credit/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d6359b11417b43a9b368c61df3b87a98cbcc2ef
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-australian-credit/fold_2/result.json
@@ -0,0 +1,58 @@
+{
+    "best_epoch": 23,
+    "best_val_acc": 0.7444444444444445,
+    "test_acc": 0.6635514018691588,
+    "train_size": 172,
+    "val_size": 90,
+    "test_size": 428,
+    "stats": {
+        "mean": [
+            [
+                -0.07147041345930233,
+                -0.029198059883720928,
+                -0.10634986046511644,
+                -0.012728412790697653,
+                -0.06173072674418615,
+                0.0097622159302325,
+                0.05829668604651169,
+                0.08765255813953526,
+                0.008607926744186043,
+                -0.06729424999999996,
+                0.004173023255814025,
+                -0.03348306104651162,
+                -0.012487369767441872,
+                -0.017858651162790676
+            ]
+        ],
+        "std": [
+            [
+                0.971314722723139,
+                0.8466778612216974,
+                1.042970249181201,
+                0.959839375401117,
+                0.918650223910635,
+                0.8910303524098012,
+                0.9948560751139973,
+                1.0082316527571256,
+                0.8072245383487707,
+                0.9913009258016392,
+                0.8525556362245806,
+                0.9327938415221685,
+                0.575642414570075,
+                0.997133880165406
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 14,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 28,
+    "parameters": 3726,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-australian-credit/fold_3/result.json b/UCI_N6/aol/runs/statlog-australian-credit/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9afc58f846c58639e366a2e77f32696588226bf8
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-australian-credit/fold_3/result.json
@@ -0,0 +1,58 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.6893203883495146,
+    "test_acc": 0.6746987951807228,
+    "train_size": 172,
+    "val_size": 103,
+    "test_size": 415,
+    "stats": {
+        "mean": [
+            [
+                -0.1213828103255814,
+                -0.06661143598837206,
+                0.001801104651162605,
+                0.1309130523255815,
+                0.11044239534883706,
+                -0.028884297790697674,
+                0.10482454651162802,
+                0.09939604651162864,
+                -0.012912282558139528,
+                -0.12559799999999988,
+                0.023629854651162924,
+                0.0062312962406976735,
+                0.17098330383720955,
+                0.12242860465116306
+            ]
+        ],
+        "std": [
+            [
+                0.928604583415627,
+                0.9683009241515906,
+                1.0138252442857156,
+                0.9530281481075065,
+                0.9511816420159422,
+                0.9323161262752426,
+                0.9888538720631012,
+                1.0088469910217654,
+                0.7964967613394043,
+                0.9806129187696861,
+                0.964831290983948,
+                0.838672394350281,
+                1.7526808412132595,
+                1.0053240290706722
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 14,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 28,
+    "parameters": 3726,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-german-credit/fold_0/result.json b/UCI_N6/aol/runs/statlog-german-credit/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..10e1703a97e5de5a0337e3ab5eb74ddf32e4e6ee
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-german-credit/fold_0/result.json
@@ -0,0 +1,78 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.7013888888888888,
+    "test_acc": 0.6996699669966997,
+    "train_size": 250,
+    "val_size": 144,
+    "test_size": 606,
+    "stats": {
+        "mean": [
+            [
+                0.008747452000000005,
+                0.11021018984000003,
+                0.06555079600000023,
+                0.10154820480000003,
+                -0.010759709999999997,
+                -0.02979250000000003,
+                0.08191152000000003,
+                0.013589535999999907,
+                0.08188774399999998,
+                -0.06417329279999998,
+                0.041099871999999926,
+                0.0640540519999999,
+                0.02485610000000021,
+                0.057033071999999865,
+                0.037065583999999575,
+                -0.014164548000000032,
+                0.003288288000000005,
+                -0.09291863999999964,
+                0.055446887999999986,
+                0.033893919999999966,
+                -0.019884256,
+                -0.06814002399999995,
+                0.019990000000000167,
+                0.004141975999999968
+            ]
+        ],
+        "std": [
+            [
+                1.003978613784907,
+                1.1209135794421377,
+                1.0561299223802987,
+                1.0960852648064718,
+                1.0015570603843653,
+                1.0186243811552194,
+                0.9706722294277974,
+                0.9826945821214509,
+                0.9667757761368231,
+                0.9930707850493405,
+                0.9574267666614031,
+                1.0136622966442341,
+                1.022617820769464,
+                1.0089854337740911,
+                1.0859859373554877,
+                0.9904599650540205,
+                1.0037797010309435,
+                1.118329779782364,
+                1.1191480919785946,
+                1.026929516139364,
+                1.008621805841551,
+                0.7419439487110271,
+                1.014184725481508,
+                0.9983740501128531
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 24,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 48,
+    "parameters": 10706,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-german-credit/fold_1/result.json b/UCI_N6/aol/runs/statlog-german-credit/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..87960b360eb7f28fb39bf1a2c4e6062846049689
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-german-credit/fold_1/result.json
@@ -0,0 +1,78 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.696969696969697,
+    "test_acc": 0.7111111111111111,
+    "train_size": 250,
+    "val_size": 165,
+    "test_size": 585,
+    "stats": {
+        "mean": [
+            [
+                -0.11847553600000008,
+                0.036239413119999966,
+                0.02862046800000001,
+                -0.09383200439999995,
+                0.060125340400000005,
+                0.15559079999999997,
+                -0.014122872000000066,
+                0.03171004799999993,
+                -0.020949231999999995,
+                0.024086774399999983,
+                0.035430963999999704,
+                0.03635581599999994,
+                0.01380900000000019,
+                -0.02444276800000006,
+                0.015885439999999883,
+                -0.04249425600000005,
+                0.0032882880000000194,
+                -0.05162157599999978,
+                -0.045364992,
+                -0.03910935999999991,
+                0.02430596400000002,
+                -0.06814002399999995,
+                -0.009994999999999971,
+                0.03726506400000005
+            ]
+        ],
+        "std": [
+            [
+                0.9921196542418786,
+                0.9839775335987256,
+                0.9719344651930834,
+                0.8219136288585911,
+                1.0283437624856175,
+                0.935161859470199,
+                1.0304888406780581,
+                0.969745031693504,
+                1.0144787229611012,
+                0.9607218147860226,
+                0.9757296988321245,
+                0.9986987034773843,
+                1.0124834391949327,
+                0.99440586812025,
+                1.0376109095734123,
+                0.9715066082685968,
+                1.003779701030944,
+                1.0681499773760452,
+                0.8871445440000011,
+                0.9654046905991231,
+                0.9876884886364683,
+                0.741943948711028,
+                0.9919250708722922,
+                0.9887116931453116
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 24,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 48,
+    "parameters": 10706,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-german-credit/fold_2/result.json b/UCI_N6/aol/runs/statlog-german-credit/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4837fb542567792a5a6b0b0a2e1caa9bc2ed1baf
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-german-credit/fold_2/result.json
@@ -0,0 +1,78 @@
+{
+    "best_epoch": 54,
+    "best_val_acc": 0.7615894039735099,
+    "test_acc": 0.7228714524207012,
+    "train_size": 250,
+    "val_size": 151,
+    "test_size": 599,
+    "stats": {
+        "mean": [
+            [
+                -0.007155444000000004,
+                -0.02280468616000002,
+                -0.000923963999999978,
+                -0.005769232000000004,
+                0.027214445999999993,
+                -0.033102900000000046,
+                -0.08756082399999997,
+                -0.008155120000000118,
+                -0.043801872000000026,
+                -0.036042587200000024,
+                -0.06660962000000034,
+                -0.012116240000000006,
+                0.03590320000000018,
+                0.03259031999999998,
+                0.015885439999999754,
+                0.014165159999999979,
+                -0.009864799999999998,
+                0.044738240000000214,
+                -0.025202616000000018,
+                -0.02868032000000009,
+                0.015467920000000017,
+                -0.013628039999999968,
+                -0.019989999999999956,
+                0.04554583600000004
+            ]
+        ],
+        "std": [
+            [
+                0.9999148002086538,
+                1.0148356615854706,
+                0.9944072856585561,
+                1.035717095952802,
+                1.0170037494400637,
+                0.9881689707602084,
+                0.9574315744991436,
+                0.9962604301494323,
+                1.0106965591920622,
+                0.938266029045709,
+                1.046848672784522,
+                1.0034643812466981,
+                1.0325345627288987,
+                1.0053273490207943,
+                1.0376109095734132,
+                1.0082616972439922,
+                0.9864816,
+                0.9336343846074779,
+                0.9390127419470407,
+                0.974766613507818,
+                0.9920679785169961,
+                0.9539597199999994,
+                0.9841903486622879,
+                0.9861074856695757
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 24,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 48,
+    "parameters": 10706,
+    "cert_evals": {
+        "36": 0.6093488931655884,
+        "72": 0.46911516785621643,
+        "108": 0.33555924892425537,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-german-credit/fold_3/result.json b/UCI_N6/aol/runs/statlog-german-credit/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bc77b9ae0fb7156322b9760bfe0272f576b35e3f
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-german-credit/fold_3/result.json
@@ -0,0 +1,78 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.7733333333333333,
+    "test_acc": 0.75,
+    "train_size": 250,
+    "val_size": 150,
+    "test_size": 600,
+    "stats": {
+        "mean": [
+            [
+                -0.07712802800000004,
+                0.035575906559999905,
+                0.03600647600000002,
+                0.06969280920000001,
+                -0.07151825079999988,
+                1.2599999999729494e-06,
+                0.09320968800000004,
+                -0.008155136000000117,
+                -0.047610556000000026,
+                -0.07366734000000005,
+                0.04676877999999975,
+                -0.0398143480000001,
+                0.013809000000000111,
+                -0.024442767999999993,
+                0.0794258719999996,
+                -0.023607784000000107,
+                -0.036170976,
+                -0.02409019999999976,
+                0.11593401599999997,
+                0.06518104000000009,
+                0.006629876000000042,
+                -0.013628039999999942,
+                0.03998,
+                -0.028981112000000014
+            ]
+        ],
+        "std": [
+            [
+                0.9961848281424827,
+                1.0357494337664712,
+                0.9956407453516892,
+                1.0641268992559583,
+                0.9722690935335091,
+                0.9495990606515547,
+                0.9583641989375432,
+                1.0028304935144103,
+                0.9697124254270231,
+                0.9284015893774715,
+                0.9387328207858588,
+                0.9103631774518237,
+                1.0124834391949329,
+                0.9944058681202499,
+                1.1756410923708531,
+                0.9842733398970128,
+                0.9503959399474098,
+                1.032426600000002,
+                1.233700183972741,
+                1.0506449065402248,
+                0.9963498257987028,
+                0.9539597199999992,
+                1.028271299122951,
+                1.0068547054058516
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 24,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 48,
+    "parameters": 10706,
+    "cert_evals": {
+        "36": 0.37833333015441895,
+        "72": 0.05666666850447655,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-heart/fold_0/result.json b/UCI_N6/aol/runs/statlog-heart/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef1c6934dd31d34a93cbc5c2a491485acc625c1c
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-heart/fold_0/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.8157894736842105,
+    "test_acc": 0.7151515151515152,
+    "train_size": 67,
+    "val_size": 38,
+    "test_size": 165,
+    "stats": {
+        "mean": [
+            [
+                -0.08198015373134328,
+                -0.20437704477611945,
+                0.14667940298507465,
+                -0.10702356567164191,
+                0.12296643701492538,
+                0.0031060895522387424,
+                0.1721716417910448,
+                0.05256702985074625,
+                -0.09777528358208952,
+                -0.07363618358208954,
+                0.14071911940298493,
+                -0.06190307462686559,
+                0.07189410447761192
+            ]
+        ],
+        "std": [
+            [
+                0.9602755621241335,
+                1.0534397591881424,
+                0.965842016381191,
+                0.8781181021048233,
+                1.1908161716364944,
+                1.0012132661304654,
+                0.983067488143195,
+                0.9410627873975389,
+                0.9570769609540178,
+                0.878212234528083,
+                0.8616316071032667,
+                0.9849557990787127,
+                0.9977403560745624
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 3226,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-heart/fold_1/result.json b/UCI_N6/aol/runs/statlog-heart/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0898381bf6eb2641eef30e95f14f09388ad04582
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-heart/fold_1/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.7647058823529411,
+    "test_acc": 0.756578947368421,
+    "train_size": 67,
+    "val_size": 51,
+    "test_size": 152,
+    "stats": {
+        "mean": [
+            [
+                0.10317251194029849,
+                -0.04498435820895522,
+                -0.10467137313432831,
+                0.12694810597014922,
+                0.17465611791044777,
+                0.25472334328358204,
+                0.08243026865671647,
+                -0.11108194776119398,
+                -0.002699328358208915,
+                -0.025414538805970124,
+                -0.05362482089552247,
+                0.1120346268656717,
+                -0.13575953731343274
+            ]
+        ],
+        "std": [
+            [
+                0.933803946437699,
+                1.0141183535164209,
+                1.0495962756290413,
+                0.9673366402230045,
+                0.8198187755507609,
+                1.1979377392725967,
+                0.9966276802719692,
+                1.0695932382111324,
+                0.997165030870351,
+                0.9974922014552127,
+                0.9446202495075935,
+                1.110709570807387,
+                0.9882692368647951
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 3226,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-heart/fold_2/result.json b/UCI_N6/aol/runs/statlog-heart/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..01d1ebdf28a457b1ad89e8d78bb106886660c9e5
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-heart/fold_2/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.41304347826086957,
+    "test_acc": 0.45222929936305734,
+    "train_size": 67,
+    "val_size": 46,
+    "test_size": 157,
+    "stats": {
+        "mean": [
+            [
+                0.13594266119402976,
+                -0.14061997014925387,
+                0.06813225373134335,
+                -0.08696855671641794,
+                0.03171528507462684,
+                0.04504229850746271,
+                0.18712851940298503,
+                0.03130544776119405,
+                0.09237662686567168,
+                -0.06451316865671636,
+                0.019254119402985,
+                0.08040952238805975,
+                -0.15114120895522393
+            ]
+        ],
+        "std": [
+            [
+                0.8711281879382763,
+                1.040823259043546,
+                0.9637958388354753,
+                0.9133876556024206,
+                0.9725134126319966,
+                1.040829334168815,
+                0.9723132590478262,
+                0.9630003579670339,
+                1.0269376874323441,
+                0.8130127152575585,
+                0.8919207037488958,
+                1.0082879636602924,
+                0.9714271921263085
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 3226,
+    "cert_evals": {
+        "36": 0.4522293210029602,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-heart/fold_3/result.json b/UCI_N6/aol/runs/statlog-heart/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a7875c4652e4d35521cc6495c2e88db79bfeb8f
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-heart/fold_3/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.4294478527607362,
+    "train_size": 67,
+    "val_size": 40,
+    "test_size": 163,
+    "stats": {
+        "mean": [
+            [
+                0.08678730746268656,
+                -0.14061997014925384,
+                0.03671347761194034,
+                0.07263314626865668,
+                -0.06617695701492539,
+                0.17085092537313418,
+                0.08243026865671643,
+                -0.04536504626865671,
+                -0.03439131343283579,
+                -0.07884894179104476,
+                -0.029331820895522515,
+                0.15947211940298509,
+                -0.0511598059701492
+            ]
+        ],
+        "std": [
+            [
+                0.9010573312665855,
+                1.0408232590435458,
+                1.0531172362720425,
+                0.9118585344964205,
+                0.9359858544688878,
+                1.1423287841859981,
+                0.9966276802719692,
+                1.0086415816105951,
+                0.9850040267731803,
+                0.9462659856917733,
+                0.9421179375671704,
+                1.0971195664680449,
+                0.9795524388118361
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 3226,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-image/fold_0/result.json b/UCI_N6/aol/runs/statlog-image/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4ba60c6b8d85275775034f5d235380c8b9d371c
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-image/fold_0/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 75,
+    "best_val_acc": 0.8149171270718232,
+    "test_acc": 0.8132749817651349,
+    "train_size": 577,
+    "val_size": 362,
+    "test_size": 1371,
+    "stats": {
+        "mean": [
+            [
+                0.05277729462738304,
+                -0.026856590034661988,
+                -0.04045374350086678,
+                0.035925407279029424,
+                0.012791040953206106,
+                -0.02749923800693239,
+                0.026879459393414143,
+                0.003427681455805914,
+                -0.003979492894280729,
+                -0.0036277449220103795,
+                -0.004736499878682832,
+                -0.003368361143847496,
+                0.0064276489428076265,
+                -0.008315490103986137,
+                0.007643567209705356,
+                -0.0043468179896013785,
+                0.0004630635528596608,
+                -0.0013222841941074428
+            ]
+        ],
+        "std": [
+            [
+                1.0182285353798557,
+                0.9851787517694358,
+                0.9390514410011299,
+                1.0719805534061642,
+                1.0253303532403122,
+                0.7168098920649388,
+                1.0463467417069485,
+                1.0739156275157598,
+                0.9846461541428279,
+                0.986758186324584,
+                0.9813280135807977,
+                0.9874022073254759,
+                0.9931538939642666,
+                0.9774222979865599,
+                0.9945730722498334,
+                0.98084516278497,
+                0.9787696627538863,
+                1.0056912001088976
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6271,
+    "cert_evals": {
+        "36": 0.6126914620399475,
+        "72": 0.42742523550987244,
+        "108": 0.3012399673461914,
+        "255": 0.2778993546962738
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-image/fold_1/result.json b/UCI_N6/aol/runs/statlog-image/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6565c57745cb8d3f33e02c9c24991b99c6aaced
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-image/fold_1/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 75,
+    "best_val_acc": 0.8639240506329114,
+    "test_acc": 0.8602681721947777,
+    "train_size": 577,
+    "val_size": 316,
+    "test_size": 1417,
+    "stats": {
+        "mean": [
+            [
+                -0.00805977642980937,
+                -0.018866870935875215,
+                0.031481733102252704,
+                -0.043535077989602024,
+                0.004621514436741676,
+                0.01480505808492205,
+                -0.014060085823223602,
+                -0.02213133720970536,
+                0.002966329462738305,
+                0.0030170756499133438,
+                0.002753383032928949,
+                0.0031395960138648014,
+                -0.0019510392547660267,
+                0.0010119288561525432,
+                0.0002420222010398325,
+                0.0026207177123050403,
+                -0.00027903677296360597,
+                -0.004136256395147322
+            ]
+        ],
+        "std": [
+            [
+                0.9953843774509928,
+                1.0074852374270842,
+                1.0783606982862584,
+                0.9028473634226395,
+                1.0693480635548707,
+                1.0940228399134122,
+                0.8711465724120171,
+                0.502597420466186,
+                1.006613669140276,
+                1.0050554458942274,
+                1.0062103872564798,
+                1.0073657656318686,
+                0.9940821219426057,
+                0.9803990682446567,
+                0.9797804248563735,
+                1.0060668347936674,
+                0.9852523228665813,
+                0.9927198570183016
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6271,
+    "cert_evals": {
+        "36": 0.729004979133606,
+        "72": 0.5095272064208984,
+        "108": 0.3563867509365082,
+        "255": 0.2646436095237732
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-image/fold_2/result.json b/UCI_N6/aol/runs/statlog-image/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..04b2f27a3e71575b1d9dc9bd1be7e8d23da52422
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-image/fold_2/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 72,
+    "best_val_acc": 0.843501326259947,
+    "test_acc": 0.8156342182890856,
+    "train_size": 577,
+    "val_size": 377,
+    "test_size": 1356,
+    "stats": {
+        "mean": [
+            [
+                0.05914366984402079,
+                0.022316960745233937,
+                0.06025597920277344,
+                0.004141213171577218,
+                0.06498358975736578,
+                -0.007717641698440197,
+                0.003916004280762564,
+                -0.024700628942807636,
+                -0.011757545424610043,
+                -0.012553493500866587,
+                -0.011469935798960128,
+                -0.011205641403812857,
+                0.0023379489774696394,
+                -0.007725091837088372,
+                0.010744232443674168,
+                -0.011220052305025987,
+                -0.013785179953206241,
+                0.003924050017330997
+            ]
+        ],
+        "std": [
+            [
+                1.024154455792897,
+                0.9811663585132518,
+                1.0550539991337744,
+                1.0439910345858283,
+                1.1416502363087357,
+                0.8904529955722684,
+                1.0841860242487946,
+                0.7205096411504827,
+                0.9892628189620303,
+                0.9876451169861917,
+                0.9910594913771583,
+                0.9889085818803738,
+                1.0052016942584325,
+                1.0015543969928375,
+                1.001939370908761,
+                0.9907018248984832,
+                0.9753060190971025,
+                0.9976064937693578
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6271,
+    "cert_evals": {
+        "36": 0.5781710743904114,
+        "72": 0.4365781545639038,
+        "108": 0.3797934949398041,
+        "255": 0.28392329812049866
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-image/fold_3/result.json b/UCI_N6/aol/runs/statlog-image/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f64bdb012e5e58ae69799b1d1566645a4456e372
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-image/fold_3/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 60,
+    "best_val_acc": 0.8720238095238095,
+    "test_acc": 0.8654259126700071,
+    "train_size": 577,
+    "val_size": 336,
+    "test_size": 1397,
+    "stats": {
+        "mean": [
+            [
+                -0.004805442807625656,
+                0.03371339715771235,
+                0.02189034662045027,
+                0.035925407279029334,
+                0.0042291054419410475,
+                0.03768918716984402,
+                0.012717266897746975,
+                0.03924694882149047,
+                0.00528661488734836,
+                0.005418960658578841,
+                0.0062262528249566835,
+                0.0039763388388214865,
+                -0.003098130467937617,
+                0.010604977712305036,
+                -0.01486111181975736,
+                0.007219200675909865,
+                0.014029051389948003,
+                0.01013749448873485
+            ]
+        ],
+        "std": [
+            [
+                1.008276364629133,
+                1.010568100241832,
+                1.0315325534295983,
+                1.1379229784648968,
+                0.9804535280460098,
+                1.2556130480825498,
+                1.057279793514591,
+                1.3153187531590647,
+                1.004023150383831,
+                1.004919767936061,
+                1.0036256590527597,
+                1.0041255432995537,
+                1.0046162783500956,
+                1.0114881398893187,
+                1.0145020055917877,
+                1.0028701935817135,
+                1.0098377455026906,
+                0.990416131086278
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6271,
+    "cert_evals": {
+        "36": 0.667859673500061,
+        "72": 0.5246957540512085,
+        "108": 0.44452396035194397,
+        "255": 0.279885470867157
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-landsat/fold_0/result.json b/UCI_N6/aol/runs/statlog-landsat/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3300237e66a5a8d6300782cbfcf6ad2958c157d
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-landsat/fold_0/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.835920177383592,
+    "test_acc": 0.8400792527596943,
+    "train_size": 2000,
+    "val_size": 902,
+    "test_size": 3533,
+    "stats": {
+        "mean": [
+            [
+                -6.934999915808593e-08,
+                2.3328000050659715e-07,
+                -1.1755000014720962e-07,
+                4.1650000113531425e-08,
+                2.974999921856458e-08,
+                4.0644999990996356e-07,
+                -1.644000001917445e-07,
+                -1.413499999420309e-07,
+                -8.425000072870282e-08,
+                -1.3005000039911785e-07,
+                2.7175000002155337e-07,
+                1.0295000034876712e-07,
+                1.0184999964849006e-07,
+                6.443749997200598e-07,
+                -1.6854999985216335e-07,
+                3.127500005414563e-07,
+                1.409999956569763e-08,
+                1.658500001333052e-07,
+                -1.2499999977327868e-07,
+                -5.844999979326415e-08,
+                2.847999998976669e-07,
+                3.69650000320354e-07,
+                -2.5099999955369155e-08,
+                -7.789999963525585e-08,
+                2.7900000419078807e-08,
+                1.6560000010702563e-07,
+                -6.818499998652027e-07,
+                5.085000043508758e-08,
+                -2.546000000173132e-07,
+                1.6649999925254233e-08,
+                -5.505499998159635e-07,
+                -2.0430000036758546e-07,
+                6.48000004858651e-08,
+                1.6479999976863612e-07,
+                1.1045000017417816e-07,
+                -5.730000016734849e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9997504252780416,
+                0.9997504353750883,
+                0.9997503864088414,
+                0.9997498292458762,
+                0.999750452450114,
+                0.9997515833752775,
+                0.9997498884010328,
+                0.9997500268501014,
+                0.9997502639520248,
+                0.9997509350029689,
+                0.9997501055034534,
+                0.9997499174689204,
+                0.9997496455953512,
+                0.9997496576620629,
+                0.999749738590197,
+                0.9997497575751876,
+                0.9997501294203239,
+                0.9997495457673908,
+                0.999749811725968,
+                0.9997499464044513,
+                0.9997498084183996,
+                0.9997501411837695,
+                0.9997498091480883,
+                0.9997501130822933,
+                0.9997499551918837,
+                0.9997500274473032,
+                0.999750691794593,
+                0.9997498389478997,
+                0.9997497286241793,
+                0.9997505072133269,
+                0.9997503342441044,
+                0.9997498754279657,
+                0.9997500420188261,
+                0.9997503240021074,
+                0.9997501539041043,
+                0.9997498636945846
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 24126,
+    "cert_evals": {
+        "36": 0.809510350227356,
+        "72": 0.7749788165092468,
+        "108": 0.7336541414260864,
+        "255": 0.473818302154541
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-landsat/fold_1/result.json b/UCI_N6/aol/runs/statlog-landsat/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..24dda19c6484b387a56edb5048bba85425d1f88c
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-landsat/fold_1/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.8391304347826087,
+    "test_acc": 0.8389758179231863,
+    "train_size": 2000,
+    "val_size": 920,
+    "test_size": 3515,
+    "stats": {
+        "mean": [
+            [
+                -6.934999915808593e-08,
+                2.3328000050659715e-07,
+                -1.1755000014720962e-07,
+                4.1650000113531425e-08,
+                2.974999921856458e-08,
+                4.0644999990996356e-07,
+                -1.644000001917445e-07,
+                -1.413499999420309e-07,
+                -8.425000072870282e-08,
+                -1.3005000039911785e-07,
+                2.7175000002155337e-07,
+                1.0295000034876712e-07,
+                1.0184999964849006e-07,
+                6.443749997200598e-07,
+                -1.6854999985216335e-07,
+                3.127500005414563e-07,
+                1.409999956569763e-08,
+                1.658500001333052e-07,
+                -1.2499999977327868e-07,
+                -5.844999979326415e-08,
+                2.847999998976669e-07,
+                3.69650000320354e-07,
+                -2.5099999955369155e-08,
+                -7.789999963525585e-08,
+                2.7900000419078807e-08,
+                1.6560000010702563e-07,
+                -6.818499998652027e-07,
+                5.085000043508758e-08,
+                -2.546000000173132e-07,
+                1.6649999925254233e-08,
+                -5.505499998159635e-07,
+                -2.0430000036758546e-07,
+                6.48000004858651e-08,
+                1.6479999976863612e-07,
+                1.1045000017417816e-07,
+                -5.730000016734849e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9997504252780416,
+                0.9997504353750883,
+                0.9997503864088414,
+                0.9997498292458762,
+                0.999750452450114,
+                0.9997515833752775,
+                0.9997498884010328,
+                0.9997500268501014,
+                0.9997502639520248,
+                0.9997509350029689,
+                0.9997501055034534,
+                0.9997499174689204,
+                0.9997496455953512,
+                0.9997496576620629,
+                0.999749738590197,
+                0.9997497575751876,
+                0.9997501294203239,
+                0.9997495457673908,
+                0.999749811725968,
+                0.9997499464044513,
+                0.9997498084183996,
+                0.9997501411837695,
+                0.9997498091480883,
+                0.9997501130822933,
+                0.9997499551918837,
+                0.9997500274473032,
+                0.999750691794593,
+                0.9997498389478997,
+                0.9997497286241793,
+                0.9997505072133269,
+                0.9997503342441044,
+                0.9997498754279657,
+                0.9997500420188261,
+                0.9997503240021074,
+                0.9997501539041043,
+                0.9997498636945846
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 24126,
+    "cert_evals": {
+        "36": 0.8139402866363525,
+        "72": 0.782930314540863,
+        "108": 0.7382646203041077,
+        "255": 0.5058321952819824
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-landsat/fold_2/result.json b/UCI_N6/aol/runs/statlog-landsat/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ced22edcdd22c1376ac19d71b9bffb490809f1c
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-landsat/fold_2/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 76,
+    "best_val_acc": 0.8454842219804135,
+    "test_acc": 0.8304891922639362,
+    "train_size": 2000,
+    "val_size": 919,
+    "test_size": 3516,
+    "stats": {
+        "mean": [
+            [
+                -6.934999915808593e-08,
+                2.3328000050659715e-07,
+                -1.1755000014720962e-07,
+                4.1650000113531425e-08,
+                2.974999921856458e-08,
+                4.0644999990996356e-07,
+                -1.644000001917445e-07,
+                -1.413499999420309e-07,
+                -8.425000072870282e-08,
+                -1.3005000039911785e-07,
+                2.7175000002155337e-07,
+                1.0295000034876712e-07,
+                1.0184999964849006e-07,
+                6.443749997200598e-07,
+                -1.6854999985216335e-07,
+                3.127500005414563e-07,
+                1.409999956569763e-08,
+                1.658500001333052e-07,
+                -1.2499999977327868e-07,
+                -5.844999979326415e-08,
+                2.847999998976669e-07,
+                3.69650000320354e-07,
+                -2.5099999955369155e-08,
+                -7.789999963525585e-08,
+                2.7900000419078807e-08,
+                1.6560000010702563e-07,
+                -6.818499998652027e-07,
+                5.085000043508758e-08,
+                -2.546000000173132e-07,
+                1.6649999925254233e-08,
+                -5.505499998159635e-07,
+                -2.0430000036758546e-07,
+                6.48000004858651e-08,
+                1.6479999976863612e-07,
+                1.1045000017417816e-07,
+                -5.730000016734849e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9997504252780416,
+                0.9997504353750883,
+                0.9997503864088414,
+                0.9997498292458762,
+                0.999750452450114,
+                0.9997515833752775,
+                0.9997498884010328,
+                0.9997500268501014,
+                0.9997502639520248,
+                0.9997509350029689,
+                0.9997501055034534,
+                0.9997499174689204,
+                0.9997496455953512,
+                0.9997496576620629,
+                0.999749738590197,
+                0.9997497575751876,
+                0.9997501294203239,
+                0.9997495457673908,
+                0.999749811725968,
+                0.9997499464044513,
+                0.9997498084183996,
+                0.9997501411837695,
+                0.9997498091480883,
+                0.9997501130822933,
+                0.9997499551918837,
+                0.9997500274473032,
+                0.999750691794593,
+                0.9997498389478997,
+                0.9997497286241793,
+                0.9997505072133269,
+                0.9997503342441044,
+                0.9997498754279657,
+                0.9997500420188261,
+                0.9997503240021074,
+                0.9997501539041043,
+                0.9997498636945846
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 24126,
+    "cert_evals": {
+        "36": 0.8026165962219238,
+        "72": 0.7718998789787292,
+        "108": 0.7315130829811096,
+        "255": 0.5002843737602234
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-landsat/fold_3/result.json b/UCI_N6/aol/runs/statlog-landsat/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4e96f7f58d948e973cc4545db50b10769830b8cb
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-landsat/fold_3/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 43,
+    "best_val_acc": 0.8196902654867256,
+    "test_acc": 0.8476352308128009,
+    "train_size": 2000,
+    "val_size": 904,
+    "test_size": 3531,
+    "stats": {
+        "mean": [
+            [
+                -6.934999915808593e-08,
+                2.3328000050659715e-07,
+                -1.1755000014720962e-07,
+                4.1650000113531425e-08,
+                2.974999921856458e-08,
+                4.0644999990996356e-07,
+                -1.644000001917445e-07,
+                -1.413499999420309e-07,
+                -8.425000072870282e-08,
+                -1.3005000039911785e-07,
+                2.7175000002155337e-07,
+                1.0295000034876712e-07,
+                1.0184999964849006e-07,
+                6.443749997200598e-07,
+                -1.6854999985216335e-07,
+                3.127500005414563e-07,
+                1.409999956569763e-08,
+                1.658500001333052e-07,
+                -1.2499999977327868e-07,
+                -5.844999979326415e-08,
+                2.847999998976669e-07,
+                3.69650000320354e-07,
+                -2.5099999955369155e-08,
+                -7.789999963525585e-08,
+                2.7900000419078807e-08,
+                1.6560000010702563e-07,
+                -6.818499998652027e-07,
+                5.085000043508758e-08,
+                -2.546000000173132e-07,
+                1.6649999925254233e-08,
+                -5.505499998159635e-07,
+                -2.0430000036758546e-07,
+                6.48000004858651e-08,
+                1.6479999976863612e-07,
+                1.1045000017417816e-07,
+                -5.730000016734849e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9997504252780416,
+                0.9997504353750883,
+                0.9997503864088414,
+                0.9997498292458762,
+                0.999750452450114,
+                0.9997515833752775,
+                0.9997498884010328,
+                0.9997500268501014,
+                0.9997502639520248,
+                0.9997509350029689,
+                0.9997501055034534,
+                0.9997499174689204,
+                0.9997496455953512,
+                0.9997496576620629,
+                0.999749738590197,
+                0.9997497575751876,
+                0.9997501294203239,
+                0.9997495457673908,
+                0.999749811725968,
+                0.9997499464044513,
+                0.9997498084183996,
+                0.9997501411837695,
+                0.9997498091480883,
+                0.9997501130822933,
+                0.9997499551918837,
+                0.9997500274473032,
+                0.999750691794593,
+                0.9997498389478997,
+                0.9997497286241793,
+                0.9997505072133269,
+                0.9997503342441044,
+                0.9997498754279657,
+                0.9997500420188261,
+                0.9997503240021074,
+                0.9997501539041043,
+                0.9997498636945846
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 24126,
+    "cert_evals": {
+        "36": 0.8187481760978699,
+        "72": 0.7915604114532471,
+        "108": 0.7589917778968811,
+        "255": 0.5698102116584778
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-shuttle/fold_0/result.json b/UCI_N6/aol/runs/statlog-shuttle/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..82f53944ebab64993c67e41cb69094c7d1eef3c6
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-shuttle/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.9539548666514702,
+    "test_acc": 0.9543857628290042,
+    "train_size": 14500,
+    "val_size": 8774,
+    "test_size": 34726,
+    "stats": {
+        "mean": [
+            [
+                1.2510344720706063e-08,
+                -4.003449266179364e-09,
+                -2.8330344823007095e-07,
+                2.2496552349729375e-08,
+                4.917241296073994e-09,
+                -3.906206872704791e-09,
+                -2.4448276142207472e-08,
+                8.781379274356982e-09,
+                1.222586207623664e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9999654436530625,
+                0.9999653004098481,
+                0.9999654876854136,
+                0.9999670453911623,
+                0.9999655862280178,
+                0.9999655271700041,
+                0.9999659054814384,
+                0.9999654302872448,
+                0.9999654402261486
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1681,
+    "cert_evals": {
+        "36": 0.8585209846496582,
+        "72": 0.7021539807319641,
+        "108": 0.4561423659324646,
+        "255": 0.055779531598091125
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-shuttle/fold_1/result.json b/UCI_N6/aol/runs/statlog-shuttle/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e555f6d91735a6cf3663ef404b9e053084701cfc
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-shuttle/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 0.9437148217636022,
+    "test_acc": 0.9420965343703535,
+    "train_size": 14500,
+    "val_size": 8528,
+    "test_size": 34972,
+    "stats": {
+        "mean": [
+            [
+                1.2510344720706063e-08,
+                -4.003449266179364e-09,
+                -2.8330344823007095e-07,
+                2.2496552349729375e-08,
+                4.917241296073994e-09,
+                -3.906206872704791e-09,
+                -2.4448276142207472e-08,
+                8.781379274356982e-09,
+                1.222586207623664e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9999654436530625,
+                0.9999653004098481,
+                0.9999654876854136,
+                0.9999670453911623,
+                0.9999655862280178,
+                0.9999655271700041,
+                0.9999659054814384,
+                0.9999654302872448,
+                0.9999654402261486
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1681,
+    "cert_evals": {
+        "36": 0.8533112406730652,
+        "72": 0.746082603931427,
+        "108": 0.6035971641540527,
+        "255": 0.04603682830929756
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-shuttle/fold_2/result.json b/UCI_N6/aol/runs/statlog-shuttle/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..936b613f627ab065660bd166690201060c805392
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-shuttle/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.9159169550173011,
+    "test_acc": 0.917800746482917,
+    "train_size": 14500,
+    "val_size": 8670,
+    "test_size": 34830,
+    "stats": {
+        "mean": [
+            [
+                1.2510344720706063e-08,
+                -4.003449266179364e-09,
+                -2.8330344823007095e-07,
+                2.2496552349729375e-08,
+                4.917241296073994e-09,
+                -3.906206872704791e-09,
+                -2.4448276142207472e-08,
+                8.781379274356982e-09,
+                1.222586207623664e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9999654436530625,
+                0.9999653004098481,
+                0.9999654876854136,
+                0.9999670453911623,
+                0.9999655862280178,
+                0.9999655271700041,
+                0.9999659054814384,
+                0.9999654302872448,
+                0.9999654402261486
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1681,
+    "cert_evals": {
+        "36": 0.8857019543647766,
+        "72": 0.6236290335655212,
+        "108": 0.12147574126720428,
+        "255": 0.0075509618036448956
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-shuttle/fold_3/result.json b/UCI_N6/aol/runs/statlog-shuttle/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..17df6ac9e9f4b91c1ce6e2827d6ce6c0101207f2
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-shuttle/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.9182319199190192,
+    "test_acc": 0.9173047473200613,
+    "train_size": 14500,
+    "val_size": 8891,
+    "test_size": 34609,
+    "stats": {
+        "mean": [
+            [
+                1.2510344720706063e-08,
+                -4.003449266179364e-09,
+                -2.8330344823007095e-07,
+                2.2496552349729375e-08,
+                4.917241296073994e-09,
+                -3.906206872704791e-09,
+                -2.4448276142207472e-08,
+                8.781379274356982e-09,
+                1.222586207623664e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9999654436530625,
+                0.9999653004098481,
+                0.9999654876854136,
+                0.9999670453911623,
+                0.9999655862280178,
+                0.9999655271700041,
+                0.9999659054814384,
+                0.9999654302872448,
+                0.9999654402261486
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1681,
+    "cert_evals": {
+        "36": 0.737235963344574,
+        "72": 0.05567915737628937,
+        "108": 0.04123204946517944,
+        "255": 0.000317836384056136
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-vehicle/fold_0/result.json b/UCI_N6/aol/runs/statlog-vehicle/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..73df0618b3a8f33105b4f1aa2a719cb00f8a40a3
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-vehicle/fold_0/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 29,
+    "best_val_acc": 0.6033057851239669,
+    "test_acc": 0.5972762645914397,
+    "train_size": 211,
+    "val_size": 121,
+    "test_size": 514,
+    "stats": {
+        "mean": [
+            [
+                -0.15146149526066363,
+                -0.10432839952606632,
+                -0.059711114691943054,
+                -0.10485173232227493,
+                -0.05972240473933653,
+                0.023982654502369662,
+                -0.09937442175355453,
+                0.0818855733649288,
+                -0.10596828436018967,
+                -0.11517251252132703,
+                -0.08347083222748818,
+                -0.1053934661943128,
+                -0.08422502947867287,
+                0.06107363270142171,
+                -0.09882898767772512,
+                -0.031016796208530723,
+                -0.05365530142180105,
+                -0.07673026919431288
+            ]
+        ],
+        "std": [
+            [
+                0.9244006895318542,
+                0.9269788321694366,
+                0.9738611659537878,
+                0.9392376060519674,
+                0.9423236941745864,
+                1.2031150582278034,
+                0.9189159479510511,
+                0.9554470489794712,
+                0.9165422543676691,
+                0.9419702932342265,
+                0.899283407616931,
+                0.9016819378903871,
+                0.9169739004303826,
+                1.0374334592683703,
+                1.008232147929816,
+                0.9709165003669759,
+                0.9809690311814254,
+                0.9851749395938914
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6160,
+    "cert_evals": {
+        "36": 0.29182878136634827,
+        "72": 0.16731517016887665,
+        "108": 0.1186770424246788,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-vehicle/fold_1/result.json b/UCI_N6/aol/runs/statlog-vehicle/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ec91e1f18c7b99656b51271389ad6f108c9d61c
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-vehicle/fold_1/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 84,
+    "best_val_acc": 0.6833333333333333,
+    "test_acc": 0.6524271844660194,
+    "train_size": 211,
+    "val_size": 120,
+    "test_size": 515,
+    "stats": {
+        "mean": [
+            [
+                -0.05707185829383899,
+                0.01703814028436017,
+                -0.07233211819905201,
+                -0.08672841545023706,
+                -0.057319243601895775,
+                0.03840272132701431,
+                -0.013982209905213271,
+                0.02121443985781981,
+                -0.007237241706161201,
+                0.0049784149421801165,
+                -0.014029810900473958,
+                -0.016262295578199085,
+                0.0009614558767772847,
+                0.11677855781990558,
+                0.0023493535545024086,
+                -0.010852331753554503,
+                -0.10286354407582957,
+                -0.11368303744075818
+            ]
+        ],
+        "std": [
+            [
+                1.0402738933856586,
+                0.9838455143238437,
+                1.0190627316129826,
+                1.0239103894741375,
+                1.1508302480807033,
+                1.1683856166359436,
+                1.0055121275534542,
+                0.9988185856887961,
+                1.0147533040348673,
+                0.9815814858424408,
+                0.9995251885514925,
+                1.0064285465555274,
+                0.9637935338431834,
+                1.1030605616237845,
+                0.9937126714490084,
+                0.995709949800922,
+                1.0375518355312294,
+                1.0614716810079152
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6160,
+    "cert_evals": {
+        "36": 0.5417475700378418,
+        "72": 0.3922330141067505,
+        "108": 0.24466019868850708,
+        "255": 0.015533980913460255
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-vehicle/fold_2/result.json b/UCI_N6/aol/runs/statlog-vehicle/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0a26270acd1ecc0fabb4ecc3a36b22964fbe6e7
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-vehicle/fold_2/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 44,
+    "best_val_acc": 0.5503875968992248,
+    "test_acc": 0.5849802371541502,
+    "train_size": 211,
+    "val_size": 129,
+    "test_size": 506,
+    "stats": {
+        "mean": [
+            [
+                -0.021963390047393307,
+                0.015501836018957329,
+                0.03765074758293839,
+                -0.033773345592417056,
+                -0.053714301421800954,
+                0.025012608530805693,
+                0.012391009146919438,
+                0.0011931618483411932,
+                0.003732862559241725,
+                -0.004163105436966835,
+                0.014350785308056885,
+                0.008870320853080559,
+                0.03139527815165877,
+                0.07120188767772496,
+                -0.007286610426540335,
+                0.01621079620853081,
+                -0.11362760189573462,
+                -0.0754560952606636
+            ]
+        ],
+        "std": [
+            [
+                1.0013809830173679,
+                0.9782519614775661,
+                1.0067349356663802,
+                0.9925585379225955,
+                0.9656789538710515,
+                1.079511023393183,
+                1.0086208512176316,
+                0.9976671958575583,
+                1.0053473248040818,
+                0.9749627707710302,
+                1.0173842579149284,
+                1.023042568770406,
+                0.9834183626487213,
+                1.0185730954327057,
+                1.033273817278921,
+                0.9965280678503624,
+                0.9690108913489877,
+                1.0258779208898805
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6160,
+    "cert_evals": {
+        "36": 0.14822134375572205,
+        "72": 0.015810277312994003,
+        "108": 0.0019762846641242504,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/statlog-vehicle/fold_3/result.json b/UCI_N6/aol/runs/statlog-vehicle/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c54429499c1d3eda16e7a5822bbce601a28fac61
--- /dev/null
+++ b/UCI_N6/aol/runs/statlog-vehicle/fold_3/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 28,
+    "best_val_acc": 0.5354330708661418,
+    "test_acc": 0.46653543307086615,
+    "train_size": 211,
+    "val_size": 127,
+    "test_size": 508,
+    "stats": {
+        "mean": [
+            [
+                0.04652693270142183,
+                0.020878930331753535,
+                0.004595829952606676,
+                0.050472680521327036,
+                0.10850436966824639,
+                0.11359419241706137,
+                0.0035522710900474227,
+                -0.016401528483412357,
+                0.0019045260663507124,
+                0.02816009017251184,
+                0.02038910379146921,
+                0.003237731909952596,
+                0.0162511691943128,
+                0.05221142748815186,
+                0.04571186824644554,
+                -0.08779599999999993,
+                -0.02366896398104278,
+                -0.04232626635071097
+            ]
+        ],
+        "std": [
+            [
+                1.0660694582459869,
+                0.9954955740331093,
+                1.0005918167210288,
+                1.0225865249631643,
+                1.1919100176742894,
+                1.3676251093574603,
+                0.9782612041335168,
+                1.0070319475298821,
+                0.9609306968438209,
+                0.995608616420587,
+                0.9856739612962143,
+                0.9752124296736733,
+                1.0143856365331891,
+                1.0854963150619814,
+                1.0148237536601927,
+                0.9020045533947828,
+                0.9646100732878,
+                0.9403175219272142
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6160,
+    "cert_evals": {
+        "36": 0.2263779491186142,
+        "72": 0.20078739523887634,
+        "108": 0.07480315119028091,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/steel-plates/fold_0/result.json b/UCI_N6/aol/runs/steel-plates/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6b6eaee90a86aad793b9deadc980ff5fe3c203a4
--- /dev/null
+++ b/UCI_N6/aol/runs/steel-plates/fold_0/result.json
@@ -0,0 +1,84 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.5016393442622951,
+    "test_acc": 0.48218940052128584,
+    "train_size": 485,
+    "val_size": 305,
+    "test_size": 1151,
+    "stats": {
+        "mean": [
+            [
+                -0.033171420824742434,
+                -0.03487799787628848,
+                -0.025752341010309272,
+                -0.02575685641237119,
+                -0.013433178123711241,
+                -0.013203120387628779,
+                -0.01932132132144322,
+                -0.015286709072164926,
+                -0.03529740762886613,
+                -0.06188019999999985,
+                0.029282459793814393,
+                0.02461150515463966,
+                -0.02461150515463966,
+                0.02680637649484613,
+                0.05348254682474227,
+                0.04729742422680411,
+                0.037012766989690665,
+                -0.005113711814433202,
+                -0.04244604482474207,
+                0.016299261237113144,
+                0.02038411958762842,
+                0.024304238721649656,
+                0.01957637484536068,
+                0.03119099608247441,
+                0.008960876804329868,
+                -0.0667112558564948,
+                0.03806582750515489
+            ]
+        ],
+        "std": [
+            [
+                0.9756894853975037,
+                0.9770748287077284,
+                0.928969513709341,
+                0.9289613756914903,
+                0.7271911461061646,
+                0.6249440949513447,
+                0.2710442676106522,
+                0.8321078924444775,
+                0.9681819508369377,
+                0.9379050398893956,
+                1.0059681125158686,
+                1.004435542438173,
+                1.004435542438173,
+                1.0374639889594413,
+                0.9990047126903454,
+                0.9783238676858398,
+                0.9859445483202275,
+                0.9264109604441377,
+                0.9798063758731859,
+                0.9885797784975004,
+                0.9993680933241289,
+                0.9978320614999503,
+                0.9928227904046222,
+                0.9831836156202347,
+                0.9769683973001587,
+                0.9740787014301614,
+                0.9975175191485853
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 27,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 54,
+    "parameters": 13777,
+    "cert_evals": {
+        "36": 0.2919200658798218,
+        "72": 0.2215464860200882,
+        "108": 0.21112076938152313,
+        "255": 0.16333623230457306
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/steel-plates/fold_1/result.json b/UCI_N6/aol/runs/steel-plates/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d8c7517a201ac08a199be9f1db316ac4793df5a3
--- /dev/null
+++ b/UCI_N6/aol/runs/steel-plates/fold_1/result.json
@@ -0,0 +1,84 @@
+{
+    "best_epoch": 59,
+    "best_val_acc": 0.6126760563380281,
+    "test_acc": 0.5102389078498294,
+    "train_size": 485,
+    "val_size": 284,
+    "test_size": 1172,
+    "stats": {
+        "mean": [
+            [
+                0.03706820797938135,
+                0.03657455558762895,
+                0.014421525546391723,
+                0.014414742845360836,
+                -0.04709934408247418,
+                -0.04852457241237108,
+                -0.033936195713195796,
+                -0.05171317672164952,
+                0.013659632577319523,
+                -0.027462527628865894,
+                0.006293505773195868,
+                0.011990152577319948,
+                -0.011990152577319948,
+                -0.03296888268041301,
+                -0.009405954164948402,
+                -0.043928852597938134,
+                0.002384727134020549,
+                -0.013394573402062043,
+                0.027507874268041282,
+                0.038990112989690746,
+                0.0011484783505151038,
+                -0.02832227346391757,
+                -0.023262162268041238,
+                -0.03206279731958757,
+                -0.003237806419175221,
+                -0.04168354620618558,
+                -0.012072491587628926
+            ]
+        ],
+        "std": [
+            [
+                1.015411156192268,
+                1.0184785548739292,
+                1.121885848311569,
+                1.1218788885198352,
+                0.690006383533972,
+                0.5810603178627508,
+                0.2538653505206093,
+                0.7901091189782915,
+                1.0313073308807894,
+                1.1253321716484355,
+                0.9934036908444747,
+                1.002106781592608,
+                1.002106781592608,
+                0.9446882153445072,
+                1.006327755621702,
+                1.0256643689759664,
+                0.9902082423796534,
+                1.0703705601717843,
+                0.9814029395820514,
+                0.9594928614842593,
+                0.9948279945629597,
+                0.9781432437014432,
+                0.9737318425454382,
+                0.9896265964372553,
+                0.996385694776415,
+                1.1531115464252937,
+                0.9965705557829847
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 27,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 54,
+    "parameters": 13777,
+    "cert_evals": {
+        "36": 0.4513651728630066,
+        "72": 0.40017062425613403,
+        "108": 0.35324230790138245,
+        "255": 0.2081911265850067
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/steel-plates/fold_2/result.json b/UCI_N6/aol/runs/steel-plates/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f1a78c35a551deed1cf1ee1af7d265f16fc139b1
--- /dev/null
+++ b/UCI_N6/aol/runs/steel-plates/fold_2/result.json
@@ -0,0 +1,84 @@
+{
+    "best_epoch": 37,
+    "best_val_acc": 0.5469798657718121,
+    "test_acc": 0.5224525043177893,
+    "train_size": 485,
+    "val_size": 298,
+    "test_size": 1158,
+    "stats": {
+        "mean": [
+            [
+                0.01349540909278348,
+                0.011743234845361083,
+                0.055380051591752535,
+                0.05537599281030928,
+                -0.002818057010309121,
+                -0.0043726463257731905,
+                -0.011363671857525773,
+                0.0014854367216495697,
+                -0.017973084123711465,
+                -0.019961297319587557,
+                -0.006256404123711325,
+                0.037232857731959154,
+                -0.037232857731959154,
+                -0.057822187216493647,
+                -0.04968943053608254,
+                0.05299214910515458,
+                0.012450677092783526,
+                -0.0152095140206186,
+                -0.021158501278350353,
+                -0.03180742531958788,
+                0.011834936082473834,
+                0.02963465686597942,
+                0.02183907072164954,
+                0.04186944268041253,
+                0.024153798268247404,
+                -0.04557396327835056,
+                0.03912331686597949
+            ]
+        ],
+        "std": [
+            [
+                1.0305115292152447,
+                1.0350302276108283,
+                1.0568148967701887,
+                1.0568064122935077,
+                0.7926988315617414,
+                0.6342514589481083,
+                0.28414711305629714,
+                0.9056134481718624,
+                0.9751665814504833,
+                1.0270919456979695,
+                0.9900679127467883,
+                1.0066006750596284,
+                1.0066006750596284,
+                0.9543742160994036,
+                1.0004136931230714,
+                1.0094115145490878,
+                1.0121553004352448,
+                0.8186606474983903,
+                1.0281436358716267,
+                1.0235390824617858,
+                1.0008479768803218,
+                0.990294035931081,
+                0.9940477374299497,
+                1.000219892821287,
+                0.9933237184970842,
+                0.9852467220628263,
+                0.994697835657597
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 27,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 54,
+    "parameters": 13777,
+    "cert_evals": {
+        "36": 0.4300518035888672,
+        "72": 0.3652849793434143,
+        "108": 0.3177892863750458,
+        "255": 0.18825560808181763
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/steel-plates/fold_3/result.json b/UCI_N6/aol/runs/steel-plates/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..67454567eb186edd940a862fcebda42b2f6560c0
--- /dev/null
+++ b/UCI_N6/aol/runs/steel-plates/fold_3/result.json
@@ -0,0 +1,84 @@
+{
+    "best_epoch": 96,
+    "best_val_acc": 0.5316901408450704,
+    "test_acc": 0.5273037542662116,
+    "train_size": 485,
+    "val_size": 284,
+    "test_size": 1172,
+    "stats": {
+        "mean": [
+            [
+                0.023743463731958805,
+                0.016176765814433166,
+                0.0014892443092783534,
+                0.0014844411752577274,
+                -0.009514525814432954,
+                -0.020205760659793785,
+                -0.01871218610680407,
+                -0.005845208247422769,
+                0.01885683030927834,
+                -0.00661354618556694,
+                0.013281478350515526,
+                0.0035759175257736252,
+                -0.0035759175257736252,
+                0.001803373195877225,
+                -0.050778439121649456,
+                -0.007776909546391795,
+                0.04831092711340207,
+                -0.05191724047422686,
+                -0.019034719298968952,
+                0.018150954639175196,
+                0.009697649484535607,
+                -0.007318674041237245,
+                -0.01604848907216485,
+                -0.0013126113402060792,
+                0.01597799027505155,
+                0.03087437377319595,
+                0.008060444742267966
+            ]
+        ],
+        "std": [
+            [
+                1.035245883833329,
+                1.0366480375890377,
+                1.0283716528913942,
+                1.0283643226814112,
+                0.804966635241197,
+                0.6387301143243845,
+                0.2927267776520207,
+                0.9211566457266325,
+                1.0248177126554818,
+                0.9991241777878153,
+                0.9956957155110975,
+                1.0004628088385008,
+                1.0004628088385008,
+                0.9913012556247199,
+                0.9711702662146896,
+                0.9776882812482338,
+                0.9942196574638761,
+                0.7385409188908473,
+                1.0098201632818302,
+                0.9666923500151875,
+                0.9978814369963841,
+                1.002103883727627,
+                0.9660799436198654,
+                1.0007299152954314,
+                0.9729135128718771,
+                1.03912258961276,
+                1.0093273706219772
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 27,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 54,
+    "parameters": 13777,
+    "cert_evals": {
+        "36": 0.44965869188308716,
+        "72": 0.39590442180633545,
+        "108": 0.3395904302597046,
+        "255": 0.18430033326148987
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/synthetic-control/fold_0/result.json b/UCI_N6/aol/runs/synthetic-control/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f200a5c0e0d7650151a9c297fe885c24e26d629d
--- /dev/null
+++ b/UCI_N6/aol/runs/synthetic-control/fold_0/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 49,
+    "best_val_acc": 0.7682926829268293,
+    "test_acc": 0.6684782608695652,
+    "train_size": 150,
+    "val_size": 82,
+    "test_size": 368,
+    "stats": {
+        "mean": [
+            [
+                0.03924785799999999,
+                0.09383712196000003,
+                0.07046625366666667,
+                0.0014863559999998659,
+                -0.05929098933333334,
+                -0.038894416533333365,
+                -0.06979297906666665,
+                0.14184743933333332,
+                -0.017701836666666713,
+                0.031171698399999972,
+                -0.021065953866666622,
+                0.0012081412666666543,
+                -0.04361972219999998,
+                0.0025437976666666416,
+                0.07672977846666663,
+                0.020924183333333297,
+                -0.0169760114666666,
+                0.002974836000000029,
+                0.003983265866666657,
+                -0.024021968200000025,
+                -0.03956240413333334,
+                -0.1248241973333334,
+                -0.05730380093333336,
+                -0.05808679486666668,
+                -0.028370202666666712,
+                -0.09732389666666662,
+                -0.05763924799999995,
+                -0.13051837340000005,
+                -0.05395017553333331,
+                -0.03267161173333333,
+                -0.023729760666666683,
+                -0.07524714946666669,
+                -0.06614863693333331,
+                -0.019300918133333376,
+                -0.030039852199999936,
+                0.011592385653333353,
+                0.031318077333333326,
+                0.01763483633333328,
+                -0.0250934726666667,
+                -0.004898507333333266,
+                0.004217182600000006,
+                -0.0246385992666667,
+                -0.030988849866666696,
+                -0.04759142453333339,
+                -0.01953947740000004,
+                -0.01564450933333335,
+                -0.015787699133333277,
+                0.002320799400000045,
+                0.024963803466666677,
+                -0.007529426400000029,
+                0.04093678893333338,
+                0.015736563599999965,
+                -0.03746829866666665,
+                0.014098554666666692,
+                -0.011547875333333272,
+                -0.02319905666666666,
+                -0.03142149800000005,
+                -0.016265246000000014,
+                0.007930060666666574,
+                -0.023128325933333405
+            ]
+        ],
+        "std": [
+            [
+                0.9961076807315135,
+                0.9206509112843125,
+                1.0540224386437416,
+                1.0522148944257685,
+                0.9493400263469906,
+                1.0413681468006608,
+                1.0206521762883793,
+                1.0022196701786035,
+                0.9563400774380424,
+                0.9609145334914101,
+                1.0024994267345215,
+                0.9932555095692103,
+                0.9717731403065037,
+                0.98032175468797,
+                0.9982624484839073,
+                0.9382038270345618,
+                0.9768753390482254,
+                0.9916308705368667,
+                1.006723658496416,
+                1.0297445317020146,
+                1.032876694551145,
+                0.972144505822908,
+                0.9798593024092027,
+                0.9843687966126489,
+                1.011735889322179,
+                1.0429049244153183,
+                1.0346506734246277,
+                1.0538601962572212,
+                0.9988680991418135,
+                1.0180957806321926,
+                0.9596516599467743,
+                0.9834125851120433,
+                1.0264509047524573,
+                1.041847740419822,
+                0.9781778184682978,
+                1.0266071515222082,
+                1.0054089356966365,
+                0.9672870323425345,
+                1.0086182531503245,
+                0.9476236198433843,
+                0.9903141136237383,
+                0.9773410750044438,
+                0.9739559384791738,
+                1.0166341319600727,
+                1.0066772526142282,
+                0.9830356367906539,
+                0.9703713876993874,
+                1.0032669206080842,
+                0.9780136276281223,
+                0.9963547072355085,
+                0.9891349444554035,
+                0.9865762284560603,
+                0.975071666163836,
+                0.9738556836226393,
+                0.9427521925477134,
+                0.9585723823680283,
+                1.023473462894158,
+                0.974178234052611,
+                0.9584708977350718,
+                0.9781662302529668
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 66126,
+    "cert_evals": {
+        "36": 0.5570652484893799,
+        "72": 0.39402174949645996,
+        "108": 0.2663043439388275,
+        "255": 0.1304347813129425
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/synthetic-control/fold_1/result.json b/UCI_N6/aol/runs/synthetic-control/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4a82284d624aca6573743b6599b0a494da7d3d2f
--- /dev/null
+++ b/UCI_N6/aol/runs/synthetic-control/fold_1/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 53,
+    "best_val_acc": 0.8313253012048193,
+    "test_acc": 0.8092643051771117,
+    "train_size": 150,
+    "val_size": 83,
+    "test_size": 367,
+    "stats": {
+        "mean": [
+            [
+                0.07431676333333329,
+                0.055703143333333274,
+                0.059986597200000005,
+                0.05962913333333327,
+                0.01711391199999998,
+                -0.09842530133333331,
+                -0.037238006933333324,
+                0.04494911246666669,
+                0.03584688633333339,
+                -0.03672074413333339,
+                0.1400467430666667,
+                -0.0017188513300000175,
+                0.09355356086666661,
+                0.08375834533333343,
+                0.10196642733333329,
+                -0.002735159333333399,
+                -0.04132526846666665,
+                0.002115888533333303,
+                -0.04545685346666663,
+                -0.026682441333333327,
+                0.0202955157,
+                0.05891559266666658,
+                0.09727385853333322,
+                0.0824819633333333,
+                -0.003187957799999993,
+                0.019345319200000027,
+                0.015127944066666616,
+                -0.01814940193333335,
+                0.028838950733333313,
+                -0.037662185733333346,
+                -0.03617591013333335,
+                0.015016469333333294,
+                0.03429976273333337,
+                0.0064533666666667005,
+                -0.029528327399999967,
+                -0.020207610346666682,
+                -0.015195800666666651,
+                -0.03826542699999998,
+                -0.0280714353333333,
+                -0.03387643922666661,
+                -0.006132136866666568,
+                -0.06652122866666664,
+                -0.012367441333333272,
+                0.04345637599999996,
+                0.04305291933333331,
+                0.025584800666666543,
+                0.017196319133333353,
+                -0.01777196502666665,
+                -0.07746244253333334,
+                -0.044407173933333335,
+                -0.055261454599999996,
+                -0.052746810399999934,
+                -0.0045274859999999695,
+                -0.025930303333333373,
+                0.035556554666666684,
+                0.009908130666666676,
+                0.016988207333333238,
+                -0.00977137813333338,
+                -0.020683775666666668,
+                0.012211349666666682
+            ]
+        ],
+        "std": [
+            [
+                0.9843088538516878,
+                1.0385221048037923,
+                1.0362809707291913,
+                1.070636491980348,
+                1.036981973032216,
+                1.0535025500445936,
+                1.0486711166621683,
+                1.0486450651360273,
+                1.0014223592087255,
+                0.9374084409356886,
+                0.9860590509896011,
+                0.9753368966519272,
+                1.0333021459864373,
+                0.9876115794841844,
+                1.02068622354422,
+                1.0112690289204789,
+                1.0116637203824093,
+                1.033925288406938,
+                1.0512195357703547,
+                1.018333809220628,
+                0.985055866337006,
+                0.943091921098071,
+                0.9490130762941131,
+                0.99910695778916,
+                1.0356025959908477,
+                1.0026236047334451,
+                1.0141313027658527,
+                0.9956117641629766,
+                1.0018305711459572,
+                1.0053268814426604,
+                1.0314502672967765,
+                1.038459737162511,
+                0.937751592640825,
+                0.9861261142353305,
+                0.9749386073698773,
+                0.9772874202358274,
+                0.9591957253028498,
+                0.9926707359223034,
+                0.9729932139063138,
+                0.9920544640877638,
+                0.9836353401854067,
+                0.99810857871081,
+                1.0023120691127656,
+                0.9517953446574153,
+                1.0036265983538577,
+                1.0142510395016522,
+                0.9769674154680212,
+                1.0141447148508704,
+                1.0111479341233067,
+                0.9771982566562517,
+                0.9980648743000833,
+                0.9633210674621704,
+                0.9823793488227291,
+                0.9870075135806297,
+                0.983054034466811,
+                0.990652388626008,
+                1.0024265300075932,
+                0.9594171079813323,
+                0.9682468460883036,
+                0.9900597520223805
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 66126,
+    "cert_evals": {
+        "36": 0.6512261629104614,
+        "72": 0.5122615694999695,
+        "108": 0.4032697379589081,
+        "255": 0.14713896811008453
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/synthetic-control/fold_2/result.json b/UCI_N6/aol/runs/synthetic-control/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..10da3068289c965562b3b49b56981cfff4b666bd
--- /dev/null
+++ b/UCI_N6/aol/runs/synthetic-control/fold_2/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 55,
+    "best_val_acc": 0.8191489361702128,
+    "test_acc": 0.7471910112359551,
+    "train_size": 150,
+    "val_size": 94,
+    "test_size": 356,
+    "stats": {
+        "mean": [
+            [
+                -0.114856322,
+                -0.06579790133333327,
+                0.03355098266666663,
+                -0.03648713526666665,
+                -0.0011477239999999878,
+                0.13642399413333328,
+                -0.07596104666666668,
+                -0.0056418873333333374,
+                0.09558374166666667,
+                0.02089898246666667,
+                0.03188003920000004,
+                0.007430201999999999,
+                -0.0038350263999999894,
+                -0.01883838019999997,
+                0.0748425113333334,
+                0.00488779438666673,
+                0.018437261666666697,
+                0.030671767333333304,
+                0.022914690999999977,
+                0.01594029433333337,
+                -0.048436106666666714,
+                -0.0024884444666667177,
+                0.04168678213333334,
+                0.041644789333333244,
+                0.042822868333333354,
+                0.06534793200000001,
+                -0.010656098666666605,
+                -0.006021577466666684,
+                0.04735826933333332,
+                0.025442156333333393,
+                0.017160075866666614,
+                -0.04544196133333331,
+                -0.013476259999999967,
+                0.033218761599999966,
+                -0.005814218000000064,
+                -0.02626612546666666,
+                0.0554423356666666,
+                -0.005378560400000007,
+                0.004365360799999973,
+                0.01993973579999998,
+                -0.013822085533333268,
+                -0.0276612758666667,
+                -0.005520540333333351,
+                0.027592530666666643,
+                -0.0016518936666666988,
+                -0.02964797600000004,
+                -0.016894890799999965,
+                -0.018347165760000048,
+                0.02878474666666673,
+                0.009005892399999991,
+                0.0005037746666666054,
+                -0.010252967199999949,
+                0.009452513999999928,
+                -0.0006035673333334005,
+                -0.023115470666666638,
+                0.0008124299999999337,
+                -0.010064331333333435,
+                0.02198669420666669,
+                0.005671073333333329,
+                0.009682615733333344
+            ]
+        ],
+        "std": [
+            [
+                1.0560741237905633,
+                1.0909763937676147,
+                0.9591104934810897,
+                1.0027353336789389,
+                1.0137393600188147,
+                0.9974355725372859,
+                0.9334185111764193,
+                1.0358338960107323,
+                0.9936794808583214,
+                1.0639561849283727,
+                1.0322757313313562,
+                1.0330482466022683,
+                1.0135503676371944,
+                1.0679076791635504,
+                0.9641245690753236,
+                1.0282675239598804,
+                1.0002353813184108,
+                0.9684654582597145,
+                1.0331226003460752,
+                1.0536462803122515,
+                0.9988253263652744,
+                1.0354371216022098,
+                0.9964647889804219,
+                1.017635225822453,
+                1.0005114917749387,
+                1.021355655521812,
+                0.9645306146203501,
+                1.0113815411448928,
+                0.9806016929287075,
+                1.0144519155296894,
+                1.0265802362924008,
+                1.02000197200153,
+                1.07766142678815,
+                1.0468290903972308,
+                1.0314178108001988,
+                1.000469001033564,
+                1.0450722590473078,
+                1.0325221094946504,
+                1.048894956227836,
+                0.9833702833504419,
+                1.0153917705572146,
+                1.012455383336184,
+                1.0589782810850652,
+                1.0157128503216464,
+                1.0196629247844613,
+                1.0470501606989209,
+                1.0194159827106324,
+                1.0071984093717992,
+                1.0321411977245474,
+                1.043438003333306,
+                1.0407295108896613,
+                1.027173255849118,
+                1.0179448117519239,
+                1.0453526291643118,
+                1.0174480325437838,
+                1.0318194380088317,
+                1.0133347569254487,
+                1.0231404714757075,
+                1.030328051006465,
+                1.0096253910405713
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 66126,
+    "cert_evals": {
+        "36": 0.6713483333587646,
+        "72": 0.584269642829895,
+        "108": 0.516853928565979,
+        "255": 0.13764044642448425
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/synthetic-control/fold_3/result.json b/UCI_N6/aol/runs/synthetic-control/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c45e2940d2e01a3b42167df2aed6fade77766620
--- /dev/null
+++ b/UCI_N6/aol/runs/synthetic-control/fold_3/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.6966292134831461,
+    "test_acc": 0.7146814404432132,
+    "train_size": 150,
+    "val_size": 89,
+    "test_size": 361,
+    "stats": {
+        "mean": [
+            [
+                0.1277572366666666,
+                0.04134771529333352,
+                0.021863094333333402,
+                0.014401853333333483,
+                -0.002803757326666718,
+                0.06694332266666667,
+                0.07448979026666658,
+                0.06807802960000005,
+                0.019724051666666666,
+                0.06465353440000006,
+                -0.0428330099999999,
+                -0.07357414919666662,
+                -0.04223157999999999,
+                -0.12545532820000008,
+                -0.04292649966666659,
+                -0.10589588954666669,
+                -0.04041633779999999,
+                0.05218024986666674,
+                0.05426686220000013,
+                0.0227305805333333,
+                0.10614008046666681,
+                0.04376943119999995,
+                -0.013266023600000024,
+                -0.07076259793333334,
+                -0.074043531,
+                -0.08001001866666667,
+                -0.07797701933333334,
+                -0.09792546133333335,
+                -0.061854662000000005,
+                -0.024533988199999985,
+                0.03629900386666665,
+                0.0058454133399999395,
+                0.007318489999999978,
+                0.03803268466666662,
+                0.044273164599999956,
+                0.0013259573333333503,
+                -0.002469843333333337,
+                -0.029172804800000018,
+                -0.05582708400000001,
+                -0.05666843433333332,
+                -0.048033903333333315,
+                -0.06985443860000005,
+                -0.0578782198666667,
+                -0.05657032866666666,
+                -0.026883787333333433,
+                -0.00934031266666669,
+                0.011623247533333353,
+                0.035373553640000055,
+                0.013784810000000043,
+                0.005969853333333333,
+                0.02904661893333334,
+                0.02376045733333324,
+                -0.02384677466666665,
+                -0.05474407806666669,
+                -0.06623972000000003,
+                -0.06898137600000002,
+                -0.07447672184000008,
+                -0.08693477600000002,
+                -0.05651159700000001,
+                -0.03601778493333341
+            ]
+        ],
+        "std": [
+            [
+                0.9996137529479245,
+                1.0036117435912413,
+                1.0522681023859373,
+                1.1119684771253828,
+                1.0298920232178084,
+                1.070456358378364,
+                1.0922136476449562,
+                0.9445072794294876,
+                0.9503254307664003,
+                0.9324621895873916,
+                0.9965913991681153,
+                1.1062786611692523,
+                1.1218688680681206,
+                1.0020156097641995,
+                1.0418972253640428,
+                0.9838023238329702,
+                0.9853089091257823,
+                1.0414927333939905,
+                1.0350491750495694,
+                1.0308468611443276,
+                1.0024128778412678,
+                0.9938024611079457,
+                0.9539537713906278,
+                0.9088792441254281,
+                0.9267414020449568,
+                1.0592924551372531,
+                1.035601875159454,
+                1.0348290235762594,
+                1.0072879218281139,
+                1.0455750589807704,
+                0.9984184008706671,
+                0.966055737300902,
+                0.9991473365977808,
+                1.0374974178986145,
+                0.9976106602571032,
+                0.9683911885436237,
+                0.9999529450897607,
+                0.9934502585034328,
+                1.0060525583431303,
+                0.9969439583936579,
+                1.0032737317903146,
+                1.006882715938048,
+                0.9888037727439014,
+                0.997171098741018,
+                1.0163770279221114,
+                0.9925585952400967,
+                1.0393735568577307,
+                1.0254123445542493,
+                1.0212979411217074,
+                1.0292884216225284,
+                0.9986396756965731,
+                0.9791900111960249,
+                1.0282697752335705,
+                1.0042624464425858,
+                1.014742625093536,
+                1.0220728519074882,
+                0.9823536621313895,
+                1.0001527437069238,
+                1.0095902426275776,
+                1.0166981511490805
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 66126,
+    "cert_evals": {
+        "36": 0.5540165901184082,
+        "72": 0.3961218595504761,
+        "108": 0.3019390404224396,
+        "255": 0.08033240586519241
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/teaching/fold_0/result.json b/UCI_N6/aol/runs/teaching/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f256c73ea9b0cfc8c3cf3ff207fa98ebbd05f25
--- /dev/null
+++ b/UCI_N6/aol/runs/teaching/fold_0/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.3181818181818182,
+    "test_acc": 0.34065934065934067,
+    "train_size": 38,
+    "val_size": 22,
+    "test_size": 91,
+    "stats": {
+        "mean": [
+            [
+                -0.11332560526315784,
+                -0.17121901315789478,
+                0.029873731578947377,
+                -0.30744157894736857,
+                -0.12647241315789476
+            ]
+        ],
+        "std": [
+            [
+                1.0757021171452221,
+                0.9379212090884154,
+                0.9728178435489211,
+                1.2214091484203293,
+                1.0035868928906388
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 533,
+    "cert_evals": {
+        "36": 0.34065935015678406,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/teaching/fold_1/result.json b/UCI_N6/aol/runs/teaching/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b0940f95f36006acd8810b87d87e0bab9fefdbe
--- /dev/null
+++ b/UCI_N6/aol/runs/teaching/fold_1/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.375,
+    "test_acc": 0.31958762886597936,
+    "train_size": 38,
+    "val_size": 16,
+    "test_size": 97,
+    "stats": {
+        "mean": [
+            [
+                0.08642726315789476,
+                0.17190744736842098,
+                0.21345746842105265,
+                0.20351052631578942,
+                0.02251846578947367
+            ]
+        ],
+        "std": [
+            [
+                0.9226189788343568,
+                0.9529276096944189,
+                1.0986997290584972,
+                0.7479572951992832,
+                0.9794960526322802
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 533,
+    "cert_evals": {
+        "36": 0.3195876181125641,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/teaching/fold_2/result.json b/UCI_N6/aol/runs/teaching/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e2f66af98ab568d126d0f34f138593657ee74d0
--- /dev/null
+++ b/UCI_N6/aol/runs/teaching/fold_2/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.2916666666666667,
+    "test_acc": 0.33707865168539325,
+    "train_size": 38,
+    "val_size": 24,
+    "test_size": 89,
+    "stats": {
+        "mean": [
+            [
+                -0.11332560526315784,
+                0.02154873684210526,
+                -0.18742893684210518,
+                -0.08846210526315801,
+                -0.16320968421052634
+            ]
+        ],
+        "std": [
+            [
+                1.0757021171452221,
+                0.983440529661239,
+                0.8586823726924572,
+                1.0752563594695814,
+                0.9991610142309885
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 533,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/teaching/fold_3/result.json b/UCI_N6/aol/runs/teaching/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd053641d7f5833a66b487dc6dbd96dc1605ef31
--- /dev/null
+++ b/UCI_N6/aol/runs/teaching/fold_3/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5555555555555556,
+    "test_acc": 0.29473684210526313,
+    "train_size": 38,
+    "val_size": 18,
+    "test_size": 95,
+    "stats": {
+        "mean": [
+            [
+                0.0864272631578948,
+                -0.03628181578947368,
+                -0.2848404736842105,
+                0.057524210526315775,
+                -0.050956549999999996
+            ]
+        ],
+        "std": [
+            [
+                0.9226189788343567,
+                1.030764765505801,
+                0.8345079992343973,
+                0.9376140898091212,
+                1.1033171507511983
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 533,
+    "cert_evals": {
+        "36": 0.2947368621826172,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/thyroid/fold_0/result.json b/UCI_N6/aol/runs/thyroid/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..31511365f99070095f49babe149458c3b6ca5146
--- /dev/null
+++ b/UCI_N6/aol/runs/thyroid/fold_0/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.9165596919127086,
+    "test_acc": 0.9181423321082526,
+    "train_size": 3428,
+    "val_size": 779,
+    "test_size": 2993,
+    "stats": {
+        "mean": [
+            [
+                2.1796966167956114e-07,
+                -8.751458590497311e-08,
+                3.876896143196366e-07,
+                -4.066511084792401e-07,
+                -2.217036219565563e-08,
+                -6.01225204592932e-07,
+                -3.491831976714682e-07,
+                1.7327888073170088e-07,
+                -1.2952158793330312e-07,
+                3.471411895625862e-07,
+                2.2170361729813757e-07,
+                -8.051341829072995e-08,
+                -2.386231042215566e-07,
+                -9.655775979550964e-08,
+                0.0,
+                -1.1260210272149139e-07,
+                3.3932322032535964e-08,
+                -3.3576429478599215e-08,
+                2.5419486573375144e-07,
+                -5.215869288406012e-08,
+                1.4458576431177031e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9998541758225387,
+                0.9998532681152404,
+                0.9998556205991698,
+                0.9998539274386128,
+                0.999854696658317,
+                0.9998534548382348,
+                0.9998502394347666,
+                0.999853857874386,
+                0.9998538109684775,
+                0.9998551002843616,
+                0.9998536686664701,
+                0.9998545576369466,
+                0.9998513717555766,
+                0.9998546597440786,
+                1.0,
+                0.9998533945369356,
+                0.9998545375243406,
+                0.9998541828261739,
+                0.9998546087571518,
+                0.999854053898975,
+                0.999854213852071
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8277,
+    "cert_evals": {
+        "36": 0.03742064908146858,
+        "72": 0.020380888134241104,
+        "108": 0.019044436514377594,
+        "255": 0.009355162270367146
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/thyroid/fold_1/result.json b/UCI_N6/aol/runs/thyroid/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd379da5573ddea7e3f6e23014649c650b8ec8e9
--- /dev/null
+++ b/UCI_N6/aol/runs/thyroid/fold_1/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.9375812743823146,
+    "test_acc": 0.9270729270729271,
+    "train_size": 3428,
+    "val_size": 769,
+    "test_size": 3003,
+    "stats": {
+        "mean": [
+            [
+                2.1796966167956114e-07,
+                -8.751458590497311e-08,
+                3.876896143196366e-07,
+                -4.066511084792401e-07,
+                -2.217036219565563e-08,
+                -6.01225204592932e-07,
+                -3.491831976714682e-07,
+                1.7327888073170088e-07,
+                -1.2952158793330312e-07,
+                3.471411895625862e-07,
+                2.2170361729813757e-07,
+                -8.051341829072995e-08,
+                -2.386231042215566e-07,
+                -9.655775979550964e-08,
+                0.0,
+                -1.1260210272149139e-07,
+                3.3932322032535964e-08,
+                -3.3576429478599215e-08,
+                2.5419486573375144e-07,
+                -5.215869288406012e-08,
+                1.4458576431177031e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9998541758225387,
+                0.9998532681152404,
+                0.9998556205991698,
+                0.9998539274386128,
+                0.999854696658317,
+                0.9998534548382348,
+                0.9998502394347666,
+                0.999853857874386,
+                0.9998538109684775,
+                0.9998551002843616,
+                0.9998536686664701,
+                0.9998545576369466,
+                0.9998513717555766,
+                0.9998546597440786,
+                1.0,
+                0.9998533945369356,
+                0.9998545375243406,
+                0.9998541828261739,
+                0.9998546087571518,
+                0.999854053898975,
+                0.999854213852071
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8277,
+    "cert_evals": {
+        "36": 0.6047285795211792,
+        "72": 0.026973025873303413,
+        "108": 0.02097902074456215,
+        "255": 0.0133200129494071
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/thyroid/fold_2/result.json b/UCI_N6/aol/runs/thyroid/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..732c066f5a8aeccac8ef10fec0cdaf78cd86b6bd
--- /dev/null
+++ b/UCI_N6/aol/runs/thyroid/fold_2/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.9376558603491272,
+    "test_acc": 0.9397306397306397,
+    "train_size": 3428,
+    "val_size": 802,
+    "test_size": 2970,
+    "stats": {
+        "mean": [
+            [
+                2.1796966167956114e-07,
+                -8.751458590497311e-08,
+                3.876896143196366e-07,
+                -4.066511084792401e-07,
+                -2.217036219565563e-08,
+                -6.01225204592932e-07,
+                -3.491831976714682e-07,
+                1.7327888073170088e-07,
+                -1.2952158793330312e-07,
+                3.471411895625862e-07,
+                2.2170361729813757e-07,
+                -8.051341829072995e-08,
+                -2.386231042215566e-07,
+                -9.655775979550964e-08,
+                0.0,
+                -1.1260210272149139e-07,
+                3.3932322032535964e-08,
+                -3.3576429478599215e-08,
+                2.5419486573375144e-07,
+                -5.215869288406012e-08,
+                1.4458576431177031e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9998541758225387,
+                0.9998532681152404,
+                0.9998556205991698,
+                0.9998539274386128,
+                0.999854696658317,
+                0.9998534548382348,
+                0.9998502394347666,
+                0.999853857874386,
+                0.9998538109684775,
+                0.9998551002843616,
+                0.9998536686664701,
+                0.9998545576369466,
+                0.9998513717555766,
+                0.9998546597440786,
+                1.0,
+                0.9998533945369356,
+                0.9998545375243406,
+                0.9998541828261739,
+                0.9998546087571518,
+                0.999854053898975,
+                0.999854213852071
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8277,
+    "cert_evals": {
+        "36": 0.8632996082305908,
+        "72": 0.5962962508201599,
+        "108": 0.05084174871444702,
+        "255": 0.015151514671742916
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/thyroid/fold_3/result.json b/UCI_N6/aol/runs/thyroid/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..42851e689be0396d7dc72aaa4c99c077f716aa69
--- /dev/null
+++ b/UCI_N6/aol/runs/thyroid/fold_3/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.849645390070922,
+    "test_acc": 0.8506684056080861,
+    "train_size": 3428,
+    "val_size": 705,
+    "test_size": 3067,
+    "stats": {
+        "mean": [
+            [
+                2.1796966167956114e-07,
+                -8.751458590497311e-08,
+                3.876896143196366e-07,
+                -4.066511084792401e-07,
+                -2.217036219565563e-08,
+                -6.01225204592932e-07,
+                -3.491831976714682e-07,
+                1.7327888073170088e-07,
+                -1.2952158793330312e-07,
+                3.471411895625862e-07,
+                2.2170361729813757e-07,
+                -8.051341829072995e-08,
+                -2.386231042215566e-07,
+                -9.655775979550964e-08,
+                0.0,
+                -1.1260210272149139e-07,
+                3.3932322032535964e-08,
+                -3.3576429478599215e-08,
+                2.5419486573375144e-07,
+                -5.215869288406012e-08,
+                1.4458576431177031e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9998541758225387,
+                0.9998532681152404,
+                0.9998556205991698,
+                0.9998539274386128,
+                0.999854696658317,
+                0.9998534548382348,
+                0.9998502394347666,
+                0.999853857874386,
+                0.9998538109684775,
+                0.9998551002843616,
+                0.9998536686664701,
+                0.9998545576369466,
+                0.9998513717555766,
+                0.9998546597440786,
+                1.0,
+                0.9998533945369356,
+                0.9998545375243406,
+                0.9998541828261739,
+                0.9998546087571518,
+                0.999854053898975,
+                0.999854213852071
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8277,
+    "cert_evals": {
+        "36": 0.7623084783554077,
+        "72": 0.630583643913269,
+        "108": 0.47864362597465515,
+        "255": 0.019563091918826103
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/tic-tac-toe/fold_0/result.json b/UCI_N6/aol/runs/tic-tac-toe/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..28a37a4fbfe647152abf7425807dbc70e28d6845
--- /dev/null
+++ b/UCI_N6/aol/runs/tic-tac-toe/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.6232876712328768,
+    "test_acc": 0.6736474694589878,
+    "train_size": 239,
+    "val_size": 146,
+    "test_size": 573,
+    "stats": {
+        "mean": [
+            [
+                -0.06774635146443425,
+                0.01449869790794993,
+                0.05074422594142255,
+                -0.014738167364016513,
+                0.015902112970711264,
+                0.01937172301255273,
+                -0.05826698744769888,
+                0.06322694058577437,
+                -0.03456911297071133
+            ]
+        ],
+        "std": [
+            [
+                0.9772364146923964,
+                0.9898671665296854,
+                0.9927899252300538,
+                1.0052200080228313,
+                1.0139839580724326,
+                1.0321649186622677,
+                0.9396177418537401,
+                0.9908262445058792,
+                1.022463266648573
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/tic-tac-toe/fold_1/result.json b/UCI_N6/aol/runs/tic-tac-toe/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a96469eebb0707a84670a3ab15d3836be5041ff8
--- /dev/null
+++ b/UCI_N6/aol/runs/tic-tac-toe/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.7430555555555556,
+    "test_acc": 0.7321739130434782,
+    "train_size": 239,
+    "val_size": 144,
+    "test_size": 575,
+    "stats": {
+        "mean": [
+            [
+                0.055483841004184395,
+                -0.00011965439330530087,
+                0.00808757322175727,
+                -0.029356599999999875,
+                0.039023707112970575,
+                0.019371482008368506,
+                -0.08670484518828446,
+                -0.039102302092049956,
+                0.027046133891213308
+            ]
+        ],
+        "std": [
+            [
+                0.9957045497387771,
+                1.0146010728149857,
+                1.003301186901333,
+                1.0124926159677299,
+                0.9987054895066753,
+                0.9814356430315144,
+                0.973828360138658,
+                1.0003184664932105,
+                0.9832177518418727
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/tic-tac-toe/fold_2/result.json b/UCI_N6/aol/runs/tic-tac-toe/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0e4eb6dda1e739c5d2a052e7d42045c1f49a806
--- /dev/null
+++ b/UCI_N6/aol/runs/tic-tac-toe/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 71,
+    "best_val_acc": 0.7786259541984732,
+    "test_acc": 0.7312925170068028,
+    "train_size": 239,
+    "val_size": 131,
+    "test_size": 588,
+    "stats": {
+        "mean": [
+            [
+                -0.04878792468619211,
+                0.0047529958158996155,
+                0.09814042677824272,
+                -0.024483735564853226,
+                0.034399451882844975,
+                -0.009865222594141925,
+                -0.02508974895397498,
+                0.004753076150627897,
+                -0.04878784100418414
+            ]
+        ],
+        "std": [
+            [
+                1.001934480203885,
+                0.9778484267660271,
+                1.0046660181235467,
+                1.0212723008937266,
+                1.0210245107562923,
+                1.0306454853299336,
+                0.9862518055799147,
+                0.9951065507668124,
+                0.9747736634076275
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/tic-tac-toe/fold_3/result.json b/UCI_N6/aol/runs/tic-tac-toe/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0cc91f4895fbbf56bb1b00513d685fd55e603bac
--- /dev/null
+++ b/UCI_N6/aol/runs/tic-tac-toe/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 15,
+    "best_val_acc": 0.7028985507246377,
+    "test_acc": 0.6626506024096386,
+    "train_size": 239,
+    "val_size": 138,
+    "test_size": 581,
+    "stats": {
+        "mean": [
+            [
+                0.10288007531380783,
+                0.04373577740585817,
+                0.041264979079497874,
+                -0.034229491213389085,
+                -0.05346292050209214,
+                -0.1999054092050213,
+                0.08392158158995812,
+                0.07297261589958158,
+                -0.05826715481171532
+            ]
+        ],
+        "std": [
+            [
+                0.9966065572515563,
+                1.018968015200093,
+                0.9922920069375739,
+                0.9979419605462078,
+                0.9801398510182366,
+                0.9915447189713678,
+                0.9965163996887837,
+                0.9964419395653665,
+                0.9951178388160773
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1586,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/titanic/fold_0/result.json b/UCI_N6/aol/runs/titanic/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6102fba1cd3524503094d75c9ad4ff170fb6ef8e
--- /dev/null
+++ b/UCI_N6/aol/runs/titanic/fold_0/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 23,
+    "best_val_acc": 0.7746478873239436,
+    "test_acc": 0.7839506172839507,
+    "train_size": 550,
+    "val_size": 355,
+    "test_size": 1296,
+    "stats": {
+        "mean": [
+            [
+                -0.033479024545449286,
+                -0.04388359999999998,
+                0.04633865636363635
+            ]
+        ],
+        "std": [
+            [
+                1.0184009911459524,
+                0.9030112522482995,
+                0.965727266734473
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 502,
+    "cert_evals": {
+        "36": 0.7160493731498718,
+        "72": 0.15817901492118835,
+        "108": 0.1558641940355301,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/titanic/fold_1/result.json b/UCI_N6/aol/runs/titanic/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e5ca981afe23f7850db1c0db27a7386c0e24e86
--- /dev/null
+++ b/UCI_N6/aol/runs/titanic/fold_1/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.8022922636103151,
+    "test_acc": 0.7273425499231951,
+    "train_size": 550,
+    "val_size": 349,
+    "test_size": 1302,
+    "stats": {
+        "mean": [
+            [
+                0.00599657709091412,
+                -0.02712665454545435,
+                0.02416022909090901
+            ]
+        ],
+        "std": [
+            [
+                0.993203063568118,
+                0.9413765013907114,
+                0.9824417459762911
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 502,
+    "cert_evals": {
+        "36": 0.6705068945884705,
+        "72": 0.149769589304924,
+        "108": 0.14746543765068054,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/titanic/fold_2/result.json b/UCI_N6/aol/runs/titanic/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1523134daad396f9bad5f65012acf6ca2407950f
--- /dev/null
+++ b/UCI_N6/aol/runs/titanic/fold_2/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.7413249211356467,
+    "test_acc": 0.7773613193403298,
+    "train_size": 550,
+    "val_size": 317,
+    "test_size": 1334,
+    "stats": {
+        "mean": [
+            [
+                0.014578170545459438,
+                -0.043883600000000356,
+                0.03303160000000017
+            ]
+        ],
+        "std": [
+            [
+                1.0150806710594007,
+                0.9030112522482996,
+                0.9758508000000029
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 502,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/titanic/fold_3/result.json b/UCI_N6/aol/runs/titanic/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..14852ef47bf36b543e8823425b03bb319597c60d
--- /dev/null
+++ b/UCI_N6/aol/runs/titanic/fold_3/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.7521865889212828,
+    "test_acc": 0.7775229357798165,
+    "train_size": 550,
+    "val_size": 343,
+    "test_size": 1308,
+    "stats": {
+        "mean": [
+            [
+                0.0077128369090957785,
+                -0.027126654545454543,
+                -0.0290679963636369
+            ]
+        ],
+        "std": [
+            [
+                1.026123748181085,
+                0.9413765013907113,
+                1.0194745387594568
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 502,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/trains/fold_0/result.json b/UCI_N6/aol/runs/trains/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf207742ce04b5804553dd705983ff87d2a46a2e
--- /dev/null
+++ b/UCI_N6/aol/runs/trains/fold_0/result.json
@@ -0,0 +1,88 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.8,
+    "test_acc": 0.6666666666666666,
+    "train_size": 2,
+    "val_size": 5,
+    "test_size": 3,
+    "stats": {
+        "mean": [
+            [
+                -0.61237,
+                -0.9717294999999999,
+                -0.316228,
+                0.621059,
+                0.786374,
+                -0.474342,
+                -0.369273,
+                -0.316228,
+                -0.41404050000000003,
+                -0.161281,
+                1.264911,
+                0.2108185,
+                -0.08519500000000002,
+                -0.685249,
+                -0.7115125,
+                -0.29632100000000006,
+                0.398527,
+                -0.621059,
+                -0.621059,
+                -0.619234,
+                -0.621059,
+                -0.514496,
+                0.41404050000000003,
+                -0.774597,
+                -0.774597,
+                0.711514,
+                -0.316228,
+                0.41404050000000003,
+                -0.316228
+            ]
+        ],
+        "std": [
+            [
+                0.61237,
+                0.6073305,
+                1.0,
+                1.0,
+                0.406746,
+                1.0,
+                0.7385470000000001,
+                1.0,
+                1.0350995,
+                0.322562,
+                1.581139,
+                0.5270465,
+                1.2779150000000001,
+                0.571041,
+                0.16940750000000004,
+                0.740799,
+                1.328423,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0350995,
+                1.0,
+                1.0,
+                1.185856,
+                1.0,
+                1.0350995,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 29,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 58,
+    "parameters": 15546,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/trains/fold_1/result.json b/UCI_N6/aol/runs/trains/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb889619ff3fe987bd0f78f214d16a70f87f094e
--- /dev/null
+++ b/UCI_N6/aol/runs/trains/fold_1/result.json
@@ -0,0 +1,88 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 1.0,
+    "test_acc": 0.75,
+    "train_size": 2,
+    "val_size": 4,
+    "test_size": 4,
+    "stats": {
+        "mean": [
+            [
+                -0.61237,
+                -0.36439749999999993,
+                -0.316228,
+                0.621059,
+                0.10846649999999997,
+                -0.474342,
+                0.7385470000000001,
+                1.264911,
+                -1.44914,
+                -0.8064045,
+                1.264911,
+                -0.316228,
+                -0.5111665000000001,
+                -0.11420999999999992,
+                -0.7115125,
+                -0.29632100000000006,
+                -0.5977899999999999,
+                -0.621059,
+                -0.621059,
+                -0.619234,
+                -0.621059,
+                -0.514496,
+                0.41404050000000003,
+                0.19365149999999998,
+                0.19365149999999998,
+                -0.474342,
+                -0.316228,
+                -0.621059,
+                -0.316228
+            ]
+        ],
+        "std": [
+            [
+                0.61237,
+                1.2146625,
+                1.0,
+                1.0,
+                1.0846535,
+                1.0,
+                0.3692730000000001,
+                1.581139,
+                1.0,
+                0.9676855,
+                1.581139,
+                1.0,
+                0.8519435000000001,
+                1.14208,
+                0.16940750000000004,
+                0.740799,
+                0.33210599999999996,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0350995,
+                0.9682485,
+                0.9682485,
+                1.0,
+                1.0,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 29,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 58,
+    "parameters": 15546,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/trains/fold_2/result.json b/UCI_N6/aol/runs/trains/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..643eb53da5197e15dce4c56e4ba3a9f829439bf6
--- /dev/null
+++ b/UCI_N6/aol/runs/trains/fold_2/result.json
@@ -0,0 +1,88 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 1.0,
+    "test_acc": 0.6666666666666666,
+    "train_size": 2,
+    "val_size": 2,
+    "test_size": 6,
+    "stats": {
+        "mean": [
+            [
+                -0.61237,
+                -0.36439749999999993,
+                -0.316228,
+                0.621059,
+                0.10846649999999997,
+                -0.474342,
+                0.7385470000000001,
+                1.264911,
+                -1.44914,
+                -0.8064045,
+                1.264911,
+                -0.316228,
+                -0.5111665000000001,
+                -0.11420999999999992,
+                -0.7115125,
+                -0.29632100000000006,
+                -0.5977899999999999,
+                -0.621059,
+                -0.621059,
+                -0.619234,
+                -0.621059,
+                -0.514496,
+                0.41404050000000003,
+                0.19365149999999998,
+                0.19365149999999998,
+                -0.474342,
+                -0.316228,
+                -0.621059,
+                -0.316228
+            ]
+        ],
+        "std": [
+            [
+                0.61237,
+                1.2146625,
+                1.0,
+                1.0,
+                1.0846535,
+                1.0,
+                0.3692730000000001,
+                1.581139,
+                1.0,
+                0.9676855,
+                1.581139,
+                1.0,
+                0.8519435000000001,
+                1.14208,
+                0.16940750000000004,
+                0.740799,
+                0.33210599999999996,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0350995,
+                0.9682485,
+                0.9682485,
+                1.0,
+                1.0,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 29,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 58,
+    "parameters": 15546,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/trains/fold_3/result.json b/UCI_N6/aol/runs/trains/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b59f6e37248cf52f9174dfbeda14cdaab26aa0b0
--- /dev/null
+++ b/UCI_N6/aol/runs/trains/fold_3/result.json
@@ -0,0 +1,88 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 1.0,
+    "test_acc": 0.6666666666666666,
+    "train_size": 2,
+    "val_size": 2,
+    "test_size": 6,
+    "stats": {
+        "mean": [
+            [
+                -0.61237,
+                0.24293300000000004,
+                1.264911,
+                -0.41404050000000003,
+                -1.1117685,
+                -0.474342,
+                0.7385470000000001,
+                1.264911,
+                -0.41404050000000003,
+                -0.32255999999999996,
+                -0.316228,
+                -1.370319,
+                -0.5111665000000001,
+                -0.11420999999999992,
+                -0.7115125,
+                -0.29632100000000006,
+                -0.5977899999999999,
+                -0.621059,
+                -0.621059,
+                -0.619234,
+                -0.621059,
+                -0.514496,
+                -0.621059,
+                0.19365149999999998,
+                1.1619,
+                -0.474342,
+                -0.316228,
+                -0.621059,
+                -0.316228
+            ]
+        ],
+        "std": [
+            [
+                0.61237,
+                0.607332,
+                1.581139,
+                1.0350995,
+                0.13558149999999997,
+                1.0,
+                0.3692730000000001,
+                1.581139,
+                1.0350995,
+                1.45153,
+                1.0,
+                1.0540910000000001,
+                0.8519435000000001,
+                1.14208,
+                0.16940750000000004,
+                0.740799,
+                0.33210599999999996,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9682485,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 29,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 58,
+    "parameters": 15546,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/twonorm/fold_0/result.json b/UCI_N6/aol/runs/twonorm/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6281a03b1f02ef7f23e28acbfd65e74468bf6944
--- /dev/null
+++ b/UCI_N6/aol/runs/twonorm/fold_0/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.977961432506887,
+    "test_acc": 0.975566016588209,
+    "train_size": 1850,
+    "val_size": 1089,
+    "test_size": 4461,
+    "stats": {
+        "mean": [
+            [
+                -0.014544049503783818,
+                -0.003368689291891876,
+                0.016772092459459455,
+                0.0019175647345946178,
+                -0.02506532699859457,
+                0.0038982543675675696,
+                0.019339146565999932,
+                -0.009895024481081047,
+                0.006385932609729719,
+                -0.0014487788735135277,
+                -0.02301627440935135,
+                -0.005151859209189199,
+                0.008102996605405427,
+                -0.0044304854756756626,
+                0.0017575496378378407,
+                -0.009554797715135191,
+                0.026529897787837913,
+                0.02922682911891893,
+                -0.01169157914054059,
+                -0.004898149291891907
+            ]
+        ],
+        "std": [
+            [
+                1.008740635111714,
+                1.0057995039659557,
+                0.9837382170327289,
+                1.0009348723588565,
+                0.9894373169495185,
+                0.9855025922172592,
+                1.0016273845342372,
+                1.0019232777130362,
+                1.0102983788423001,
+                0.989126863772442,
+                1.014473431822349,
+                0.9873937513386905,
+                1.0120815536633763,
+                1.0026507637547364,
+                0.9944344640609678,
+                1.0009003980137419,
+                1.017029495884869,
+                0.9934459224888799,
+                1.005170519855988,
+                1.0182286286784454
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 7482,
+    "cert_evals": {
+        "36": 0.9618920087814331,
+        "72": 0.9444071054458618,
+        "108": 0.9170590043067932,
+        "255": 0.7126204967498779
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/twonorm/fold_1/result.json b/UCI_N6/aol/runs/twonorm/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..669043c2aa2a44d9118c5c427d5308a9f33f5605
--- /dev/null
+++ b/UCI_N6/aol/runs/twonorm/fold_1/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.984182776801406,
+    "test_acc": 0.9766545784224842,
+    "train_size": 1850,
+    "val_size": 1138,
+    "test_size": 4412,
+    "stats": {
+        "mean": [
+            [
+                -0.011274481706054077,
+                0.0010725280108108113,
+                0.04904605430486482,
+                0.00013406402702702838,
+                0.0037092568978378815,
+                -0.03159644886486481,
+                0.00852751402702707,
+                -0.014074217665405411,
+                0.026686750430270245,
+                0.023341407989189197,
+                0.00574216419659461,
+                -0.019635965771891885,
+                0.04072469101081081,
+                0.00963421142594593,
+                -0.044921805624324275,
+                -0.025982841086486463,
+                -0.0002432451580000008,
+                -0.011375726291891854,
+                0.021153889262702744,
+                0.01900583370702701
+            ]
+        ],
+        "std": [
+            [
+                0.9976085735229742,
+                1.0108425474557818,
+                1.0105604700510442,
+                1.0350336168987333,
+                0.990362036249636,
+                0.9744762030983907,
+                1.0066091603129825,
+                0.984656658886602,
+                0.9965234554482512,
+                0.973435364067005,
+                0.9921055599456662,
+                1.0065413490604112,
+                1.0042400869906856,
+                0.9880184758483341,
+                0.9898502752755675,
+                0.992736848303296,
+                0.9922171097916167,
+                1.0043754412776131,
+                0.9893350555688326,
+                0.9868441569808528
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 7482,
+    "cert_evals": {
+        "36": 0.9639618992805481,
+        "72": 0.9483227729797363,
+        "108": 0.9276971817016602,
+        "255": 0.7690389752388
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/twonorm/fold_2/result.json b/UCI_N6/aol/runs/twonorm/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e64941f5784efa810ccd9d47db566aff130175ec
--- /dev/null
+++ b/UCI_N6/aol/runs/twonorm/fold_2/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.9758497316636852,
+    "test_acc": 0.9796931407942239,
+    "train_size": 1850,
+    "val_size": 1118,
+    "test_size": 4432,
+    "stats": {
+        "mean": [
+            [
+                0.003976000881081077,
+                0.010715774432432398,
+                -0.017786920248648645,
+                0.0036804860497297266,
+                0.002183984135675682,
+                0.01946380120540544,
+                -0.009359299564702704,
+                -0.02816081002594586,
+                0.031211165720540515,
+                0.0197382945891892,
+                0.004506140226864866,
+                -0.01331618493945946,
+                0.014995027385405353,
+                -0.001854380632432439,
+                -0.01958510810810805,
+                -0.00386884019891889,
+                -0.017393956009891888,
+                -0.0021528696070270597,
+                0.005169307811351341,
+                0.0024582379264864846
+            ]
+        ],
+        "std": [
+            [
+                1.009760000740286,
+                1.0090347482418227,
+                1.0148186512036792,
+                1.0060022323323823,
+                0.9990626780886653,
+                0.9896872166496508,
+                0.9763805914536888,
+                0.9957691924612021,
+                0.9906698247495431,
+                1.0035665264537232,
+                0.9947437173054162,
+                1.0004339807413987,
+                0.9823451342038293,
+                1.0178129069401878,
+                1.020030588883728,
+                1.0098245678900148,
+                0.9925509761821191,
+                0.984129704899966,
+                1.021860274128779,
+                1.0179863343134843
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 7482,
+    "cert_evals": {
+        "36": 0.9695397019386292,
+        "72": 0.9519404172897339,
+        "108": 0.9327617287635803,
+        "255": 0.8009927868843079
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/twonorm/fold_3/result.json b/UCI_N6/aol/runs/twonorm/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..82489ddea0c56868cd7d7d2540c46ca10b90c054
--- /dev/null
+++ b/UCI_N6/aol/runs/twonorm/fold_3/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.9830357142857142,
+    "test_acc": 0.9787810383747179,
+    "train_size": 1850,
+    "val_size": 1120,
+    "test_size": 4430,
+    "stats": {
+        "mean": [
+            [
+                -0.020650926096864895,
+                0.0029367999405405425,
+                -0.006630237378378379,
+                0.010420081979243248,
+                -0.001797412861621615,
+                0.006000229992972958,
+                0.02513403323243256,
+                -0.04051091970432429,
+                0.016437013362162183,
+                0.008169780156756753,
+                0.010605073612270283,
+                -0.014074353574054115,
+                0.001890994940540519,
+                -0.00912456161891894,
+                -0.011556316408108112,
+                -0.004322038713513496,
+                -0.0011294842637837807,
+                -0.006298975859459421,
+                0.017070309424864923,
+                0.0166714651562162
+            ]
+        ],
+        "std": [
+            [
+                0.9799722867298174,
+                0.9831760308737035,
+                1.0071900480073166,
+                1.003544153680456,
+                0.9998334222405475,
+                0.997242014320636,
+                0.9816671365897304,
+                0.9927759081786102,
+                1.0236053141912813,
+                0.9882650425660089,
+                1.0199540485168141,
+                0.9750354662835033,
+                1.000698654175577,
+                0.9953898045603353,
+                0.9850292707815245,
+                0.9950063778865423,
+                0.9842233774554926,
+                1.0005588371487018,
+                1.0122840782683846,
+                1.0155158561773454
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 7482,
+    "cert_evals": {
+        "36": 0.9643340706825256,
+        "72": 0.95033860206604,
+        "108": 0.9288938641548157,
+        "255": 0.7729119658470154
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/vertebral-column-2clases/fold_0/result.json b/UCI_N6/aol/runs/vertebral-column-2clases/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0574909118c3979cd61019a116cdcad5139006e1
--- /dev/null
+++ b/UCI_N6/aol/runs/vertebral-column-2clases/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.3389830508474576,
+    "test_acc": 0.3160919540229885,
+    "train_size": 77,
+    "val_size": 59,
+    "test_size": 174,
+    "stats": {
+        "mean": [
+            [
+                -0.04851593662337664,
+                -0.013603715584415602,
+                0.017817786623376606,
+                -0.052196842324675335,
+                -0.002157415584415587,
+                -0.03604349805194806
+            ]
+        ],
+        "std": [
+            [
+                0.9285507134809343,
+                1.06595981877074,
+                0.9952787423256769,
+                0.8624418582955644,
+                0.9372946280214954,
+                0.7536679299194217
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.31609195470809937,
+        "72": 0.31609195470809937,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/vertebral-column-2clases/fold_1/result.json b/UCI_N6/aol/runs/vertebral-column-2clases/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..31a29d4bb5cda4b2295b1b3d19253cb921ad122b
--- /dev/null
+++ b/UCI_N6/aol/runs/vertebral-column-2clases/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.3333333333333333,
+    "test_acc": 0.3193717277486911,
+    "train_size": 77,
+    "val_size": 42,
+    "test_size": 191,
+    "stats": {
+        "mean": [
+            [
+                -0.01160272857142857,
+                0.19142412077922066,
+                0.13749096324675333,
+                -0.1576678293376624,
+                0.1349718081818182,
+                0.01367927922077926
+            ]
+        ],
+        "std": [
+            [
+                0.9739076978851005,
+                1.1234128014311557,
+                1.0980714645789118,
+                0.9124304878226723,
+                0.8779104710989865,
+                0.8103068848046617
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.3193717300891876,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/vertebral-column-2clases/fold_2/result.json b/UCI_N6/aol/runs/vertebral-column-2clases/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d90985eecf22b495e2f2f4be42d9ed4ae062ba0
--- /dev/null
+++ b/UCI_N6/aol/runs/vertebral-column-2clases/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.23529411764705882,
+    "test_acc": 0.34615384615384615,
+    "train_size": 77,
+    "val_size": 51,
+    "test_size": 182,
+    "stats": {
+        "mean": [
+            [
+                -0.08900769350649353,
+                0.022068336363636327,
+                -0.17777378870129867,
+                -0.13070269816883123,
+                -0.08019039701298694,
+                0.034270005844155946
+            ]
+        ],
+        "std": [
+            [
+                1.1891598679346718,
+                1.0629718968025748,
+                0.9683921685715591,
+                1.1934548554540982,
+                1.0519483392859137,
+                1.4108241281173226
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/vertebral-column-2clases/fold_3/result.json b/UCI_N6/aol/runs/vertebral-column-2clases/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b0861aef70466bf91497d58c3d1b869d8e72fca
--- /dev/null
+++ b/UCI_N6/aol/runs/vertebral-column-2clases/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.8043478260869565,
+    "test_acc": 0.6470588235294118,
+    "train_size": 77,
+    "val_size": 46,
+    "test_size": 187,
+    "stats": {
+        "mean": [
+            [
+                -0.06772925194805193,
+                -0.07967984805194804,
+                -0.14121441038961047,
+                -0.02757299220779231,
+                -0.014883416753246786,
+                -0.1100020467532468
+            ]
+        ],
+        "std": [
+            [
+                1.0828152543652132,
+                1.0199396915025827,
+                0.9339640371725322,
+                0.9916023829290741,
+                1.077978313814909,
+                0.7401101130023645
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 734,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/vertebral-column-3clases/fold_0/result.json b/UCI_N6/aol/runs/vertebral-column-3clases/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3bf894d72cc086e57a849d155494c5bd40f45d79
--- /dev/null
+++ b/UCI_N6/aol/runs/vertebral-column-3clases/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5909090909090909,
+    "test_acc": 0.4603174603174603,
+    "train_size": 77,
+    "val_size": 44,
+    "test_size": 189,
+    "stats": {
+        "mean": [
+            [
+                -0.017758871428571372,
+                -0.13893042727272728,
+                -0.08468526142857148,
+                0.08071379740259733,
+                0.06779229129870129,
+                0.08923458311688294
+            ]
+        ],
+        "std": [
+            [
+                1.0953816731705295,
+                0.8966984943146973,
+                0.956938148341136,
+                1.2077590425927807,
+                1.073031602135157,
+                1.464104633953606
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 747,
+    "cert_evals": {
+        "36": 0.20105819404125214,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/vertebral-column-3clases/fold_1/result.json b/UCI_N6/aol/runs/vertebral-column-3clases/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d59c73271a74cabcc1c427458093a92d3e0740aa
--- /dev/null
+++ b/UCI_N6/aol/runs/vertebral-column-3clases/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.48044692737430167,
+    "train_size": 77,
+    "val_size": 54,
+    "test_size": 179,
+    "stats": {
+        "mean": [
+            [
+                -0.049201149350649384,
+                -0.06358896883116881,
+                -0.11700971038961039,
+                -0.01579821818181819,
+                -6.0709350649427305e-05,
+                0.0891967623376624
+            ]
+        ],
+        "std": [
+            [
+                1.093043067173537,
+                1.0341900281252163,
+                0.948390256340442,
+                1.1192974642236186,
+                1.0160280673716198,
+                1.4089004707085644
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 747,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/vertebral-column-3clases/fold_2/result.json b/UCI_N6/aol/runs/vertebral-column-3clases/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c9afce4da9de0e40fa024e4c7561826aecb5197
--- /dev/null
+++ b/UCI_N6/aol/runs/vertebral-column-3clases/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.4107142857142857,
+    "test_acc": 0.5084745762711864,
+    "train_size": 77,
+    "val_size": 56,
+    "test_size": 177,
+    "stats": {
+        "mean": [
+            [
+                -0.030620783376623464,
+                -0.15526778051948048,
+                -0.0557417341558442,
+                0.0764179809090909,
+                -0.11299565064935047,
+                -0.10344603831168832
+            ]
+        ],
+        "std": [
+            [
+                0.9944305280127423,
+                0.9108287434677631,
+                0.8529822131400763,
+                0.9664086884725089,
+                0.9649650863065573,
+                0.713799883374489
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 747,
+    "cert_evals": {
+        "36": 0.508474588394165,
+        "72": 0.508474588394165,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/vertebral-column-3clases/fold_3/result.json b/UCI_N6/aol/runs/vertebral-column-3clases/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..597fccc5b0c47582ea5e98129aa715a7d4829ff1
--- /dev/null
+++ b/UCI_N6/aol/runs/vertebral-column-3clases/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.39622641509433965,
+    "test_acc": 0.3,
+    "train_size": 77,
+    "val_size": 53,
+    "test_size": 180,
+    "stats": {
+        "mean": [
+            [
+                0.20264046623376622,
+                0.3261196974025974,
+                0.10299690753246762,
+                0.017040496636363645,
+                -0.09640795220779223,
+                0.03692924155844167
+            ]
+        ],
+        "std": [
+            [
+                1.1066380009229393,
+                1.1415960579871545,
+                1.0733819141948675,
+                1.089301161345955,
+                0.9585561559088557,
+                0.8693443253284101
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 747,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/wall-following/fold_0/result.json b/UCI_N6/aol/runs/wall-following/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..72032f26106716d01ed7d567878589621bfa73c7
--- /dev/null
+++ b/UCI_N6/aol/runs/wall-following/fold_0/result.json
@@ -0,0 +1,78 @@
+{
+    "best_epoch": 34,
+    "best_val_acc": 0.7036585365853658,
+    "test_acc": 0.7007946210268948,
+    "train_size": 1364,
+    "val_size": 820,
+    "test_size": 3272,
+    "stats": {
+        "mean": [
+            [
+                -0.005686892404692003,
+                0.022638621533284334,
+                0.0029726543621700742,
+                -0.007766223049853293,
+                -0.008952794454545568,
+                0.009051411851906211,
+                0.004111615835777271,
+                0.054535739948680446,
+                0.01721141257331339,
+                -0.00017557098093850144,
+                -0.0030259690689149518,
+                -0.015323145063782956,
+                0.004263515249266924,
+                0.013408757045454725,
+                -0.0019448981744868829,
+                0.0003941872595307252,
+                -0.023833700213343096,
+                -0.0418792441422289,
+                -0.01742122004472146,
+                -0.01653938162023472,
+                0.004910744486803571,
+                0.04303871550586514,
+                -0.015449803416422289,
+                -0.003778200753665663
+            ]
+        ],
+        "std": [
+            [
+                0.9538903586600096,
+                1.0100879107934733,
+                1.0049069273556643,
+                0.9922954720481119,
+                0.9870136651293122,
+                0.990779450218937,
+                0.997732207974109,
+                1.0249084242333972,
+                1.0039227101782235,
+                0.9840871960957936,
+                0.9963448823117925,
+                0.9855998980612843,
+                1.0024509972558129,
+                1.0025416545074122,
+                0.9881545916458445,
+                1.0165283990308178,
+                0.9738216818182036,
+                0.9275548118344852,
+                0.9839704565560611,
+                0.9728388862456517,
+                1.0184938963953918,
+                1.0303474329203226,
+                0.9612235203553664,
+                0.9816909108470405
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 24,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 48,
+    "parameters": 10804,
+    "cert_evals": {
+        "36": 0.6066626310348511,
+        "72": 0.5042787790298462,
+        "108": 0.4055623710155487,
+        "255": 0.09566015005111694
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/wall-following/fold_1/result.json b/UCI_N6/aol/runs/wall-following/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8eb3c812e24fa50f3e01cd7d86d38746937c9f21
--- /dev/null
+++ b/UCI_N6/aol/runs/wall-following/fold_1/result.json
@@ -0,0 +1,78 @@
+{
+    "best_epoch": 94,
+    "best_val_acc": 0.7196495619524406,
+    "test_acc": 0.7139386577588824,
+    "train_size": 1364,
+    "val_size": 799,
+    "test_size": 3293,
+    "stats": {
+        "mean": [
+            [
+                -0.02975309696847506,
+                0.005558309164222893,
+                0.004718745812316816,
+                -0.020307799296187545,
+                -0.007320344633431353,
+                -0.028494500266862125,
+                -0.024019284164222755,
+                0.009570253951612977,
+                0.01097609736070351,
+                -0.00032918113929638346,
+                0.032141068781524784,
+                0.02072696681818175,
+                0.02201199852639303,
+                0.02843859972873922,
+                -0.010288174340176055,
+                -0.0025629487653958533,
+                0.014673984588709695,
+                -0.0024179095725806485,
+                0.011989980659823955,
+                0.014437480175952963,
+                0.010780398057038091,
+                -0.02107569172287382,
+                0.018757813350439904,
+                -0.03195081329985328
+            ]
+        ],
+        "std": [
+            [
+                0.945216136192205,
+                0.9992147601024853,
+                1.0013950133535414,
+                1.0070090886620435,
+                1.0100405651888793,
+                1.0035220275618202,
+                1.0076868559644707,
+                1.0146043586860587,
+                1.0036702207634716,
+                1.0020409725295103,
+                1.0195319569843622,
+                1.018330702441904,
+                1.0188371291097438,
+                1.0099651693219551,
+                0.9929137513000473,
+                0.9893773454929811,
+                1.0312952518146736,
+                0.9850531254011928,
+                0.9991545369015657,
+                1.024970910904686,
+                1.0211398104956508,
+                0.9811793320532708,
+                1.0213393023608297,
+                0.9709259568406406
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 24,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 48,
+    "parameters": 10804,
+    "cert_evals": {
+        "36": 0.6131187081336975,
+        "72": 0.5086547136306763,
+        "108": 0.4142119586467743,
+        "255": 0.10416033864021301
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/wall-following/fold_2/result.json b/UCI_N6/aol/runs/wall-following/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..38ec05b8a6db49f9278ccd319e9e520f313b7939
--- /dev/null
+++ b/UCI_N6/aol/runs/wall-following/fold_2/result.json
@@ -0,0 +1,78 @@
+{
+    "best_epoch": 34,
+    "best_val_acc": 0.6920332936979786,
+    "test_acc": 0.6788680406028914,
+    "train_size": 1364,
+    "val_size": 841,
+    "test_size": 3251,
+    "stats": {
+        "mean": [
+            [
+                0.01872266574486808,
+                0.006327694957038103,
+                -0.07104427478152507,
+                -0.011521076319648046,
+                -0.004222936934017776,
+                -0.012975204868035104,
+                -0.01602920872434,
+                0.018177438951613122,
+                0.001741687587976442,
+                0.026653914322580085,
+                0.006544868966275523,
+                -0.0006487189816715815,
+                -0.006107012813782889,
+                -0.017521736390762342,
+                -0.02309750486070397,
+                0.015360951164222853,
+                -0.05447749436730212,
+                0.011644383885630553,
+                -0.005685932580645217,
+                0.033520921312316744,
+                0.015700824787390003,
+                0.00464063532258066,
+                -0.007768450139296197,
+                -0.01706286590102635
+            ]
+        ],
+        "std": [
+            [
+                1.0075883148093572,
+                0.9956149685197124,
+                0.9336114810272496,
+                1.0053964412297443,
+                1.0037906536892414,
+                0.9889864422444196,
+                0.993232391245941,
+                1.0033346943820691,
+                1.0019335251023536,
+                1.015228028452373,
+                1.0184871692443849,
+                0.9950347742751352,
+                1.001225456339628,
+                0.9911991075823401,
+                0.9891922963313015,
+                1.020897686359133,
+                0.9021478154164623,
+                1.027059313060404,
+                0.9920589942567254,
+                1.037458331459377,
+                1.0154700216289818,
+                1.0017979731537894,
+                0.9794245346392066,
+                0.9721130758506005
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 24,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 48,
+    "parameters": 10804,
+    "cert_evals": {
+        "36": 0.5918179154396057,
+        "72": 0.4780067503452301,
+        "108": 0.3918794095516205,
+        "255": 0.08182097971439362
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/wall-following/fold_3/result.json b/UCI_N6/aol/runs/wall-following/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..84fa6eb393447e83e5b78ddb744bc60db02ec707
--- /dev/null
+++ b/UCI_N6/aol/runs/wall-following/fold_3/result.json
@@ -0,0 +1,78 @@
+{
+    "best_epoch": 86,
+    "best_val_acc": 0.741504854368932,
+    "test_acc": 0.7246022031823746,
+    "train_size": 1364,
+    "val_size": 824,
+    "test_size": 3268,
+    "stats": {
+        "mean": [
+            [
+                0.02031997529545452,
+                -0.033795195992888556,
+                -0.02352743731011721,
+                0.01124182900293254,
+                -0.01151259605278599,
+                -0.015031226107038104,
+                0.03267076282991228,
+                0.0279429813196483,
+                -0.007205795674486686,
+                -0.0060127819017595785,
+                0.01344909527859221,
+                0.01992942824853357,
+                -0.01951502722360692,
+                -0.029693211412756465,
+                -0.009494099098240562,
+                -0.01795489370381231,
+                0.010101200832844593,
+                -0.0059742676495601315,
+                -0.017900947921847564,
+                -0.021026184816715806,
+                0.016916847096700823,
+                -0.0052597014662755836,
+                0.032237512456011766,
+                0.007093840727272726
+            ]
+        ],
+        "std": [
+            [
+                1.0112945026202158,
+                0.970221558754097,
+                0.9823204142944053,
+                1.0136980604051529,
+                0.982757495735732,
+                0.9808366104043786,
+                1.001324458975229,
+                1.0152847209982614,
+                0.9908830298302452,
+                0.9932341203049162,
+                1.0097191496904292,
+                1.0252804409457419,
+                0.9852042484069533,
+                0.992545202932286,
+                0.9901306066571973,
+                0.9793681779580009,
+                0.9956413121371739,
+                0.9901468286266072,
+                0.9701309779282022,
+                0.9725832802282708,
+                1.0307338552882614,
+                0.991132554001173,
+                1.0343162251093825,
+                0.9974059438112418
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 24,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 48,
+    "parameters": 10804,
+    "cert_evals": {
+        "36": 0.6352509260177612,
+        "72": 0.5452876687049866,
+        "108": 0.4663402736186981,
+        "255": 0.12913097441196442
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/waveform-noise/fold_0/result.json b/UCI_N6/aol/runs/waveform-noise/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c17ee9f5424c7acd82e665805c987a4358ec8548
--- /dev/null
+++ b/UCI_N6/aol/runs/waveform-noise/fold_0/result.json
@@ -0,0 +1,110 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.8754863813229572,
+    "test_acc": 0.8526351124538436,
+    "train_size": 1250,
+    "val_size": 771,
+    "test_size": 2979,
+    "stats": {
+        "mean": [
+            [
+                0.04109552382399996,
+                -0.007068212280000003,
+                0.014182510261599956,
+                0.0026211762400000084,
+                0.014018176879999957,
+                0.02370059650560003,
+                0.004374500936000023,
+                -0.0038294597343999904,
+                -0.014804110096000014,
+                0.00045386584799994817,
+                -0.010192400336000008,
+                -0.01903542342399992,
+                -0.010784385815999982,
+                -0.005200951027200047,
+                -0.002328150511999989,
+                0.014533825215999989,
+                0.007865440576000029,
+                -0.025042890535999954,
+                -0.005855280768000005,
+                0.010768292656000005,
+                -0.029557043135999994,
+                0.02497473343199999,
+                0.0059397922879999695,
+                0.02985397081600005,
+                0.034868211864000014,
+                -0.03436343556000003,
+                0.022563571339200006,
+                0.013530936152000026,
+                0.006182852718399999,
+                0.02533174106799999,
+                -0.023453127760000032,
+                -0.012310209543200052,
+                0.023519454263999984,
+                -0.010153050279999989,
+                0.015502481212800007,
+                0.010150338703999973,
+                0.0053944454240000125,
+                -0.0034366949536000007,
+                -0.005722000272000003,
+                0.007498833936000044
+            ]
+        ],
+        "std": [
+            [
+                1.0036717936871953,
+                1.0115164152393803,
+                1.0267935868392655,
+                1.0141719003383043,
+                1.0034317001981041,
+                0.9959239723426369,
+                0.9939861987845015,
+                1.0288633031133263,
+                1.0043429776096469,
+                0.9779096908533591,
+                1.0249129338514036,
+                1.0084484801657798,
+                1.0020500717103944,
+                1.026928437823279,
+                1.009036128138247,
+                1.0055555854598206,
+                0.9775356004635903,
+                1.0198250392925892,
+                0.9777825735121067,
+                0.9997432850888442,
+                1.0057789366361842,
+                1.0008832746108618,
+                0.9887462327692325,
+                0.9949832502604571,
+                0.9939865250881332,
+                0.9973380026834073,
+                0.977390812504474,
+                0.998438673003916,
+                0.9765375704247188,
+                1.0137678154638436,
+                0.9930247910455883,
+                1.0298745659129236,
+                0.9839097409542001,
+                0.991922743066992,
+                1.0070087822831295,
+                0.9876272290873123,
+                1.0098641388551413,
+                1.0215112956805443,
+                1.0133094868761658,
+                0.98802284916221
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 40,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 80,
+    "parameters": 29443,
+    "cert_evals": {
+        "36": 0.7932192087173462,
+        "72": 0.7176905274391174,
+        "108": 0.6277274489402771,
+        "255": 0.22759315371513367
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/waveform-noise/fold_1/result.json b/UCI_N6/aol/runs/waveform-noise/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0468411ca3709494529f9217eb8e54f0e3e2a0b1
--- /dev/null
+++ b/UCI_N6/aol/runs/waveform-noise/fold_1/result.json
@@ -0,0 +1,110 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.877444589308996,
+    "test_acc": 0.8551793496480053,
+    "train_size": 1250,
+    "val_size": 767,
+    "test_size": 2983,
+    "stats": {
+        "mean": [
+            [
+                0.044322997631999955,
+                0.029345537880000067,
+                -0.011366358759840026,
+                -0.0005867047360000063,
+                -0.006665745688000015,
+                -0.006024195060800007,
+                -0.013584043487999992,
+                -0.024554553948799986,
+                0.01623729534400002,
+                -0.007884222439999988,
+                0.0019230570479999735,
+                -0.02265010408799999,
+                0.007417331240000002,
+                -0.002911046979200009,
+                0.020059001183999964,
+                0.01574975624800002,
+                0.02813207348000001,
+                0.004678202063999986,
+                0.028763643272000018,
+                0.018513851640000002,
+                0.0358815304,
+                0.028113823255999978,
+                -0.00718522141599999,
+                -0.006245005135999949,
+                0.011452240719999996,
+                -0.039296166616000015,
+                0.013289260721600025,
+                -0.003815815991999974,
+                -0.001233308884800033,
+                0.0033645557719999956,
+                0.02454588116,
+                0.010769942833599997,
+                0.008991375496000034,
+                -0.012577069439999996,
+                0.051492131759200026,
+                0.009570444000000011,
+                0.022488379120000006,
+                -0.00477033891360003,
+                -0.009759721552000007,
+                0.0046987019359999846
+            ]
+        ],
+        "std": [
+            [
+                0.9680395488640641,
+                0.9731934131975439,
+                1.0256129853497884,
+                1.0016500605542749,
+                0.9832741110357304,
+                1.0155722609031699,
+                1.0177266822426836,
+                1.0012352994664209,
+                1.0017870547556,
+                0.9825996623950224,
+                1.0116415424885532,
+                1.0008713618877405,
+                1.004966285943376,
+                0.991554206326663,
+                1.0098780435455994,
+                1.0036202953348388,
+                0.9885930770833588,
+                1.000767817574134,
+                0.9955550387843519,
+                1.0082268705074462,
+                0.9951019252067327,
+                0.9944184018582543,
+                1.0206633343240308,
+                1.0149218534426545,
+                0.9851575763005246,
+                0.9922537027672286,
+                1.0164765099719621,
+                1.0106305279893444,
+                1.006251693120508,
+                0.9864167800458236,
+                1.0043559273464866,
+                0.9969845117753792,
+                0.99621846666241,
+                1.0281731534980536,
+                0.9986967919798584,
+                0.9696604033255324,
+                0.9966142799032668,
+                0.9849892430729312,
+                1.0057643181118128,
+                1.0029305279401282
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 40,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 80,
+    "parameters": 29443,
+    "cert_evals": {
+        "36": 0.7958431243896484,
+        "72": 0.7247737646102905,
+        "108": 0.6439825892448425,
+        "255": 0.2266175001859665
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/waveform-noise/fold_2/result.json b/UCI_N6/aol/runs/waveform-noise/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1837bdc2eab3bd5d21dd8d8cbba3cbce54ae91b8
--- /dev/null
+++ b/UCI_N6/aol/runs/waveform-noise/fold_2/result.json
@@ -0,0 +1,110 @@
+{
+    "best_epoch": 34,
+    "best_val_acc": 0.868421052631579,
+    "test_acc": 0.8659180977542933,
+    "train_size": 1250,
+    "val_size": 722,
+    "test_size": 3028,
+    "stats": {
+        "mean": [
+            [
+                0.014308189376000027,
+                0.028783297960000027,
+                0.03795345253087996,
+                0.013117279295999998,
+                0.032089058063999955,
+                0.012632187806400005,
+                0.018484099464000054,
+                0.009576141620799988,
+                0.036987581783999995,
+                -0.006325697687999988,
+                -0.02381616588800001,
+                -0.008374505503999985,
+                -0.04596340019200004,
+                -0.03257486172959995,
+                -0.021728262640000023,
+                -0.019410886679999996,
+                -0.04224714851999999,
+                -0.02175625772000002,
+                -0.0017738945599999954,
+                0.006572127119999979,
+                0.015226716143999997,
+                -0.002422181303999986,
+                -0.025979705407999994,
+                0.022093594352000027,
+                0.03834592470399997,
+                -0.009863329287999975,
+                0.020212545147199973,
+                0.0037560529200000177,
+                0.03646794663519996,
+                -0.018870360144,
+                -0.011957785879999988,
+                0.016431144787999986,
+                0.014396109119999995,
+                0.008498349159999984,
+                0.012689327942400006,
+                -0.00249464457599998,
+                -0.022068862224000004,
+                -0.0005122236512000032,
+                0.008362260016000047,
+                -0.02581517636800003
+            ]
+        ],
+        "std": [
+            [
+                1.0188927880817935,
+                0.9988893028885985,
+                1.0203039986619837,
+                1.0176161206264251,
+                1.0298233594756412,
+                1.032613885870231,
+                1.0145448604818694,
+                1.0020618139895976,
+                0.9933894833504273,
+                0.9801525816452665,
+                0.9828864827428538,
+                1.0084878782151452,
+                1.0036037092630097,
+                0.9753885414870564,
+                1.015306973575768,
+                0.9941278153766206,
+                0.9825139145564932,
+                0.9962329520442799,
+                0.9688294278798073,
+                0.98310050706914,
+                0.9843726349902746,
+                0.9830497457267643,
+                1.019877833578896,
+                1.0231451225251817,
+                0.9901755816567956,
+                0.9958326894928737,
+                1.032928859241582,
+                0.9924515511719896,
+                0.9749189762682579,
+                1.0285239667561281,
+                1.002192158381019,
+                0.9935329644391413,
+                1.0052344609016668,
+                1.0064075388331128,
+                1.0160814777549847,
+                0.9845645364365565,
+                0.9925488055513885,
+                1.0072044814714247,
+                1.0303878632271122,
+                0.9885231209627763
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 40,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 80,
+    "parameters": 29443,
+    "cert_evals": {
+        "36": 0.8150594830513,
+        "72": 0.75,
+        "108": 0.6895641088485718,
+        "255": 0.35303831100463867
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/waveform-noise/fold_3/result.json b/UCI_N6/aol/runs/waveform-noise/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3749170e13c2c1d20515ed04b8392d1a3dcffdd1
--- /dev/null
+++ b/UCI_N6/aol/runs/waveform-noise/fold_3/result.json
@@ -0,0 +1,110 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 0.8754966887417218,
+    "test_acc": 0.8580968280467446,
+    "train_size": 1250,
+    "val_size": 755,
+    "test_size": 2995,
+    "stats": {
+        "mean": [
+            [
+                -0.036278040016000025,
+                0.00810417363999999,
+                0.0013843179736000206,
+                -0.0018023679760000122,
+                -0.005956154304000002,
+                0.025961240582400028,
+                0.010167898040000027,
+                0.01906255140800001,
+                -0.02535409856000002,
+                0.013357130255999999,
+                -0.007777053167999971,
+                0.007395055352000006,
+                -0.009246732704000024,
+                0.000417141663999981,
+                -0.012846879495999965,
+                -0.011422848472000015,
+                -0.02694291900799997,
+                -0.010714078007999981,
+                -0.017699573224000033,
+                0.006549602159999982,
+                0.02394824680000007,
+                -0.027398905735999915,
+                -0.006791929848000011,
+                0.016008580479999996,
+                0.04892266430400006,
+                0.035720964879999914,
+                0.03039491798320002,
+                0.0066352822719999895,
+                -0.02569047550079999,
+                0.01171173369999999,
+                0.022736661080000005,
+                -0.02455200705200002,
+                0.03534526224799999,
+                0.039964129560000006,
+                0.04194475229440003,
+                0.012341044367999982,
+                0.04449289257600006,
+                0.05609793443199992,
+                0.037631368336000094,
+                -0.0013801063520000427
+            ]
+        ],
+        "std": [
+            [
+                0.9967186390712067,
+                1.0046232169850224,
+                0.9740084152266493,
+                0.9826095647211786,
+                0.9807015091355339,
+                0.9903924974929869,
+                0.9994986310830332,
+                0.999954070658992,
+                1.0016268406564945,
+                1.0082593311694388,
+                1.0031753015138711,
+                1.0033236672468044,
+                0.987229114309021,
+                1.0132234933998234,
+                0.9873167353551544,
+                0.983479654201213,
+                1.011117373386074,
+                1.0372041491820654,
+                0.9890339764711912,
+                0.9663488793448463,
+                1.0078666660648328,
+                0.9894244150573558,
+                1.0015699231644122,
+                1.0021673571075749,
+                0.98850640710336,
+                1.0232697675089457,
+                1.0136787449302005,
+                1.0052546165431762,
+                0.9928535231583258,
+                0.9947831559397796,
+                0.9947379135130683,
+                0.968921467398204,
+                1.0158922450868932,
+                0.9723954832645065,
+                0.9861131949259808,
+                1.0009190287109688,
+                0.9931377428957798,
+                1.0140326666524644,
+                0.9958387641879904,
+                0.9761305424003285
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 40,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 80,
+    "parameters": 29443,
+    "cert_evals": {
+        "36": 0.789983332157135,
+        "72": 0.717863142490387,
+        "108": 0.6360601186752319,
+        "255": 0.26744574308395386
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/waveform/fold_0/result.json b/UCI_N6/aol/runs/waveform/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4488c199255f49435a6458d795b3293846849108
--- /dev/null
+++ b/UCI_N6/aol/runs/waveform/fold_0/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 33,
+    "best_val_acc": 0.8865435356200527,
+    "test_acc": 0.8536096256684492,
+    "train_size": 1250,
+    "val_size": 758,
+    "test_size": 2992,
+    "stats": {
+        "mean": [
+            [
+                0.020179633495999987,
+                0.011963990736,
+                -0.033601846864,
+                -0.041786463160000016,
+                -0.03154164217599994,
+                -0.040098393640000014,
+                -0.043940430239999995,
+                -0.03151536300719995,
+                -0.036418570040000015,
+                0.043107926798400066,
+                0.03738288511999999,
+                -0.0024740305919999984,
+                0.03243670563199995,
+                0.011112976024000014,
+                0.03951120671200011,
+                0.0219850811552,
+                0.028168458383999943,
+                0.06235075759679998,
+                0.020069774392,
+                0.007039422583999985,
+                -0.02925996517600002
+            ]
+        ],
+        "std": [
+            [
+                0.9901799387654557,
+                1.0306402386317552,
+                0.9708771794256926,
+                0.9608246419787663,
+                1.0044852476869415,
+                0.9877134023221446,
+                0.9749943080882616,
+                1.0123255354438774,
+                0.986958011185208,
+                1.0005937342506195,
+                0.9789827068743525,
+                1.0033150982759136,
+                0.9538985981244916,
+                1.006689675325801,
+                0.9956488213117433,
+                1.001823072865656,
+                0.9921420818481883,
+                0.9865005595269615,
+                1.0350777753049674,
+                1.0160784990711804,
+                0.9870983405424562
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8277,
+    "cert_evals": {
+        "36": 0.8081551194190979,
+        "72": 0.7550134062767029,
+        "108": 0.688836932182312,
+        "255": 0.37332889437675476
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/waveform/fold_1/result.json b/UCI_N6/aol/runs/waveform/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..61051e0d4dde7b99063f5451f300dc504c9a0054
--- /dev/null
+++ b/UCI_N6/aol/runs/waveform/fold_1/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 28,
+    "best_val_acc": 0.8787465940054496,
+    "test_acc": 0.8663793103448276,
+    "train_size": 1250,
+    "val_size": 734,
+    "test_size": 3016,
+    "stats": {
+        "mean": [
+            [
+                0.010216515320000044,
+                -0.04063758078400007,
+                0.025120129951999963,
+                -0.025077058975999964,
+                0.003169892232000061,
+                -0.01685490820000002,
+                -0.011714589596800004,
+                -0.03299081049600003,
+                -0.01699664363999998,
+                -0.018953863726399994,
+                -0.010869116344000016,
+                0.041914844448000185,
+                -0.01596277459040001,
+                0.012558276106399974,
+                0.026120965832000048,
+                0.03314989547359999,
+                0.03347167229600001,
+                0.023257175787200043,
+                0.017851450192000014,
+                -0.004257698511999955,
+                -0.04945521833600015
+            ]
+        ],
+        "std": [
+            [
+                1.0013552490719653,
+                0.9855864106795154,
+                0.9729457372221003,
+                0.9924096158327768,
+                1.0128588967374343,
+                1.0016694374565032,
+                1.0094886119500357,
+                1.0100863354319733,
+                1.0019192663797813,
+                0.9946338222875807,
+                0.999064791075417,
+                1.0101141099838185,
+                0.9759008425547311,
+                1.0113866649689796,
+                1.0124143691513183,
+                1.0133948233035053,
+                1.0110196515539809,
+                1.0206255456252598,
+                1.0155072750087655,
+                0.9949826852691384,
+                0.9838169172120375
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8277,
+    "cert_evals": {
+        "36": 0.816644549369812,
+        "72": 0.7529840469360352,
+        "108": 0.6899867057800293,
+        "255": 0.37035807967185974
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/waveform/fold_2/result.json b/UCI_N6/aol/runs/waveform/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a1152d3232d4c65f5a64b27a39c6477937c67dc1
--- /dev/null
+++ b/UCI_N6/aol/runs/waveform/fold_2/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 56,
+    "best_val_acc": 0.8796791443850267,
+    "test_acc": 0.8754163890739507,
+    "train_size": 1250,
+    "val_size": 748,
+    "test_size": 3002,
+    "stats": {
+        "mean": [
+            [
+                0.007048574136000094,
+                -0.015209897391999988,
+                0.011429607696000007,
+                -0.03273079147199999,
+                -0.023185516656000008,
+                0.003389837535999984,
+                0.0013940158719999971,
+                -0.00547288197039998,
+                0.006071109367999992,
+                0.005879158908799994,
+                0.032166854647999996,
+                0.005692848927999994,
+                0.022531058751999993,
+                0.009790249777599982,
+                0.0040757011359999935,
+                0.030061611308799984,
+                0.029284791384000003,
+                0.02420849601600001,
+                0.014083066104000005,
+                0.02953013189600018,
+                -0.004491209880000014
+            ]
+        ],
+        "std": [
+            [
+                0.9996125618988059,
+                0.9720078266135495,
+                1.0135851933941078,
+                1.0319065276512462,
+                0.9931170056559575,
+                0.9993639751369633,
+                0.9853632660237902,
+                0.9995807541677071,
+                1.0238743231650074,
+                0.9969840482557133,
+                0.9979292933830571,
+                1.0142743499688514,
+                1.001427080201001,
+                0.9998997970203162,
+                1.0142762186668912,
+                1.0117340691797234,
+                1.0099181268245983,
+                1.0006047030346061,
+                0.9985746890321932,
+                1.0069732844455408,
+                1.0040803599543435
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8277,
+    "cert_evals": {
+        "36": 0.8231179714202881,
+        "72": 0.7644903659820557,
+        "108": 0.6885409951210022,
+        "255": 0.37874752283096313
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/waveform/fold_3/result.json b/UCI_N6/aol/runs/waveform/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..da05a97e5a8985147038d10ee75fc52186b2c442
--- /dev/null
+++ b/UCI_N6/aol/runs/waveform/fold_3/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.8714090287277702,
+    "test_acc": 0.8708181517058629,
+    "train_size": 1250,
+    "val_size": 731,
+    "test_size": 3019,
+    "stats": {
+        "mean": [
+            [
+                -0.009131498528000003,
+                -0.0039044835359999803,
+                0.07005067444800003,
+                -0.010843439071999996,
+                0.006077575768000002,
+                -0.013402124615999992,
+                -0.0034755865247999887,
+                0.0036035160240000075,
+                -0.0006721240640000021,
+                -0.006537375988799971,
+                -0.015753593288000012,
+                0.013293681728000002,
+                -0.011138352720000024,
+                -0.025798392399999908,
+                0.0029978399759999904,
+                0.017920257033599982,
+                -0.008153607000000004,
+                0.01568651420000006,
+                -0.051382837735999956,
+                0.005123328096000027,
+                0.025813726736000034
+            ]
+        ],
+        "std": [
+            [
+                1.0018392101812919,
+                1.0020859314875776,
+                1.0033561958769905,
+                0.9975363296716959,
+                0.9849899598871443,
+                0.9756730653513883,
+                0.993760630561838,
+                0.9861757179284345,
+                1.0000258312156731,
+                1.0000825386418444,
+                0.99177201535984,
+                1.0234277089306048,
+                1.0159176275153121,
+                0.9839459155591159,
+                0.9943404985027471,
+                1.0116349239455822,
+                1.0052044277000671,
+                0.9841510621883656,
+                1.0190638151002673,
+                0.9952041186962591,
+                1.0328002659610966
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8277,
+    "cert_evals": {
+        "36": 0.8115269541740417,
+        "72": 0.7356740236282349,
+        "108": 0.6492215991020203,
+        "255": 0.26498839259147644
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/wine-quality-red/fold_0/result.json b/UCI_N6/aol/runs/wine-quality-red/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..df7bff29767909a8204667c4c961194adf92c93a
--- /dev/null
+++ b/UCI_N6/aol/runs/wine-quality-red/fold_0/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 81,
+    "best_val_acc": 0.19753086419753085,
+    "test_acc": 0.1705020920502092,
+    "train_size": 400,
+    "val_size": 243,
+    "test_size": 956,
+    "stats": {
+        "mean": [
+            [
+                -0.02693017225000001,
+                -0.010865180249999969,
+                0.01090508905000014,
+                0.028862860500000035,
+                -0.005716316749999986,
+                -0.0022627200000000882,
+                -0.008672537749999942,
+                0.0023822675999998814,
+                0.03910194012499996,
+                -0.003237799000000088,
+                -0.015897374500000026
+            ]
+        ],
+        "std": [
+            [
+                0.9743049425383958,
+                1.0208202037213217,
+                1.0045213439257272,
+                1.0312615683961275,
+                0.9360785088397681,
+                1.0135085097778138,
+                1.054760065228032,
+                0.9991490231742983,
+                0.9910168624962105,
+                0.9560724374897602,
+                1.0224479021869215
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 2426,
+    "cert_evals": {
+        "36": 0.0010460250778123736,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/wine-quality-red/fold_1/result.json b/UCI_N6/aol/runs/wine-quality-red/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9fdcb11e4cc591c8d0d4d3dc4008263bb738325a
--- /dev/null
+++ b/UCI_N6/aol/runs/wine-quality-red/fold_1/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.13135593220338984,
+    "test_acc": 0.12357217030114226,
+    "train_size": 400,
+    "val_size": 236,
+    "test_size": 963,
+    "stats": {
+        "mean": [
+            [
+                0.013418094749999616,
+                -0.03892854174999997,
+                0.03785578170000011,
+                0.030990686500000093,
+                0.03390959879999997,
+                -0.02747751350000006,
+                0.024918823500000065,
+                -0.0024924809250000362,
+                -0.023241676749999992,
+                0.00015447274999999162,
+                0.017258733749999842
+            ]
+        ],
+        "std": [
+            [
+                1.0484699134032194,
+                0.9803949233513032,
+                1.0076892023564636,
+                1.0290250752162338,
+                1.1997081630921285,
+                0.9489970021589998,
+                1.0263878594773712,
+                1.03076931004531,
+                0.9684548723090626,
+                0.9627052256819137,
+                0.9972530011672733
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 2426,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/wine-quality-red/fold_2/result.json b/UCI_N6/aol/runs/wine-quality-red/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..17b5bed826627b7ce10f834fcbf4081c3792e004
--- /dev/null
+++ b/UCI_N6/aol/runs/wine-quality-red/fold_2/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.34309623430962344,
+    "test_acc": 0.41354166666666664,
+    "train_size": 400,
+    "val_size": 239,
+    "test_size": 960,
+    "stats": {
+        "mean": [
+            [
+                -0.0013715520000001779,
+                -0.035088978500000055,
+                0.06416455662500034,
+                -0.006156608600000014,
+                0.0926046769,
+                -0.01361536200000002,
+                -0.007988503499999982,
+                0.019787725674999798,
+                -0.030528630750000167,
+                0.09543056175000009,
+                -0.01609288975000005
+            ]
+        ],
+        "std": [
+            [
+                0.9829420987934913,
+                0.9707586864617593,
+                1.0018786547407759,
+                0.964170646447104,
+                1.218209093004271,
+                0.993770255551407,
+                0.9825900214132555,
+                0.9579306637091782,
+                1.0278450401756267,
+                1.103602348070479,
+                1.019972708382203
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 2426,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/wine-quality-red/fold_3/result.json b/UCI_N6/aol/runs/wine-quality-red/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6346694bcc5a8c73246fdc703ef074ba899bf2e3
--- /dev/null
+++ b/UCI_N6/aol/runs/wine-quality-red/fold_3/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.425,
+    "test_acc": 0.4233576642335766,
+    "train_size": 400,
+    "val_size": 240,
+    "test_size": 959,
+    "stats": {
+        "mean": [
+            [
+                -0.024919883000000052,
+                0.11828172599999993,
+                -0.10639385059999999,
+                0.09154341099999996,
+                -0.0404553217,
+                0.02593951999999995,
+                -0.03595611450000001,
+                0.029616401199999934,
+                0.04752242037499988,
+                -0.06532982275000002,
+                -0.002994586000000021
+            ]
+        ],
+        "std": [
+            [
+                1.0557689652662066,
+                1.036986432681799,
+                0.9776537301766356,
+                1.148436386560584,
+                0.6942596510748834,
+                1.0910930117650621,
+                0.9332303748474275,
+                0.9830858412290316,
+                0.9796850899079309,
+                0.8673250562614796,
+                1.0016840683328132
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 2426,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/wine-quality-white/fold_0/result.json b/UCI_N6/aol/runs/wine-quality-white/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f78ca8a396038e52273738ad13de3f8051d57a75
--- /dev/null
+++ b/UCI_N6/aol/runs/wine-quality-white/fold_0/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 0.3129251700680272,
+    "test_acc": 0.2984008166042872,
+    "train_size": 1224,
+    "val_size": 735,
+    "test_size": 2939,
+    "stats": {
+        "mean": [
+            [
+                -0.0032048589052286994,
+                -0.028953991503268075,
+                -0.009521662091503368,
+                -0.033446381021241915,
+                -0.021216290767973777,
+                0.0013643637254901876,
+                -0.019732506176470634,
+                -0.0385083221609477,
+                -0.012002372222222163,
+                -0.05735950201797371,
+                0.02225335972222248
+            ]
+        ],
+        "std": [
+            [
+                1.023683347421332,
+                0.9447226597106944,
+                0.9620105291208404,
+                0.9658980402573037,
+                0.9263448142152314,
+                0.9948440839445967,
+                0.9740337269720393,
+                0.9614465411758055,
+                1.0172641404349574,
+                0.9821399823923815,
+                0.9957833992600652
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 2449,
+    "cert_evals": {
+        "36": 0.0013610071036964655,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/wine-quality-white/fold_1/result.json b/UCI_N6/aol/runs/wine-quality-white/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc5a2fb6e5962748d8713c08a2ae51ad4d14d599
--- /dev/null
+++ b/UCI_N6/aol/runs/wine-quality-white/fold_1/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.29554655870445345,
+    "test_acc": 0.2686668939652233,
+    "train_size": 1224,
+    "val_size": 741,
+    "test_size": 2933,
+    "stats": {
+        "mean": [
+            [
+                -0.017049376225490367,
+                0.014491614133986936,
+                0.008908331290849619,
+                0.010737108415032604,
+                0.04067164330065363,
+                0.0329015589869281,
+                -0.002488432352941375,
+                0.006007091343954325,
+                -0.021524885539215638,
+                0.0011987277042483457,
+                -0.014868995751633802
+            ]
+        ],
+        "std": [
+            [
+                1.0062718660617844,
+                0.9894618025720731,
+                1.0916182332376316,
+                0.9825566386411965,
+                1.1470818763060382,
+                1.0937605281552916,
+                0.9895690762781538,
+                0.9664685559760209,
+                0.9624746400083976,
+                0.9868208733792134,
+                0.99380448190184
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 2449,
+    "cert_evals": {
+        "36": 0.12444595247507095,
+        "72": 0.01738833822309971,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/wine-quality-white/fold_2/result.json b/UCI_N6/aol/runs/wine-quality-white/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..94b8f080861580a838c348dc6750f4c807d5f86d
--- /dev/null
+++ b/UCI_N6/aol/runs/wine-quality-white/fold_2/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 65,
+    "best_val_acc": 0.28,
+    "test_acc": 0.3136656493726687,
+    "train_size": 1224,
+    "val_size": 725,
+    "test_size": 2949,
+    "stats": {
+        "mean": [
+            [
+                -0.008771757843137384,
+                -0.004596860539215801,
+                0.008705725245097917,
+                -0.034847791446078476,
+                -0.030826640032679757,
+                -0.01616954820261436,
+                -0.03943745302287589,
+                -0.040444966319444435,
+                0.02927997336601328,
+                0.006854076119281012,
+                0.030744455310457264
+            ]
+        ],
+        "std": [
+            [
+                1.0204079506641692,
+                1.0029139391565418,
+                1.0078310341851806,
+                0.9854918621954571,
+                0.9449468354581222,
+                0.957020515296538,
+                0.954249288652687,
+                0.976569994872353,
+                0.9899815735473346,
+                1.008692992013154,
+                0.9893537338950328
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 2449,
+    "cert_evals": {
+        "36": 0.1186843067407608,
+        "72": 0.007799254264682531,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/wine-quality-white/fold_3/result.json b/UCI_N6/aol/runs/wine-quality-white/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..dcc7ee5b1398436b1609cffafb932ba8c9aea6e4
--- /dev/null
+++ b/UCI_N6/aol/runs/wine-quality-white/fold_3/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 28,
+    "best_val_acc": 0.3159379407616361,
+    "test_acc": 0.3015177065767285,
+    "train_size": 1224,
+    "val_size": 709,
+    "test_size": 2965,
+    "stats": {
+        "mean": [
+            [
+                -0.022035407434640455,
+                0.006143019934640497,
+                -0.030651977777777773,
+                0.024485125988562038,
+                -0.018449098774509846,
+                -0.0018301268790849984,
+                0.008402089934640587,
+                0.008618634501633892,
+                -0.035267637908496643,
+                0.02360550346405227,
+                -0.013176123529411856
+            ]
+        ],
+        "std": [
+            [
+                1.0070335678428375,
+                0.9660388185917548,
+                0.9095987830657093,
+                0.9927445013639002,
+                0.8945149881344938,
+                0.9537849826536657,
+                1.0086544512672544,
+                0.9850628871532389,
+                0.9772491357585545,
+                0.995730526664069,
+                1.0046258178743335
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 2449,
+    "cert_evals": {
+        "36": 0.0013490725541487336,
+        "72": 0.0006745362770743668,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/wine/fold_0/result.json b/UCI_N6/aol/runs/wine/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d137300fe703fa964bc3d3855a3c5df1d8cf38e
--- /dev/null
+++ b/UCI_N6/aol/runs/wine/fold_0/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.20588235294117646,
+    "test_acc": 0.29,
+    "train_size": 44,
+    "val_size": 34,
+    "test_size": 100,
+    "stats": {
+        "mean": [
+            [
+                -0.0032810681818182252,
+                -0.005479031818181848,
+                -0.08091575454545454,
+                0.05187518272727261,
+                -0.06624296590909094,
+                -0.007079050000000028,
+                -0.06275028018181807,
+                -0.08246524999999992,
+                0.05402081363636373,
+                0.0044511772727273136,
+                -0.04690897272727282,
+                0.09077693181818178,
+                -0.0044964045454545494
+            ]
+        ],
+        "std": [
+            [
+                0.9486079560461609,
+                0.9748783430969256,
+                0.9254167517337237,
+                0.9617928120291063,
+                0.8801585454960099,
+                0.9897338243089531,
+                0.9271822071946669,
+                0.9702762446771567,
+                0.9107960044629595,
+                1.0952735150882602,
+                0.9243353232179793,
+                0.9887201896638538,
+                0.9269494258065332
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 3253,
+    "cert_evals": {
+        "36": 0.28999999165534973,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/wine/fold_1/result.json b/UCI_N6/aol/runs/wine/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ce04c922fe37d090373063de48effbdc27f95f8
--- /dev/null
+++ b/UCI_N6/aol/runs/wine/fold_1/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.7037037037037037,
+    "test_acc": 0.822429906542056,
+    "train_size": 44,
+    "val_size": 27,
+    "test_size": 107,
+    "stats": {
+        "mean": [
+            [
+                0.06530710454545458,
+                0.007947954545454524,
+                -0.18861000681818177,
+                -0.06994299681818188,
+                -0.08852099545454545,
+                0.06554911590909095,
+                0.0228023237272727,
+                -0.08063868636363627,
+                0.11120031590909094,
+                0.1451315113636364,
+                0.07976722954545465,
+                0.05492483636363638,
+                -0.04130375068181816
+            ]
+        ],
+        "std": [
+            [
+                1.1054246265200351,
+                1.022075699615381,
+                1.0101337670617143,
+                0.9836114927228263,
+                1.0039715573451675,
+                1.0160855472349155,
+                1.00168059755674,
+                0.942713932749028,
+                1.1841316940042428,
+                1.0673173131706486,
+                1.0204335593229852,
+                0.9474429014625287,
+                0.9790698019551516
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 3253,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/wine/fold_2/result.json b/UCI_N6/aol/runs/wine/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..24eccbbfae082c9a382da1585f1d5da76bb0a987
--- /dev/null
+++ b/UCI_N6/aol/runs/wine/fold_2/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.5862068965517241,
+    "test_acc": 0.4857142857142857,
+    "train_size": 44,
+    "val_size": 29,
+    "test_size": 105,
+    "stats": {
+        "mean": [
+            [
+                -0.0016014659090909378,
+                -0.2809373181818182,
+                -0.0013865818181818283,
+                -0.011415792727272868,
+                -0.005774513636363688,
+                0.0034522068181817842,
+                -0.09596993699999999,
+                0.061802877272727264,
+                -0.18700712727272728,
+                0.003569234090909025,
+                0.14042048863636367,
+                -0.033103909090909094,
+                -0.06411021136363641
+            ]
+        ],
+        "std": [
+            [
+                0.9298272868804931,
+                0.8250056451408178,
+                1.08551443258742,
+                1.1391522997578776,
+                1.162897463787286,
+                0.9140439887115281,
+                0.9166314532406474,
+                1.013186331346434,
+                0.9551870696183078,
+                1.1440128298039551,
+                1.0494592532907625,
+                1.0314806625541306,
+                0.958232402601652
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 3253,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/wine/fold_3/result.json b/UCI_N6/aol/runs/wine/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a19e0ac4d11f8ddc71fbe0e1e32185ab875f2155
--- /dev/null
+++ b/UCI_N6/aol/runs/wine/fold_3/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.8709677419354839,
+    "test_acc": 0.912621359223301,
+    "train_size": 44,
+    "val_size": 31,
+    "test_size": 103,
+    "stats": {
+        "mean": [
+            [
+                -0.0007615090909091727,
+                0.05596002272727269,
+                -0.07345953863636358,
+                -0.09784549954545461,
+                0.008546922727272678,
+                0.09278491795454552,
+                0.0448726857272727,
+                0.11476138181818184,
+                0.09094955909090909,
+                0.005921997727272779,
+                0.16726700681818205,
+                0.005308763636363668,
+                -0.08561718409090915
+            ]
+        ],
+        "std": [
+            [
+                1.007206359663615,
+                0.8850705986397225,
+                1.0706938375587134,
+                0.8864652113978174,
+                1.1440281408589326,
+                0.9372647448943219,
+                0.9191041363758027,
+                0.9830875500627535,
+                1.0190542547845243,
+                0.9888966660536255,
+                1.11752991456707,
+                0.9731773531474354,
+                0.8829161708393709
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 3253,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/yeast/fold_0/result.json b/UCI_N6/aol/runs/yeast/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e2f319ecac0028ebfcffb11cb9ad0f2223fc5ca
--- /dev/null
+++ b/UCI_N6/aol/runs/yeast/fold_0/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 62,
+    "best_val_acc": 0.32075471698113206,
+    "test_acc": 0.290788013318535,
+    "train_size": 371,
+    "val_size": 212,
+    "test_size": 901,
+    "stats": {
+        "mean": [
+            [
+                -0.0680236417412399,
+                0.0016312938814016407,
+                -0.008786120350404263,
+                -0.04364633274932616,
+                0.013936777088948886,
+                0.007389660377358629,
+                -0.024600268247978344,
+                0.05087596307277619
+            ]
+        ],
+        "std": [
+            [
+                1.027205380998011,
+                0.9953693200489844,
+                0.9507124252634552,
+                0.9691826685352211,
+                1.0679577073315545,
+                1.038674237448053,
+                0.9068718437558525,
+                1.1001821882054232
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1402,
+    "cert_evals": {
+        "36": 0.005549389868974686,
+        "72": 0.0033296337351202965,
+        "108": 0.0011098779505118728,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/yeast/fold_1/result.json b/UCI_N6/aol/runs/yeast/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..62c2648355eae05a21dec9fa8b8b59c7eb73367f
--- /dev/null
+++ b/UCI_N6/aol/runs/yeast/fold_1/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.29004329004329005,
+    "test_acc": 0.2800453514739229,
+    "train_size": 371,
+    "val_size": 231,
+    "test_size": 882,
+    "stats": {
+        "mean": [
+            [
+                0.08549606216172505,
+                0.03251707697035039,
+                0.04905938702964963,
+                0.04128734865229108,
+                -0.013936692183288498,
+                0.036949762803234386,
+                -0.002681268247978456,
+                0.005315634501347734
+            ]
+        ],
+        "std": [
+            [
+                0.9621845394333128,
+                0.9690282797537528,
+                0.9491603484155484,
+                1.0401770820495524,
+                0.9261376999963121,
+                1.1814628524634447,
+                0.9836755462977512,
+                0.993812117132581
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1402,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/yeast/fold_2/result.json b/UCI_N6/aol/runs/yeast/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..03e4a9a7f5d3c73950eac4df4fcf347a1f68dfc8
--- /dev/null
+++ b/UCI_N6/aol/runs/yeast/fold_2/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 93,
+    "best_val_acc": 0.41013824884792627,
+    "test_acc": 0.39732142857142855,
+    "train_size": 371,
+    "val_size": 217,
+    "test_size": 896,
+    "stats": {
+        "mean": [
+            [
+                0.004417079552560633,
+                -0.0405647886981132,
+                -0.038330890598382725,
+                -0.009830160646900232,
+                -0.013936692183288395,
+                0.036949762803234296,
+                -0.01154207417789756,
+                0.005568702156334372
+            ]
+        ],
+        "std": [
+            [
+                1.0326495870955454,
+                0.9133440779524218,
+                0.9914487013412665,
+                0.9617359852499671,
+                0.9261376999963089,
+                1.181462852463445,
+                0.873907032459684,
+                0.9724601246460749
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1402,
+    "cert_evals": {
+        "36": 0.02343750186264515,
+        "72": 0.0133928582072258,
+        "108": 0.008928571827709675,
+        "255": 0.0078125
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/yeast/fold_3/result.json b/UCI_N6/aol/runs/yeast/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..71c21a48b03a6cb75bd723596fbf38080ece15c8
--- /dev/null
+++ b/UCI_N6/aol/runs/yeast/fold_3/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 28,
+    "best_val_acc": 0.13004484304932734,
+    "test_acc": 0.11573033707865168,
+    "train_size": 371,
+    "val_size": 223,
+    "test_size": 890,
+    "stats": {
+        "mean": [
+            [
+                -0.01207341391913747,
+                -0.03099437134770888,
+                -0.004743151369272138,
+                0.0033422831536388878,
+                0.013936777088948926,
+                0.007389660377358682,
+                -0.05258191859838276,
+                -0.01645215983827505
+            ]
+        ],
+        "std": [
+            [
+                1.002118550793497,
+                0.9931572183782578,
+                1.0350703782367132,
+                0.9624293574797959,
+                1.0679577073315536,
+                1.0386742374480524,
+                1.0723089145971894,
+                0.9483399576263618
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1402,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/zoo/fold_0/result.json b/UCI_N6/aol/runs/zoo/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5c343ba57eea603057fff83791ad3606754b5a2d
--- /dev/null
+++ b/UCI_N6/aol/runs/zoo/fold_0/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.2857142857142857,
+    "test_acc": 0.1935483870967742,
+    "train_size": 25,
+    "val_size": 14,
+    "test_size": 62,
+    "stats": {
+        "mean": [
+            [
+                0.18968232000000004,
+                0.004943600000000055,
+                -0.04877112000000002,
+                0.06901168000000008,
+                0.005554399999999982,
+                -0.24190180000000008,
+                0.011100480000000044,
+                0.07332431999999998,
+                0.047367959999999966,
+                0.1174986,
+                0.002917720000000048,
+                -0.128498,
+                0.05823499999999993,
+                0.03965752000000001,
+                -0.025889279999999938,
+                0.0890122
+            ]
+        ],
+        "std": [
+            [
+                1.005390221359596,
+                0.9987632000000001,
+                1.0021422025080997,
+                1.0058025598467213,
+                0.9984392123352528,
+                0.8872886923159564,
+                0.9937582269928686,
+                0.97657824,
+                0.9532010403686509,
+                0.898886886807812,
+                0.9995686698918299,
+                0.864227081446769,
+                0.8401435100754158,
+                0.9719779957616784,
+                0.9655601622370106,
+                1.0025794726604769
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4999,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/zoo/fold_1/result.json b/UCI_N6/aol/runs/zoo/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d3e1b78e8fb87af2904d2c6efd06f091aada7c29
--- /dev/null
+++ b/UCI_N6/aol/runs/zoo/fold_1/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.08333333333333333,
+    "test_acc": 0.109375,
+    "train_size": 25,
+    "val_size": 12,
+    "test_size": 64,
+    "stats": {
+        "mean": [
+            [
+                0.028691039999999952,
+                0.004943600000000057,
+                -0.048771120000000036,
+                0.06901168,
+                0.005554399999999972,
+                0.17360919999999994,
+                -0.06897883999999993,
+                -0.00805720000000001,
+                0.0473679599999999,
+                -0.07865459999999999,
+                0.0029177199999999947,
+                -0.022119,
+                0.09757803999999994,
+                -0.051376560000000016,
+                -0.26359375999999995,
+                0.24955340000000004
+            ]
+        ],
+        "std": [
+            [
+                0.9989246223251673,
+                0.9987632000000002,
+                1.0021422025080997,
+                1.0058025598467215,
+                0.998439212335253,
+                1.0312711812638613,
+                1.0001903862262094,
+                0.9967159924605201,
+                0.9532010403686509,
+                1.047171532893174,
+                0.9995686698918299,
+                0.9749796397074146,
+                1.045377756731086,
+                1.02185501364051,
+                0.5822546855736085,
+                0.9961319493678737
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4999,
+    "cert_evals": {
+        "36": 0.109375,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/zoo/fold_2/result.json b/UCI_N6/aol/runs/zoo/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..293e831fafdd94edb32bca888eda130b49c7519f
--- /dev/null
+++ b/UCI_N6/aol/runs/zoo/fold_2/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.75,
+    "test_acc": 0.46875,
+    "train_size": 25,
+    "val_size": 12,
+    "test_size": 64,
+    "stats": {
+        "mean": [
+            [
+                0.02869103999999997,
+                0.004943600000000048,
+                -0.04877112000000006,
+                0.06901168,
+                0.005554399999999982,
+                0.007404799999999972,
+                0.011100480000000062,
+                0.07332431999999998,
+                0.04736795999999993,
+                0.01942200000000002,
+                -0.14446064,
+                -0.022119000000000017,
+                0.09757803999999996,
+                0.03965751999999999,
+                -0.14474151999999998,
+                0.08901219999999999
+            ]
+        ],
+        "std": [
+            [
+                0.9989246223251673,
+                0.9987632000000001,
+                1.0021422025080997,
+                1.0058025598467215,
+                0.9984392123352529,
+                0.9972263999999998,
+                0.9937582269928688,
+                0.97657824,
+                0.9532010403686509,
+                0.980766,
+                0.722003562256413,
+                0.9749796397074147,
+                1.045377756731086,
+                0.9719779957616785,
+                0.8060951109136004,
+                1.0025794726604769
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4999,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/aol/runs/zoo/fold_3/result.json b/UCI_N6/aol/runs/zoo/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..faec8d9466b062f055201ec4cbd09a7b58b57b54
--- /dev/null
+++ b/UCI_N6/aol/runs/zoo/fold_3/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.15789473684210525,
+    "test_acc": 0.12280701754385964,
+    "train_size": 25,
+    "val_size": 19,
+    "test_size": 57,
+    "stats": {
+        "mean": [
+            [
+                0.10918667999999991,
+                0.004943600000000039,
+                -0.04877112000000009,
+                0.06901168,
+                -0.087958,
+                -0.07569740000000007,
+                0.011100480000000062,
+                0.07332432000000001,
+                0.04736795999999993,
+                0.019421999999999984,
+                0.29767443999999993,
+                -0.022119,
+                0.05823475999999992,
+                0.03965752,
+                -0.025889279999999938,
+                0.08901219999999999
+            ]
+        ],
+        "std": [
+            [
+                1.0053902213595962,
+                0.9987632,
+                1.0021422025080997,
+                1.0058025598467215,
+                0.9351239999999998,
+                0.9691298611116264,
+                0.9937582269928686,
+                0.97657824,
+                0.9532010403686509,
+                0.980766,
+                1.3507449809969043,
+                0.9749796397074147,
+                1.007680466714654,
+                0.9719779957616784,
+                0.9655601622370106,
+                1.0025794726604769
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4999,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/abalone/fold_0/result.json b/UCI_N6/ortho/runs/abalone/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..69f02ec2c7b59a35a175801b97aa6295cadb9ddb
--- /dev/null
+++ b/UCI_N6/ortho/runs/abalone/fold_0/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 42,
+    "best_val_acc": 0.6190476190476191,
+    "test_acc": 0.6348381941669996,
+    "train_size": 1044,
+    "val_size": 630,
+    "test_size": 2503,
+    "stats": {
+        "mean": [
+            [
+                0.03759131666666678,
+                -0.0067216787931033565,
+                -0.00504821235632188,
+                -0.010079406034482869,
+                0.0077948497126437005,
+                -0.0035954527720305413,
+                0.011847337255747069,
+                0.020808682452107305
+            ]
+        ],
+        "std": [
+            [
+                0.9932562075552053,
+                1.0067465043023525,
+                0.9980809038500921,
+                0.9297052233036605,
+                1.0141436995589543,
+                0.9931430828536596,
+                1.017739933100054,
+                1.0318462596531948
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1288,
+    "cert_evals": {
+        "36": 0.5133839249610901,
+        "72": 0.39312824606895447,
+        "108": 0.31522172689437866,
+        "255": 0.17898520827293396
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/abalone/fold_1/result.json b/UCI_N6/ortho/runs/abalone/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5161b7e5916c47dedb4b4aea678211fd1931b00
--- /dev/null
+++ b/UCI_N6/ortho/runs/abalone/fold_1/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 25,
+    "best_val_acc": 0.6592356687898089,
+    "test_acc": 0.6395209580838324,
+    "train_size": 1044,
+    "val_size": 628,
+    "test_size": 2505,
+    "stats": {
+        "mean": [
+            [
+                0.005192849233716447,
+                -0.0023747756321838803,
+                -0.004999904980842867,
+                -0.01065197068965531,
+                -0.001757506036398443,
+                -0.0004581268045977247,
+                -0.008801511695402298,
+                -0.0025385303256705034
+            ]
+        ],
+        "std": [
+            [
+                0.9921988752896624,
+                1.0113577078934743,
+                1.0108378611135136,
+                0.93746968476643,
+                1.0135082046349184,
+                1.0099861173658438,
+                1.0142707677051552,
+                1.019381711286177
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1288,
+    "cert_evals": {
+        "36": 0.5045908093452454,
+        "72": 0.38922154903411865,
+        "108": 0.3013972043991089,
+        "255": 0.1724550873041153
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/abalone/fold_2/result.json b/UCI_N6/ortho/runs/abalone/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3903e666195c47c678a0e169fc03d71e7eaf160
--- /dev/null
+++ b/UCI_N6/ortho/runs/abalone/fold_2/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 33,
+    "best_val_acc": 0.6855241264559068,
+    "test_acc": 0.6362559241706162,
+    "train_size": 1044,
+    "val_size": 601,
+    "test_size": 2532,
+    "stats": {
+        "mean": [
+            [
+                -0.017948929501915466,
+                0.023985624319923418,
+                0.023087170114942556,
+                0.018317038026819783,
+                0.02778346245977014,
+                0.025539904827586328,
+                0.018261344003831434,
+                0.034770174578544095
+            ]
+        ],
+        "std": [
+            [
+                0.9978233519534647,
+                1.0049712832060378,
+                1.0100440980049294,
+                0.9634042347353897,
+                1.0033357823934823,
+                1.0054816988393045,
+                0.9890488354165379,
+                1.0152622279378631
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1288,
+    "cert_evals": {
+        "36": 0.4992101192474365,
+        "72": 0.3886255919933319,
+        "108": 0.30055293440818787,
+        "255": 0.15876777470111847
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/abalone/fold_3/result.json b/UCI_N6/ortho/runs/abalone/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b672716791550b7433c2f76b5830dd9b483645b
--- /dev/null
+++ b/UCI_N6/ortho/runs/abalone/fold_3/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 26,
+    "best_val_acc": 0.6639209225700164,
+    "test_acc": 0.6298495645288994,
+    "train_size": 1044,
+    "val_size": 607,
+    "test_size": 2526,
+    "stats": {
+        "mean": [
+            [
+                -0.039933615229885006,
+                0.033357397988505864,
+                0.02810616465517236,
+                0.015225409386973148,
+                0.03982630053544057,
+                0.03327093634674338,
+                0.031858401652298855,
+                0.04330609419540234
+            ]
+        ],
+        "std": [
+            [
+                1.000898664612302,
+                1.0028361176421674,
+                1.0029617333979737,
+                0.9244955132147792,
+                1.020547570022181,
+                1.016662196023235,
+                1.0053994226175234,
+                1.025123395710352
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1288,
+    "cert_evals": {
+        "36": 0.5023753046989441,
+        "72": 0.37727633118629456,
+        "108": 0.2992874085903168,
+        "255": 0.17537608742713928
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/acute-inflammation/fold_0/result.json b/UCI_N6/ortho/runs/acute-inflammation/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c676852555e74b10a93d339d0b9a30372eb529d
--- /dev/null
+++ b/UCI_N6/ortho/runs/acute-inflammation/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.375,
+    "test_acc": 0.527027027027027,
+    "train_size": 30,
+    "val_size": 16,
+    "test_size": 74,
+    "stats": {
+        "mean": [
+            [
+                -0.029776199999999933,
+                0.05815319999999998,
+                0.03366299999999992,
+                -0.07041613333333337,
+                0.0829954666666666,
+                0.3029878333333334
+            ]
+        ],
+        "std": [
+            [
+                1.046299339147563,
+                1.028676385077134,
+                0.9895473157792913,
+                1.0179845925601472,
+                0.9937462864656396,
+                1.0009348864350793
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 739,
+    "cert_evals": {
+        "36": 0.5270270109176636,
+        "72": 0.3243243396282196,
+        "108": 0.31081080436706543,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/acute-inflammation/fold_1/result.json b/UCI_N6/ortho/runs/acute-inflammation/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2385f85710afddf300d0ae54555acac5622cdc81
--- /dev/null
+++ b/UCI_N6/ortho/runs/acute-inflammation/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 33,
+    "best_val_acc": 1.0,
+    "test_acc": 0.9583333333333334,
+    "train_size": 30,
+    "val_size": 18,
+    "test_size": 72,
+    "stats": {
+        "mean": [
+            [
+                0.2066000000000002,
+                0.2132320000000001,
+                0.16832333333333327,
+                -6.666666666858371e-07,
+                0.08299546666666664,
+                -0.033663
+            ]
+        ],
+        "std": [
+            [
+                1.073465583913181,
+                1.0965727109827237,
+                0.9521923485684088,
+                0.9958250796083059,
+                0.9937462864656397,
+                0.9895473157792911
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 739,
+    "cert_evals": {
+        "36": 0.8611111044883728,
+        "72": 0.7083333134651184,
+        "108": 0.236111119389534,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/acute-inflammation/fold_2/result.json b/UCI_N6/ortho/runs/acute-inflammation/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..552cb6adb7f401fa3c900b75441ef185a3eb0bcc
--- /dev/null
+++ b/UCI_N6/ortho/runs/acute-inflammation/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.65,
+    "test_acc": 0.8857142857142857,
+    "train_size": 30,
+    "val_size": 20,
+    "test_size": 70,
+    "stats": {
+        "mean": [
+            [
+                -0.06825569999999999,
+                -0.09692560000000008,
+                0.10099316666666662,
+                0.07041479999999994,
+                -0.11619693333333347,
+                0.16832750000000007
+            ]
+        ],
+        "std": [
+            [
+                0.9390286569686838,
+                0.9304728,
+                0.9733809278809981,
+                0.9680526182869189,
+                0.9870693041144554,
+                1.0099525000000003
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 739,
+    "cert_evals": {
+        "36": 0.7571428418159485,
+        "72": 0.6142857074737549,
+        "108": 0.37142857909202576,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/acute-inflammation/fold_3/result.json b/UCI_N6/ortho/runs/acute-inflammation/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..538ca89e4dad8912bee23732377ff944345aaceb
--- /dev/null
+++ b/UCI_N6/ortho/runs/acute-inflammation/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 47,
+    "best_val_acc": 0.7142857142857143,
+    "test_acc": 0.6376811594202898,
+    "train_size": 30,
+    "val_size": 21,
+    "test_size": 69,
+    "stats": {
+        "mean": [
+            [
+                0.061842666666666594,
+                -0.01938619999999999,
+                -0.03366716666666666,
+                -0.14083160000000008,
+                -0.049799466666666695,
+                -0.3029836666666666
+            ]
+        ],
+        "std": [
+            [
+                0.9526045937382531,
+                0.9838646893399317,
+                1.000934886435079,
+                1.0348917799997448,
+                0.9937462864656396,
+                0.8932355996217098
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 739,
+    "cert_evals": {
+        "36": 0.49275362491607666,
+        "72": 0.3913043439388275,
+        "108": 0.3913043439388275,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/acute-nephritis/fold_0/result.json b/UCI_N6/ortho/runs/acute-nephritis/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..46ac4082f22e0c7c6b9f3237e371d862f88c1557
--- /dev/null
+++ b/UCI_N6/ortho/runs/acute-nephritis/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.8823529411764706,
+    "test_acc": 0.7671232876712328,
+    "train_size": 30,
+    "val_size": 17,
+    "test_size": 73,
+    "stats": {
+        "mean": [
+            [
+                -0.1415510333333333,
+                0.21323200000000003,
+                -0.03366716666666671,
+                -6.666666667154431e-07,
+                0.2821878666666666,
+                -0.1683233333333333
+            ]
+        ],
+        "std": [
+            [
+                1.0909027516263303,
+                1.0965727109827237,
+                1.0009348864350789,
+                0.9958250796083059,
+                0.9598970403996372,
+                0.9521923485684088
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 739,
+    "cert_evals": {
+        "36": 0.6712328791618347,
+        "72": 0.42465752363204956,
+        "108": 0.39726027846336365,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/acute-nephritis/fold_1/result.json b/UCI_N6/ortho/runs/acute-nephritis/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ce9cb561827015ac81d3f9c78ac328b5371661aa
--- /dev/null
+++ b/UCI_N6/ortho/runs/acute-nephritis/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 15,
+    "best_val_acc": 0.8571428571428571,
+    "test_acc": 0.8289473684210527,
+    "train_size": 30,
+    "val_size": 14,
+    "test_size": 76,
+    "stats": {
+        "mean": [
+            [
+                0.012368109999999948,
+                -0.0969256,
+                0.10099316666666665,
+                -0.21124706666666673,
+                -0.11619693333333339,
+                -0.033662999999999985
+            ]
+        ],
+        "std": [
+            [
+                0.9970611705313925,
+                0.9304727999999999,
+                0.9733809278809981,
+                1.0468011683411809,
+                0.9870693041144555,
+                0.9895473157792911
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 739,
+    "cert_evals": {
+        "36": 0.8289473652839661,
+        "72": 0.5921052694320679,
+        "108": 0.02631578966975212,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/acute-nephritis/fold_2/result.json b/UCI_N6/ortho/runs/acute-nephritis/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e1a3fc88053177957957e7d24d9c72d764c77266
--- /dev/null
+++ b/UCI_N6/ortho/runs/acute-nephritis/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 34,
+    "best_val_acc": 0.9090909090909091,
+    "test_acc": 0.9873417721518988,
+    "train_size": 30,
+    "val_size": 11,
+    "test_size": 79,
+    "stats": {
+        "mean": [
+            [
+                0.03252466666666676,
+                0.05815320000000001,
+                -0.10099733333333338,
+                -6.666666667154431e-07,
+                0.1493929333333332,
+                -0.033662999999999985
+            ]
+        ],
+        "std": [
+            [
+                0.9744119491152714,
+                1.0286763850771339,
+                1.0077056618442157,
+                0.9958250796083059,
+                0.9870693041144553,
+                0.9895473157792911
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 739,
+    "cert_evals": {
+        "36": 0.8481012582778931,
+        "72": 0.5822784900665283,
+        "108": 0.3417721688747406,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/acute-nephritis/fold_3/result.json b/UCI_N6/ortho/runs/acute-nephritis/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f028a4df40e125691f01b8054a62482f01519d58
--- /dev/null
+++ b/UCI_N6/ortho/runs/acute-nephritis/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 1.0,
+    "test_acc": 1.0,
+    "train_size": 30,
+    "val_size": 19,
+    "test_size": 71,
+    "stats": {
+        "mean": [
+            [
+                -0.029776590000000006,
+                -0.01938619999999999,
+                -0.10099733333333341,
+                -6.666666667080416e-07,
+                0.01659799999999996,
+                -0.10099316666666663
+            ]
+        ],
+        "std": [
+            [
+                1.0535901730675965,
+                0.9838646893399317,
+                1.0077056618442157,
+                0.9958250796083058,
+                0.995962,
+                0.9733809278809978
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 739,
+    "cert_evals": {
+        "36": 1.0,
+        "72": 0.563380241394043,
+        "108": 0.23943661153316498,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/adult/fold_0/result.json b/UCI_N6/ortho/runs/adult/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3aa924964b6220dec1be19b41412f54de18ab1c5
--- /dev/null
+++ b/UCI_N6/ortho/runs/adult/fold_0/result.json
@@ -0,0 +1,58 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.8163669612922889,
+    "test_acc": 0.8008000307704143,
+    "train_size": 16281,
+    "val_size": 6562,
+    "test_size": 25999,
+    "stats": {
+        "mean": [
+            [
+                5.755174894932247e-09,
+                -1.5212824565593372e-07,
+                1.9344708602300844e-08,
+                -5.868804126934776e-07,
+                4.3847429484189405e-07,
+                -1.2794054493469234e-07,
+                -3.0931760979923667e-08,
+                1.2424912468644162e-06,
+                2.0428720567267194e-07,
+                -1.2898470607021481e-06,
+                5.428255022845695e-07,
+                2.9734045846837646e-07,
+                9.031386283659057e-08,
+                2.0421350090431894e-07
+            ]
+        ],
+        "std": [
+            [
+                0.999969279768083,
+                0.9999691631254963,
+                0.9999692601356567,
+                0.9999684455490998,
+                0.9999701766278255,
+                0.9999695789931851,
+                0.9999697101647755,
+                0.9999695985584383,
+                0.9999687129297181,
+                0.999967689659048,
+                0.9999708394490064,
+                0.9999690163307019,
+                0.9999694763882633,
+                0.9999692067843523
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 14,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 28,
+    "parameters": 3731,
+    "cert_evals": {
+        "36": 0.7434901595115662,
+        "72": 0.6842186450958252,
+        "108": 0.6263702511787415,
+        "255": 0.3690142035484314
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/adult/fold_1/result.json b/UCI_N6/ortho/runs/adult/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7068d6ddc30774d0eae50c7ca3a02619410ff19c
--- /dev/null
+++ b/UCI_N6/ortho/runs/adult/fold_1/result.json
@@ -0,0 +1,58 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.8111246943765281,
+    "test_acc": 0.800591920667256,
+    "train_size": 16281,
+    "val_size": 6544,
+    "test_size": 26017,
+    "stats": {
+        "mean": [
+            [
+                5.755174894932247e-09,
+                -1.5212824565593372e-07,
+                1.9344708602300844e-08,
+                -5.868804126934776e-07,
+                4.3847429484189405e-07,
+                -1.2794054493469234e-07,
+                -3.0931760979923667e-08,
+                1.2424912468644162e-06,
+                2.0428720567267194e-07,
+                -1.2898470607021481e-06,
+                5.428255022845695e-07,
+                2.9734045846837646e-07,
+                9.031386283659057e-08,
+                2.0421350090431894e-07
+            ]
+        ],
+        "std": [
+            [
+                0.999969279768083,
+                0.9999691631254963,
+                0.9999692601356567,
+                0.9999684455490998,
+                0.9999701766278255,
+                0.9999695789931851,
+                0.9999697101647755,
+                0.9999695985584383,
+                0.9999687129297181,
+                0.999967689659048,
+                0.9999708394490064,
+                0.9999690163307019,
+                0.9999694763882633,
+                0.9999692067843523
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 14,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 28,
+    "parameters": 3731,
+    "cert_evals": {
+        "36": 0.7366337180137634,
+        "72": 0.6732905507087708,
+        "108": 0.6159049868583679,
+        "255": 0.340777188539505
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/adult/fold_2/result.json b/UCI_N6/ortho/runs/adult/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..50c8f01562ec9a7d028108a39c7f348ebe9b1c45
--- /dev/null
+++ b/UCI_N6/ortho/runs/adult/fold_2/result.json
@@ -0,0 +1,58 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 0.8119499768411301,
+    "test_acc": 0.805819659561417,
+    "train_size": 16281,
+    "val_size": 6477,
+    "test_size": 26084,
+    "stats": {
+        "mean": [
+            [
+                5.755174894932247e-09,
+                -1.5212824565593372e-07,
+                1.9344708602300844e-08,
+                -5.868804126934776e-07,
+                4.3847429484189405e-07,
+                -1.2794054493469234e-07,
+                -3.0931760979923667e-08,
+                1.2424912468644162e-06,
+                2.0428720567267194e-07,
+                -1.2898470607021481e-06,
+                5.428255022845695e-07,
+                2.9734045846837646e-07,
+                9.031386283659057e-08,
+                2.0421350090431894e-07
+            ]
+        ],
+        "std": [
+            [
+                0.999969279768083,
+                0.9999691631254963,
+                0.9999692601356567,
+                0.9999684455490998,
+                0.9999701766278255,
+                0.9999695789931851,
+                0.9999697101647755,
+                0.9999695985584383,
+                0.9999687129297181,
+                0.999967689659048,
+                0.9999708394490064,
+                0.9999690163307019,
+                0.9999694763882633,
+                0.9999692067843523
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 14,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 28,
+    "parameters": 3731,
+    "cert_evals": {
+        "36": 0.7474313974380493,
+        "72": 0.692570149898529,
+        "108": 0.6331084370613098,
+        "255": 0.3807314932346344
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/adult/fold_3/result.json b/UCI_N6/ortho/runs/adult/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8104cbe5ba0513bac263667eb3e4bd148f171403
--- /dev/null
+++ b/UCI_N6/ortho/runs/adult/fold_3/result.json
@@ -0,0 +1,58 @@
+{
+    "best_epoch": 29,
+    "best_val_acc": 0.8109580747691842,
+    "test_acc": 0.8090853047699776,
+    "train_size": 16281,
+    "val_size": 6607,
+    "test_size": 25954,
+    "stats": {
+        "mean": [
+            [
+                5.755174894932247e-09,
+                -1.5212824565593372e-07,
+                1.9344708602300844e-08,
+                -5.868804126934776e-07,
+                4.3847429484189405e-07,
+                -1.2794054493469234e-07,
+                -3.0931760979923667e-08,
+                1.2424912468644162e-06,
+                2.0428720567267194e-07,
+                -1.2898470607021481e-06,
+                5.428255022845695e-07,
+                2.9734045846837646e-07,
+                9.031386283659057e-08,
+                2.0421350090431894e-07
+            ]
+        ],
+        "std": [
+            [
+                0.999969279768083,
+                0.9999691631254963,
+                0.9999692601356567,
+                0.9999684455490998,
+                0.9999701766278255,
+                0.9999695789931851,
+                0.9999697101647755,
+                0.9999695985584383,
+                0.9999687129297181,
+                0.999967689659048,
+                0.9999708394490064,
+                0.9999690163307019,
+                0.9999694763882633,
+                0.9999692067843523
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 14,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 28,
+    "parameters": 3731,
+    "cert_evals": {
+        "36": 0.7503660321235657,
+        "72": 0.6932264566421509,
+        "108": 0.6327348351478577,
+        "255": 0.37870848178863525
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/annealing/fold_0/result.json b/UCI_N6/ortho/runs/annealing/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a59b141f05fb4d2a28f8b381d2f6b6135e32a052
--- /dev/null
+++ b/UCI_N6/ortho/runs/annealing/fold_0/result.json
@@ -0,0 +1,92 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.8392857142857143,
+    "test_acc": 0.7571428571428571,
+    "train_size": 100,
+    "val_size": 168,
+    "test_size": 630,
+    "stats": {
+        "mean": [
+            [
+                0.07222222999999978,
+                -0.345,
+                4.33,
+                12.0,
+                0.14,
+                -0.17333315999999985,
+                -0.07800000000000064,
+                29.2,
+                0.09999999999999996,
+                -0.010000000000000224,
+                0.3,
+                -0.010000000000000111,
+                -4.132729999999996e-16,
+                -0.11000000000000007,
+                -0.11999999999999993,
+                -0.12999999999999998,
+                -0.13,
+                -0.029999999999999773,
+                -1.847940000000002e-16,
+                -0.05999999999999975,
+                -1.626729999999999e-16,
+                -0.03999999999999998,
+                -0.010000000000000222,
+                -0.06000000000000002,
+                0.1,
+                1.3318299999999998,
+                771.9469999999998,
+                1183.75,
+                0.009999999999999986,
+                -0.9466666699999999,
+                -1.5582099999999978e-17
+            ]
+        ],
+        "std": [
+            [
+                0.27504207913753365,
+                0.41800119617053744,
+                14.650634798533474,
+                25.758493744782516,
+                0.34698703145794935,
+                0.2133331200000003,
+                0.2543933961407015,
+                110.08796482813175,
+                0.29999999999999993,
+                0.09949874371066192,
+                0.47958315233127174,
+                0.06557438524301994,
+                1.0,
+                0.31288975694324034,
+                0.32496153618543855,
+                0.3363034344160047,
+                0.3363034344160045,
+                0.17058722109231966,
+                1.0,
+                0.23748684174075815,
+                1.0,
+                0.19595917942265428,
+                0.09949874371066192,
+                0.2374868417407582,
+                0.9949874371066199,
+                0.9335979547428329,
+                410.1759096911958,
+                1742.0412703205398,
+                0.09949874371066196,
+                0.2436755226844934,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 31,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 62,
+    "parameters": 17928,
+    "cert_evals": {
+        "36": 0.7142857313156128,
+        "72": 0.6682539582252502,
+        "108": 0.6190476417541504,
+        "255": 0.4888888895511627
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/annealing/fold_1/result.json b/UCI_N6/ortho/runs/annealing/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c017be7e67ec7afe0ddd124615a9bfbc79d62d2b
--- /dev/null
+++ b/UCI_N6/ortho/runs/annealing/fold_1/result.json
@@ -0,0 +1,92 @@
+{
+    "best_epoch": 15,
+    "best_val_acc": 0.8571428571428571,
+    "test_acc": 0.8367346938775511,
+    "train_size": 100,
+    "val_size": 161,
+    "test_size": 637,
+    "stats": {
+        "mean": [
+            [
+                0.07222222999999978,
+                -0.345,
+                4.33,
+                12.0,
+                0.14,
+                -0.17333315999999985,
+                -0.07800000000000064,
+                29.2,
+                0.09999999999999996,
+                -0.010000000000000224,
+                0.3,
+                -0.010000000000000111,
+                -4.132729999999996e-16,
+                -0.11000000000000007,
+                -0.11999999999999993,
+                -0.12999999999999998,
+                -0.13,
+                -0.029999999999999773,
+                -1.847940000000002e-16,
+                -0.05999999999999975,
+                -1.626729999999999e-16,
+                -0.03999999999999998,
+                -0.010000000000000222,
+                -0.06000000000000002,
+                0.1,
+                1.3318299999999998,
+                771.9469999999998,
+                1183.75,
+                0.009999999999999986,
+                -0.9466666699999999,
+                -1.5582099999999978e-17
+            ]
+        ],
+        "std": [
+            [
+                0.27504207913753365,
+                0.41800119617053744,
+                14.650634798533474,
+                25.758493744782516,
+                0.34698703145794935,
+                0.2133331200000003,
+                0.2543933961407015,
+                110.08796482813175,
+                0.29999999999999993,
+                0.09949874371066192,
+                0.47958315233127174,
+                0.06557438524301994,
+                1.0,
+                0.31288975694324034,
+                0.32496153618543855,
+                0.3363034344160047,
+                0.3363034344160045,
+                0.17058722109231966,
+                1.0,
+                0.23748684174075815,
+                1.0,
+                0.19595917942265428,
+                0.09949874371066192,
+                0.2374868417407582,
+                0.9949874371066199,
+                0.9335979547428329,
+                410.1759096911958,
+                1742.0412703205398,
+                0.09949874371066196,
+                0.2436755226844934,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 31,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 62,
+    "parameters": 17928,
+    "cert_evals": {
+        "36": 0.7770800590515137,
+        "72": 0.7551020383834839,
+        "108": 0.692307710647583,
+        "255": 0.5541601181030273
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/annealing/fold_2/result.json b/UCI_N6/ortho/runs/annealing/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9422daf38747c3c39e09c1004dd726377e7a481
--- /dev/null
+++ b/UCI_N6/ortho/runs/annealing/fold_2/result.json
@@ -0,0 +1,92 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.8070175438596491,
+    "test_acc": 0.7671451355661882,
+    "train_size": 100,
+    "val_size": 171,
+    "test_size": 627,
+    "stats": {
+        "mean": [
+            [
+                0.07222222999999978,
+                -0.345,
+                4.33,
+                12.0,
+                0.14,
+                -0.17333315999999985,
+                -0.07800000000000064,
+                29.2,
+                0.09999999999999996,
+                -0.010000000000000224,
+                0.3,
+                -0.010000000000000111,
+                -4.132729999999996e-16,
+                -0.11000000000000007,
+                -0.11999999999999993,
+                -0.12999999999999998,
+                -0.13,
+                -0.029999999999999773,
+                -1.847940000000002e-16,
+                -0.05999999999999975,
+                -1.626729999999999e-16,
+                -0.03999999999999998,
+                -0.010000000000000222,
+                -0.06000000000000002,
+                0.1,
+                1.3318299999999998,
+                771.9469999999998,
+                1183.75,
+                0.009999999999999986,
+                -0.9466666699999999,
+                -1.5582099999999978e-17
+            ]
+        ],
+        "std": [
+            [
+                0.27504207913753365,
+                0.41800119617053744,
+                14.650634798533474,
+                25.758493744782516,
+                0.34698703145794935,
+                0.2133331200000003,
+                0.2543933961407015,
+                110.08796482813175,
+                0.29999999999999993,
+                0.09949874371066192,
+                0.47958315233127174,
+                0.06557438524301994,
+                1.0,
+                0.31288975694324034,
+                0.32496153618543855,
+                0.3363034344160047,
+                0.3363034344160045,
+                0.17058722109231966,
+                1.0,
+                0.23748684174075815,
+                1.0,
+                0.19595917942265428,
+                0.09949874371066192,
+                0.2374868417407582,
+                0.9949874371066199,
+                0.9335979547428329,
+                410.1759096911958,
+                1742.0412703205398,
+                0.09949874371066196,
+                0.2436755226844934,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 31,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 62,
+    "parameters": 17928,
+    "cert_evals": {
+        "36": 0.7065390944480896,
+        "72": 0.6523125767707825,
+        "108": 0.6140350699424744,
+        "255": 0.5470494627952576
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/annealing/fold_3/result.json b/UCI_N6/ortho/runs/annealing/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2674ca0ca25b88e16bdf1371f0966afbc7835e3f
--- /dev/null
+++ b/UCI_N6/ortho/runs/annealing/fold_3/result.json
@@ -0,0 +1,92 @@
+{
+    "best_epoch": 41,
+    "best_val_acc": 0.8562874251497006,
+    "test_acc": 0.8019017432646592,
+    "train_size": 100,
+    "val_size": 167,
+    "test_size": 631,
+    "stats": {
+        "mean": [
+            [
+                0.07222222999999978,
+                -0.345,
+                4.33,
+                12.0,
+                0.14,
+                -0.17333315999999985,
+                -0.07800000000000064,
+                29.2,
+                0.09999999999999996,
+                -0.010000000000000224,
+                0.3,
+                -0.010000000000000111,
+                -4.132729999999996e-16,
+                -0.11000000000000007,
+                -0.11999999999999993,
+                -0.12999999999999998,
+                -0.13,
+                -0.029999999999999773,
+                -1.847940000000002e-16,
+                -0.05999999999999975,
+                -1.626729999999999e-16,
+                -0.03999999999999998,
+                -0.010000000000000222,
+                -0.06000000000000002,
+                0.1,
+                1.3318299999999998,
+                771.9469999999998,
+                1183.75,
+                0.009999999999999986,
+                -0.9466666699999999,
+                -1.5582099999999978e-17
+            ]
+        ],
+        "std": [
+            [
+                0.27504207913753365,
+                0.41800119617053744,
+                14.650634798533474,
+                25.758493744782516,
+                0.34698703145794935,
+                0.2133331200000003,
+                0.2543933961407015,
+                110.08796482813175,
+                0.29999999999999993,
+                0.09949874371066192,
+                0.47958315233127174,
+                0.06557438524301994,
+                1.0,
+                0.31288975694324034,
+                0.32496153618543855,
+                0.3363034344160047,
+                0.3363034344160045,
+                0.17058722109231966,
+                1.0,
+                0.23748684174075815,
+                1.0,
+                0.19595917942265428,
+                0.09949874371066192,
+                0.2374868417407582,
+                0.9949874371066199,
+                0.9335979547428329,
+                410.1759096911958,
+                1742.0412703205398,
+                0.09949874371066196,
+                0.2436755226844934,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 31,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 62,
+    "parameters": 17928,
+    "cert_evals": {
+        "36": 0.7527734041213989,
+        "72": 0.7305864095687866,
+        "108": 0.6973058581352234,
+        "255": 0.5657686591148376
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/arrhythmia/fold_0/result.json b/UCI_N6/ortho/runs/arrhythmia/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9fb48c10c593ba6bc1a2ad33dc1ee1cdcacc8e4b
--- /dev/null
+++ b/UCI_N6/ortho/runs/arrhythmia/fold_0/result.json
@@ -0,0 +1,554 @@
+{
+    "best_epoch": 27,
+    "best_val_acc": 0.6329113924050633,
+    "test_acc": 0.5769230769230769,
+    "train_size": 113,
+    "val_size": 79,
+    "test_size": 260,
+    "stats": {
+        "mean": [
+            [
+                -0.05548900442477873,
+                0.17327679646017674,
+                -0.09933938283185836,
+                -0.022536060176991165,
+                -0.05529378318584072,
+                -0.02827017327433631,
+                -0.005964132743362813,
+                0.04588333831858407,
+                -0.06835887191150443,
+                -0.01879734327433625,
+                0.08708691123893805,
+                -0.010227719469026567,
+                -0.05324860619469024,
+                0.03857876283185871,
+                -0.0029412946902654486,
+                -0.14624673451327397,
+                0.0106677238938053,
+                -0.09994685221238946,
+                -2.2654867242673962e-07,
+                -0.10041930088495568,
+                0.14110856637168184,
+                -0.02112876106194691,
+                -0.021128761061946916,
+                -0.06659289999999989,
+                -0.06659289999999989,
+                -0.09438650000000005,
+                -0.024449619469026587,
+                -0.006156723893805307,
+                -0.03655609734513271,
+                -0.06008078761061956,
+                -0.05587280000000011,
+                -0.1535461769911505,
+                -2.9203539835147346e-07,
+                0.1454482212389377,
+                -0.04703600000000003,
+                -0.06659289999999989,
+                0.0665928778761063,
+                -0.053692424778761245,
+                0.10382045292035355,
+                -0.045959752212389356,
+                -0.039423744247787586,
+                -0.042264867256637376,
+                -0.0339906548672566,
+                -0.10218601769911498,
+                -0.04703600000000003,
+                0.04783872566371683,
+                0.14110856637168165,
+                -2.920353982139237e-07,
+                -0.1056450000000003,
+                -0.06659289999999989,
+                0.039230692920353964,
+                -0.048857433628318604,
+                -0.0949235044247789,
+                -0.0951867699115044,
+                -0.04703600000000003,
+                -0.07884043362831854,
+                -0.021128761061946947,
+                0.0665928778761063,
+                0.0665928778761063,
+                0.06659287787610634,
+                0.0665928778761063,
+                1.0619469034296467e-07,
+                -0.14459542477876128,
+                0.10166875221238943,
+                -0.0007696849557522316,
+                0.08089214159292042,
+                0.024555884070796462,
+                -0.06704164601769926,
+                -0.04703600000000003,
+                0.1411085663716821,
+                0.02721671504424786,
+                -0.04703600000000003,
+                0.008643274336283235,
+                -0.03328283893805306,
+                -0.08280126353982296,
+                -0.04353061946902624,
+                0.022193132743362702,
+                -0.07879264601769921,
+                0.06659287787610634,
+                0.07170867256637195,
+                0.1411085663716824,
+                -0.04703600000000003,
+                0.14110856637168173,
+                -0.05805589380530971,
+                0.08516874884955755,
+                0.043014315044247776,
+                -0.002110141592920556,
+                -0.07482919999999994,
+                0.027698871681415955,
+                -0.08165009999999992,
+                -0.0536924247787612,
+                1.0619469030955972e-07,
+                -0.09438650000000005,
+                0.06338747787610613,
+                -0.0901489026548673,
+                -0.04849817699115047,
+                0.07722033628318585,
+                0.026260424778761074,
+                0.0738569911504426,
+                0.04712901946902665,
+                0.16431531858407084,
+                0.09438671238938037,
+                0.09438671238938054,
+                -0.0386190796460177,
+                -0.09438650000000005,
+                1.0619469029580476e-07,
+                0.06704106194690244,
+                0.00271023008849546,
+                0.04821953097345133,
+                -0.022629159292035374,
+                0.24075912389380558,
+                0.19588278672566428,
+                0.10636762831858415,
+                0.07170867256637167,
+                0.0665928778761063,
+                -0.08165009999999992,
+                1.0619469029580476e-07,
+                0.24495034513274322,
+                -0.02112876106194717,
+                -0.03837423008849555,
+                0.0792644690265486,
+                -0.010963192920353986,
+                -0.13985853097345086,
+                -0.06118739999999991,
+                -0.05918213274336283,
+                -0.06659289999999989,
+                0.19309768141592948,
+                0.0665928778761063,
+                -2.920353984064934e-07,
+                -0.08791879646017699,
+                -0.009588667256637163,
+                0.039876742477876134,
+                -0.04371391504424787,
+                -0.09472733274336269,
+                -0.08165009999999992,
+                -0.04703600000000003,
+                -0.08165009999999992,
+                -0.059833336283185844,
+                -0.07838458407079653,
+                -0.015475274336283125,
+                -0.0805356,
+                -0.13698139380530983,
+                0.14110856637168137,
+                -0.04703600000000003,
+                0.0665928778761063,
+                -0.021128761061947016,
+                0.017010241592920368,
+                0.09822180530973434,
+                0.005761375398230098,
+                0.0322361946902655,
+                -0.034939104424778704,
+                0.06566965486725665,
+                0.061632838053097376,
+                0.0004023300884955741,
+                0.07045262681415927,
+                0.028733457522123865,
+                0.02147898230088495,
+                -0.05026543539823011,
+                0.060225181415929224,
+                -0.07029714159292026,
+                0.06618380000000008,
+                0.011594984955752213,
+                0.040387401769911555,
+                -0.0058615916814159065,
+                0.04742410654867257,
+                -0.015766054867256643,
+                -0.062290848053097175,
+                -0.05214830601769914,
+                0.04644970973451337,
+                -0.05739616814159293,
+                0.05439313274336291,
+                -0.0036409858407079588,
+                -0.009598277876106183,
+                -0.011235967256637188,
+                -0.002634908849557516,
+                -0.005508535398230053,
+                -0.05590965752212387,
+                -0.06772527787610619,
+                0.08251315044247781,
+                -0.08976234513274321,
+                0.04703600000000003,
+                -0.04274165486725669,
+                -0.05909215752212393,
+                0.027935999115044265,
+                -0.036451818017699096,
+                0.03197787610619467,
+                0.1596792035398229,
+                0.0024668168141592844,
+                -0.015842806194690306,
+                0.07878208849557493,
+                0.006463776548672604,
+                0.06462291946902653,
+                0.025483634513274327,
+                0.06707996637168136,
+                -0.07861038619469025,
+                -0.0949829097345134,
+                -0.08679084778761066,
+                0.09411216159292037,
+                -0.061483929203539976,
+                -0.03750280353982299,
+                0.024982454867256657,
+                0.010920844247787605,
+                -0.036973680442477924,
+                -0.00325765690265486,
+                -0.06706977168141595,
+                0.054682415929203546,
+                0.07233616902654867,
+                0.024967183185840673,
+                0.0201886814159292,
+                0.0625599000000001,
+                0.016163015929203547,
+                -0.19404511061946894,
+                0.1314095771681416,
+                -0.02607840336283184,
+                -0.07232390353982299,
+                0.06542182300884967,
+                0.09097714132743363,
+                -0.0490932584955752,
+                0.17395115044247766,
+                -0.08915754336283198,
+                0.005843493805309704,
+                -0.1311985026548673,
+                0.0822022767256637,
+                -0.0316962311504425,
+                -0.15503262123893807,
+                0.050416203539823005,
+                0.012278147787610633,
+                0.0764223432743363,
+                0.20117684424778776,
+                -0.15312840973451328,
+                -0.006850403539823016,
+                -0.22191862300884949,
+                0.1207021007964602,
+                -0.08917110283185833,
+                -0.07690047646017703,
+                0.030319972566371638,
+                -0.1126870734513274,
+                0.06241866831858403,
+                -0.1273596991150443,
+                0.06213639999999999,
+                -0.07254762831858405,
+                -0.08504349999999997,
+                0.034207636283185856,
+                -0.02238689532743362,
+                0.10946240796460185,
+                0.021622823008849552,
+                -0.1487953611504425,
+                0.02685327893805308,
+                -0.04490421946902649,
+                -0.04955592035398229,
+                0.06734868938053096,
+                -0.08363668734513273,
+                0.022693176017699095,
+                0.09933861353982294,
+                -0.00604589380530972,
+                -0.10963647433628322,
+                0.03259297079646029,
+                -0.07945840000000003,
+                -0.007002541592920362,
+                0.10658185398230094,
+                -0.0866022876106194,
+                0.06365430106194689
+            ]
+        ],
+        "std": [
+            [
+                0.9732374444872444,
+                0.9655808459932996,
+                0.2507734231833244,
+                0.85756632700396,
+                0.9152499916483915,
+                0.9319460220789437,
+                0.9577523305438101,
+                1.1527478213503135,
+                0.9576681124104236,
+                1.0097636409421697,
+                0.9939501739346246,
+                0.8077223719814682,
+                0.9956881527950738,
+                1.065832253077651,
+                0.8648866626310105,
+                0.7884428876814543,
+                0.8846283104978594,
+                1.0392968702844574,
+                0.9547571784517959,
+                0.830419971626617,
+                1.9911349325902201,
+                0.8944357999064113,
+                0.8944357999064099,
+                1.0,
+                1.0,
+                1.0,
+                1.0288388455432311,
+                1.0366372636701484,
+                1.0104922342254585,
+                0.6029602666961917,
+                1.0,
+                0.9119059418676891,
+                0.9988936769842922,
+                1.3401171108416883,
+                1.0,
+                1.0,
+                1.409505785723462,
+                0.7576328500006007,
+                1.1142082921935355,
+                1.100915710823559,
+                0.9521761840451372,
+                0.8352521125885086,
+                0.7194469320515606,
+                0.9886952789548065,
+                1.0,
+                1.111662684055426,
+                1.9911349325902201,
+                0.9988936769842919,
+                1.0,
+                1.0,
+                0.9092993788613446,
+                1.061138924056677,
+                0.8860454459362529,
+                0.77869888137794,
+                1.0,
+                0.9971658374137916,
+                0.8944357999064098,
+                1.4095057857234619,
+                1.409505785723463,
+                1.4095057857234636,
+                1.4095057857234625,
+                0.9988939483461562,
+                0.8359429042688657,
+                0.9455652546275832,
+                1.047159553008427,
+                1.2373317065584502,
+                0.9367499049873408,
+                0.7094990007768702,
+                1.0,
+                1.9911349325902201,
+                1.152138074538977,
+                1.0,
+                1.076296523650441,
+                1.0790204523971971,
+                0.9278040585020654,
+                0.6623289850929874,
+                1.0736843273720698,
+                1.059187675645061,
+                1.4095057857234636,
+                1.1978616378928757,
+                1.9911349325902201,
+                1.0,
+                1.9911349325902201,
+                0.9142231440920847,
+                1.3486308966826843,
+                0.9779239267203217,
+                1.072217573812213,
+                1.0,
+                1.0670736267417575,
+                1.0,
+                0.7576328500006009,
+                0.9988939483461562,
+                1.0,
+                1.2592635987036094,
+                0.6360290623787335,
+                0.8549033709264361,
+                1.300841714365119,
+                0.979322007928904,
+                1.2296324368044147,
+                1.3300447893255654,
+                1.2339107860310472,
+                1.4063287585864288,
+                1.4063287585864277,
+                0.817419899167048,
+                1.0,
+                0.9988939483461566,
+                1.2178666747421332,
+                0.9179155627028488,
+                1.1674686384124506,
+                0.937597875841375,
+                1.9128860722576218,
+                1.9849443701676805,
+                1.2128492302504466,
+                1.1978616378928766,
+                1.409505785723462,
+                1.0,
+                0.9988939483461566,
+                1.9776639067090993,
+                0.8944357999064088,
+                0.9089427774812973,
+                1.1565813541259533,
+                0.9312031818896745,
+                0.37790291497240225,
+                1.0,
+                1.0103067336455187,
+                1.0,
+                1.612796005825811,
+                1.4095057857234625,
+                0.9988936769842919,
+                0.9869575017654069,
+                1.0625408223089012,
+                0.8572543250334869,
+                0.4626232154331089,
+                0.8399894436428749,
+                1.0,
+                1.0,
+                1.0,
+                0.9949165069017805,
+                0.9763809111647539,
+                0.9886383527662114,
+                1.0,
+                0.8853802248708618,
+                1.9911349325902201,
+                1.0,
+                1.4095057857234612,
+                0.8944357999064094,
+                0.8545082434186259,
+                0.8796291945635648,
+                0.9389113833926183,
+                0.8861374760427413,
+                0.39441056751713705,
+                0.8648668783726172,
+                0.9862191391833568,
+                0.8481954658017612,
+                0.9206020572467216,
+                0.886517128434336,
+                1.0192902215038742,
+                0.956622629021229,
+                0.8523688961466389,
+                0.2992587051477164,
+                1.0,
+                0.8898404778961094,
+                1.0071877733497892,
+                0.950155747946548,
+                1.0050918229648342,
+                0.7815635141616576,
+                0.9972744785704897,
+                0.9594844360499902,
+                0.9255046483391078,
+                0.4876909595587591,
+                0.5036861467715275,
+                0.8566188861170654,
+                0.7638467720219689,
+                1.0032544884403838,
+                1.0560420525550518,
+                0.8986819691295396,
+                0.9372189161919664,
+                0.8101867430665612,
+                0.8950623205358443,
+                0.7725356624236849,
+                1.0,
+                0.872460731649835,
+                1.045597205130584,
+                0.881115812189619,
+                0.9553256168269835,
+                0.8848742890899297,
+                0.5907365616618244,
+                0.9525692591339604,
+                0.9761188977078773,
+                1.2163938242844157,
+                0.9319895550002153,
+                0.8335462617896103,
+                0.9176414735582966,
+                0.9775951517497435,
+                0.8425042883529639,
+                1.2598848541968266,
+                0.949252647471748,
+                0.838972165335258,
+                0.23456841787874302,
+                1.1642248030770597,
+                0.8628119131177865,
+                0.8751618803772816,
+                0.9228296916565395,
+                0.9809394578124714,
+                0.5915262659968897,
+                0.8563703331027254,
+                1.223677024967222,
+                0.9284798655045788,
+                1.2965375076317172,
+                1.0,
+                0.9389878405072626,
+                0.8540110671890598,
+                1.316521539927867,
+                1.4340416104694482,
+                0.8735072262525767,
+                0.676363014728904,
+                1.1134658692256694,
+                1.0134545560863548,
+                1.7552329970203224,
+                1.7155564074285294,
+                0.873049365917997,
+                1.030474558081803,
+                1.0170344415415917,
+                1.0766146909852692,
+                0.7111765255105056,
+                0.6923440560955865,
+                1.0058025631570486,
+                0.9240158601820535,
+                1.9435205267323648,
+                1.9899491083438348,
+                0.8387690283436754,
+                0.9708565551581373,
+                0.8493149601758292,
+                0.985055690803851,
+                0.8279931417986857,
+                0.9098729896957297,
+                0.9370725829078755,
+                0.8393620512490872,
+                0.28080206241297245,
+                1.0,
+                0.8220194136548338,
+                0.9761698379739507,
+                0.7917031329595748,
+                0.9270879739715543,
+                0.847139011361557,
+                1.0122054789755355,
+                0.9745187015121873,
+                0.8548335912371546,
+                0.16972156566241,
+                0.8245729285934237,
+                1.06901211839648,
+                0.8750748380574906,
+                1.0605384058291198,
+                0.814622435544981,
+                1.1662691506968674,
+                1.0027045465050628,
+                0.707221379699125,
+                1.0,
+                0.8738904193642293,
+                1.0307627522011051,
+                0.9112504790758761,
+                1.0340966211802813
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 262,
+    "out_features": 13,
+    "depth": 6,
+    "padding": 524,
+    "parameters": 1245042,
+    "cert_evals": {
+        "36": 0.550000011920929,
+        "72": 0.5384615659713745,
+        "108": 0.5153846144676208,
+        "255": 0.3346153795719147
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/arrhythmia/fold_1/result.json b/UCI_N6/ortho/runs/arrhythmia/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b77915dc7a3350cf9d0fbae24d14cbebd7cd8f0
--- /dev/null
+++ b/UCI_N6/ortho/runs/arrhythmia/fold_1/result.json
@@ -0,0 +1,554 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.5789473684210527,
+    "test_acc": 0.6453900709219859,
+    "train_size": 113,
+    "val_size": 57,
+    "test_size": 282,
+    "stats": {
+        "mean": [
+            [
+                -0.08236052831858409,
+                0.04887446902654869,
+                0.0825547600000001,
+                0.07080902389380533,
+                0.06969351327433632,
+                -0.02017880672566372,
+                0.0033134920353982203,
+                -0.0904622607964602,
+                0.0008566455575221136,
+                0.05502761778761062,
+                0.0029605046017698983,
+                0.16618478141592918,
+                0.10348846991150445,
+                -0.12880789292035386,
+                0.001393306194690269,
+                -0.009972053097345045,
+                -0.13480514867256632,
+                0.15853807787610613,
+                -0.022554120353982243,
+                -0.17088875221238942,
+                -0.04703600000000003,
+                -0.02112876106194702,
+                0.14790371681415893,
+                0.0665928778761063,
+                0.0665928778761063,
+                0.09438671238938028,
+                -0.033913831858407135,
+                -0.05746374070796462,
+                0.020589044247787618,
+                -0.08296883185840712,
+                -0.016433217699115002,
+                -0.02482472566371683,
+                -0.13408300000000029,
+                -0.0661125929203539,
+                0.14110856637168206,
+                0.19977865575221251,
+                0.06659287787610634,
+                0.16107630088495584,
+                -0.04968823575221234,
+                0.16085886725663703,
+                -0.040819525663716834,
+                -0.04226484955752222,
+                0.03399069026548677,
+                0.08868894690265484,
+                0.14110856637168143,
+                0.1435154159292037,
+                -0.04703600000000003,
+                -2.920353984457933e-07,
+                -0.02112876106194691,
+                0.1997786557522125,
+                -0.14194291681415921,
+                0.11196102831858407,
+                0.0592675752212388,
+                0.09347194690265491,
+                -0.04703600000000003,
+                0.13773737168141595,
+                -0.1056450000000003,
+                -0.06659289999999989,
+                0.0665928778761063,
+                -0.06659289999999989,
+                0.0665928778761063,
+                0.09438671238938029,
+                -0.09931298230088502,
+                -0.11574543716814155,
+                0.19007244637168158,
+                0.006741415929203616,
+                -0.17417296814159283,
+                -2.920353982846636e-07,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                0.027216715044247736,
+                0.14110856637168231,
+                -0.00288054867256639,
+                0.04904841858407081,
+                0.02098572858407086,
+                -0.1192364601769909,
+                -0.0031704955752213143,
+                0.01358514159292034,
+                -0.06659289999999989,
+                0.014341504424779012,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                0.07784732743362836,
+                0.10888657327433629,
+                -0.1186584123893806,
+                -0.02180679646017706,
+                -0.07482919999999994,
+                0.08863622212389385,
+                0.13608353008849555,
+                0.08948672566371674,
+                1.0619469028597977e-07,
+                -0.09438650000000005,
+                -0.02112876106194696,
+                0.09014838938053121,
+                -0.048498132743362864,
+                0.05329288938053096,
+                0.07878135752212394,
+                0.006330884955752202,
+                0.04712901946902665,
+                0.11292442477876118,
+                -0.09438650000000005,
+                0.09438671238938054,
+                -0.03861907964601756,
+                1.0619469029580476e-07,
+                -0.09438650000000005,
+                0.06704106194690229,
+                -0.07101396460177,
+                0.11338092035398238,
+                0.022629575221239016,
+                0.15994504424778788,
+                0.039176644247788044,
+                0.11334270796460184,
+                -0.100392831858407,
+                0.0665928778761063,
+                -0.08165009999999992,
+                1.0619469028597977e-07,
+                0.027216715044247736,
+                -0.0211287610619469,
+                0.007675044247787407,
+                0.017898353982300903,
+                0.022447520353982425,
+                -0.10415006194690236,
+                -0.06118739999999991,
+                -0.031867106194690256,
+                0.0665928778761063,
+                0.0386198407079645,
+                -0.06659289999999989,
+                0.06704106194690229,
+                0.03697516814159319,
+                -0.044993100884955714,
+                -0.005112693362831841,
+                -0.08742769999999993,
+                -0.04059785840707965,
+                0.027216715044247736,
+                0.1411085663716819,
+                0.13608353008849491,
+                0.03589945132743362,
+                -0.0453806460176991,
+                0.003572176991150533,
+                0.05211161769911493,
+                -0.012922732743362846,
+                0.1411085663716814,
+                -0.04703600000000003,
+                0.1997786557522125,
+                0.14790371681415954,
+                0.14316932831858414,
+                0.03571657522123903,
+                -0.10441322884955753,
+                -0.23222040176991168,
+                -0.03493910442477871,
+                0.05546864601769913,
+                0.12581869469026555,
+                -0.18030577079646018,
+                -0.07161228646017702,
+                -0.03718444513274338,
+                0.013523787610619589,
+                0.10059417451327425,
+                0.01624747876106193,
+                0.05021323893805318,
+                -0.05147623362831883,
+                0.1827229362831858,
+                0.0034618557522124397,
+                0.05241511327433623,
+                0.030558143362831823,
+                -0.19202160176991148,
+                0.11133997495575228,
+                0.12129543628318586,
+                0.060097776106194795,
+                0.11579815929203502,
+                -0.027196398230088462,
+                0.17599128230088495,
+                -0.1195051539823009,
+                0.18247482389380532,
+                0.06219380353982303,
+                -0.09025506017699113,
+                0.08350311504424779,
+                0.1271729522123894,
+                -0.0951591353982304,
+                0.10388311504424796,
+                0.04703600000000003,
+                -0.14397143362831855,
+                -0.056712807079646044,
+                0.11911974769911506,
+                0.07255731355752211,
+                0.17956833628318594,
+                0.03657456283185836,
+                -0.12767188938053103,
+                -0.21526490619469008,
+                0.019409734513274046,
+                -0.20038580796460184,
+                0.13453505858407078,
+                -0.20150050008849554,
+                -0.10956924336283183,
+                -0.1755137388495575,
+                0.07771356637168146,
+                0.1258815132743363,
+                0.05789021663716825,
+                0.059674265486725525,
+                0.04250356814159293,
+                0.18101372743362842,
+                -0.08988732212389382,
+                0.148077411681416,
+                0.041530495575221225,
+                -0.07796867964601775,
+                -0.08606286725663721,
+                0.216610610619469,
+                0.09511035132743359,
+                -0.05938040707964593,
+                0.0625599000000001,
+                -0.09312924070796465,
+                -0.07196051769911511,
+                0.13021555911504423,
+                0.10358608645132746,
+                -0.0039450442477876055,
+                0.015811640707964647,
+                0.042050546725663725,
+                -0.11399942584070796,
+                0.01275024778761036,
+                -0.012157897345132696,
+                -0.07146561415929208,
+                -0.03644905008849562,
+                -0.0460240963716814,
+                -0.04567296300884947,
+                -0.0159320159292035,
+                -0.020865886725663647,
+                0.006243656991150445,
+                -0.04104453495575228,
+                0.04250217699115046,
+                0.034307366371681414,
+                -0.11968876460176998,
+                -0.0937977030973451,
+                -0.007898124601769923,
+                -0.06254813724778759,
+                0.027666705132743385,
+                -0.0678103380530974,
+                0.0033648314159292177,
+                0.014861656991150381,
+                -0.08490639823008855,
+                0.06213639999999999,
+                0.10985744247787621,
+                -0.1141806185840708,
+                -0.0051085477876106,
+                -0.07652198922123891,
+                0.1186390026548673,
+                -0.006018964601769793,
+                -0.03378361716814159,
+                0.011641800000000063,
+                -0.06094139999999994,
+                0.1415026725663717,
+                -0.08340849911504429,
+                -0.021807159292035423,
+                -0.08355237141592924,
+                0.10080485079646004,
+                -0.0028213893805309528,
+                -0.039560768141592914,
+                -0.03811751592920355,
+                0.06180052389380527,
+                0.08721472743362838,
+                -0.045456217699115044,
+                -0.04452998026548677,
+                -0.08741183716814158
+            ]
+        ],
+        "std": [
+            [
+                1.0288523625377175,
+                0.9926765498781311,
+                1.5821926864265932,
+                1.2345480341843558,
+                1.0919259987637373,
+                0.8553411989728208,
+                0.9770372253740158,
+                1.0941619685910755,
+                0.9070109264400832,
+                1.1660151450666374,
+                0.82811358045681,
+                0.8585451804478106,
+                0.9271539318095082,
+                0.826139795075132,
+                0.9407871254954377,
+                1.1098127265333941,
+                0.9673996715099642,
+                1.0170784936919917,
+                0.7160692020317576,
+                0.8881539469849713,
+                1.0,
+                0.8944357999064094,
+                1.5353137244867066,
+                1.409505785723462,
+                1.4095057857234625,
+                1.4063287585864295,
+                0.8810006273224485,
+                0.9386543902953636,
+                0.9544080465249254,
+                0.605561339519823,
+                0.41738930632162535,
+                0.9435148318250272,
+                1.0,
+                0.7880462841530468,
+                1.9911349325902201,
+                1.9844233966366362,
+                1.4095057857234636,
+                1.494834216304884,
+                0.8945327921343991,
+                1.0465252306595956,
+                0.9657902518204129,
+                0.8818849232826983,
+                1.01289922968906,
+                0.9542609489006632,
+                1.9911349325902201,
+                1.303101066939662,
+                1.0,
+                0.9988936769842933,
+                0.8944357999064099,
+                1.9844233966366385,
+                0.9721978598866062,
+                0.9751070654641969,
+                1.053405494669145,
+                1.2277188687789828,
+                1.0,
+                0.9710532649972081,
+                1.0,
+                1.0,
+                1.4095057857234625,
+                1.0,
+                1.409505785723463,
+                1.4063287585864295,
+                0.9944538524514821,
+                1.0084398738408038,
+                1.096956593110858,
+                0.9848747659663566,
+                1.0176485758563296,
+                0.9988936769842915,
+                1.0,
+                1.0,
+                1.1521380745389784,
+                1.9911349325902201,
+                0.8886796764360778,
+                1.0626176220464763,
+                0.9820129092696263,
+                0.48071756015968203,
+                0.8052609158630751,
+                0.9014845427415126,
+                1.0,
+                1.0421263616247836,
+                1.0,
+                1.0,
+                1.0,
+                1.0603166366167238,
+                1.3948018100222412,
+                1.0002378777841179,
+                1.0521891063258038,
+                1.0,
+                1.170667828978199,
+                1.6220790112596297,
+                1.3004892166096398,
+                0.9988939483461562,
+                1.0,
+                0.8944357999064098,
+                1.2549059943840741,
+                0.9010506624821365,
+                1.2640911636544077,
+                0.947031285603356,
+                0.991260918816901,
+                1.3300447893255651,
+                1.1497030038124454,
+                1.0,
+                1.4063287585864277,
+                0.8174198991670485,
+                0.9988939483461566,
+                1.0,
+                1.217866674742133,
+                0.8282680988206665,
+                1.073085103116072,
+                0.9693454139903576,
+                1.7234040703162494,
+                1.1056144342459158,
+                1.074119172644369,
+                0.6071170412907283,
+                1.409505785723462,
+                1.0,
+                0.9988939483461562,
+                1.1521380745389787,
+                0.8944357999064119,
+                1.058370875443875,
+                1.0846522644237848,
+                1.0598613115637294,
+                0.5613288969768316,
+                1.0,
+                1.077530223972941,
+                1.4095057857234625,
+                1.15083399388167,
+                1.0,
+                1.2178666747421318,
+                1.0966395583377115,
+                1.0389053330759344,
+                1.0429545495698374,
+                1.0,
+                1.0244696199828591,
+                1.152138074538978,
+                1.9911349325902201,
+                1.6220790112596353,
+                1.1329428844818097,
+                1.0304640926757396,
+                1.0027828154445004,
+                1.4038062005460157,
+                1.0648539403871593,
+                1.9911349325902201,
+                1.0,
+                1.9844233966366391,
+                1.5353137244867094,
+                0.6866407429573802,
+                0.9470876233472572,
+                0.8928451459276403,
+                1.3503062413436946,
+                0.39441056751713693,
+                1.0739060999830787,
+                0.8074286630470415,
+                0.8622816943277237,
+                0.9235511168325403,
+                0.8884646840941383,
+                0.9253177369109523,
+                1.0067482855890655,
+                0.8717444615689396,
+                1.7004798113300974,
+                1.2451967529281143,
+                1.0189016467998342,
+                0.9159576992318523,
+                0.9716842292520014,
+                0.8537203439878127,
+                0.6934639134127168,
+                0.6814900866218891,
+                1.08628728041417,
+                0.8695100152450093,
+                1.7244969164094923,
+                0.9957413253735008,
+                0.886998298843266,
+                1.0086098935045376,
+                0.9474117590718318,
+                0.9527864599550645,
+                0.8622024829086022,
+                0.928715896349544,
+                1.165972778898159,
+                1.1444020655792773,
+                1.249832703644339,
+                1.0,
+                1.04414181114218,
+                0.7888691092407913,
+                0.8896110919230731,
+                0.8385172959457787,
+                0.6963004767756463,
+                1.0524770129026086,
+                0.8728215158868736,
+                1.2422671085343606,
+                1.0395955941659785,
+                0.9729248895409327,
+                0.942112878700215,
+                0.9029124312015971,
+                0.9945356002953412,
+                0.9067257721352653,
+                0.6559269963983796,
+                1.0530222495928638,
+                0.7742650861348659,
+                1.7415209866320729,
+                0.31751695199855035,
+                0.9401556411866103,
+                0.9925662855482592,
+                0.9703437391049544,
+                0.9315271035229352,
+                0.76726349356305,
+                1.113451820498087,
+                1.5950728246019172,
+                0.9108834606609704,
+                0.6187680270209445,
+                1.0,
+                1.026218169309107,
+                0.9226908311101232,
+                1.3695879042350074,
+                1.390915117042367,
+                0.9165066682832561,
+                1.0788295714407763,
+                0.8648263176100378,
+                0.9635758583333331,
+                0.8878642706591297,
+                0.9006687498171835,
+                0.8634669309414519,
+                1.0263681887473621,
+                1.1035216758671196,
+                0.9668823371087334,
+                0.9093839574625667,
+                1.2537251227686863,
+                0.925393016008483,
+                0.9198488449490679,
+                0.9988290268424753,
+                0.1771101235529094,
+                1.05614751420039,
+                0.9497863099739803,
+                1.0994839009481026,
+                0.92792429034674,
+                0.9973731985207415,
+                1.4008749618490997,
+                0.9833759189369512,
+                0.7900467121392818,
+                0.5512800744398914,
+                1.0,
+                1.160435495736531,
+                0.840523823247663,
+                1.0569742675732663,
+                0.8576934466322704,
+                0.9349861286126709,
+                0.8587290535040432,
+                0.9574488028099564,
+                0.8825111948837125,
+                1.0,
+                0.9946462418130932,
+                0.8401625258336195,
+                1.0609041780534152,
+                0.8625411201961046,
+                0.8578849236354916,
+                0.9245113485505083,
+                0.9397104471617286,
+                0.949988633400937,
+                1.4949439323664353,
+                1.0752730715733643,
+                0.854508526946672,
+                1.0304209489391347,
+                0.9286338973772724
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 262,
+    "out_features": 13,
+    "depth": 6,
+    "padding": 524,
+    "parameters": 1245042,
+    "cert_evals": {
+        "36": 0.6063829660415649,
+        "72": 0.567375898361206,
+        "108": 0.5035460591316223,
+        "255": 0.21631205081939697
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/arrhythmia/fold_2/result.json b/UCI_N6/ortho/runs/arrhythmia/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..566273bf95f2ae2c9740ed1e5c107365ac74e8c7
--- /dev/null
+++ b/UCI_N6/ortho/runs/arrhythmia/fold_2/result.json
@@ -0,0 +1,554 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.6153846153846154,
+    "test_acc": 0.6824817518248175,
+    "train_size": 113,
+    "val_size": 65,
+    "test_size": 274,
+    "stats": {
+        "mean": [
+            [
+                0.003089986725663709,
+                -0.004440814159291977,
+                0.06255539469026555,
+                0.0030673203539822954,
+                0.001728016814159293,
+                0.11026861433628313,
+                0.017892446017699123,
+                -0.06960080176991157,
+                0.039233834283185866,
+                0.15144875398230093,
+                0.006497817787610628,
+                -0.01399969203539821,
+                0.12535314601769912,
+                0.032636741592920446,
+                -0.04566848761061949,
+                -0.12298024778761062,
+                -0.000969959292035392,
+                0.11890371504424775,
+                -0.09021629999999985,
+                -0.11451322123893802,
+                -0.04703600000000003,
+                0.06338747787610569,
+                -0.1056450000000003,
+                -0.06659289999999989,
+                0.0665928778761063,
+                -0.09438650000000005,
+                -0.04968765486725668,
+                0.10877121769911505,
+                -0.018068128318584065,
+                -0.08296883185840709,
+                -0.05587280000000011,
+                -0.06895776106194693,
+                -2.920353983278935e-07,
+                -0.013222389380530894,
+                -0.04703600000000003,
+                0.06659287787610632,
+                -0.06659289999999989,
+                -0.1252820000000002,
+                0.010099320973451271,
+                0.07353538053097344,
+                -0.007326469911504469,
+                -0.07684545132743385,
+                -0.0339906548672566,
+                0.05784047787610613,
+                0.14110856637168143,
+                3.805309734868323e-07,
+                -0.04703600000000003,
+                -0.06704164601769919,
+                -0.02112876106194691,
+                -0.06659289999999989,
+                0.15620863893805323,
+                -0.03053643008849556,
+                -0.18165605309734498,
+                -0.11233752212389378,
+                -0.04703600000000003,
+                -0.016779973451327427,
+                -0.021128761061946985,
+                -0.06659289999999989,
+                0.0665928778761063,
+                -0.06659289999999989,
+                -0.06659289999999989,
+                -0.09438650000000005,
+                -0.00463133628318579,
+                -0.07507774690265485,
+                -0.0007694676106195044,
+                -0.08089127433628311,
+                -0.10792991415929203,
+                -2.9203539847723323e-07,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                0.027216715044247893,
+                -0.04703600000000003,
+                -0.02592799999999999,
+                0.08057962389380531,
+                0.024038425752212503,
+                -0.16465999999999992,
+                -0.07926050000000014,
+                -0.09237758407079648,
+                -0.06659289999999989,
+                -0.043025663716814114,
+                0.14110856637168245,
+                0.1411085663716826,
+                -0.04703600000000003,
+                -0.023750336283185847,
+                0.03126479168141594,
+                0.008899934513274312,
+                -0.02743449557522126,
+                0.06331698053097352,
+                0.05539779646017699,
+                0.027216715044247736,
+                0.017897150442477798,
+                1.0619469029187476e-07,
+                1.061946903233147e-07,
+                -0.02112876106194691,
+                -0.1502479999999999,
+                -0.016447008849557545,
+                -0.0054378495575221125,
+                0.07474130442477876,
+                -0.07807693805309734,
+                -0.07854839999999999,
+                -0.008790955752212368,
+                1.0619469031152472e-07,
+                1.0619469029973474e-07,
+                0.038619840707964564,
+                1.061946903233147e-07,
+                1.0619469035868464e-07,
+                -2.920353983829134e-07,
+                -0.06884565486725683,
+                -0.043006230088495565,
+                0.13900964601769922,
+                -0.06902842477876096,
+                -0.06529410000000001,
+                -0.07149334513274326,
+                -0.043025663716814044,
+                -0.06659289999999989,
+                0.02721671504424799,
+                1.0619469029187476e-07,
+                -0.08165009999999992,
+                -0.1056450000000003,
+                -0.0844234336283186,
+                0.045172380530973465,
+                0.08091592477876108,
+                -0.08034439823008824,
+                -0.06118739999999991,
+                0.009105318584070807,
+                0.0665928778761063,
+                0.03861984070796471,
+                -0.06659289999999989,
+                -2.920353983475435e-07,
+                -0.01561157522123892,
+                0.034667146902654884,
+                0.04805644646017698,
+                0.07649909380531038,
+                0.0778107902654868,
+                -0.08165009999999992,
+                -0.04703600000000003,
+                0.027216715044247736,
+                0.003988389380530976,
+                0.07484829203539822,
+                0.06071553097345137,
+                0.014212502654867237,
+                0.06978295752212389,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                -0.06659289999999989,
+                -0.1056450000000003,
+                -0.05670110707964598,
+                0.09375696460176995,
+                -0.16628776973451334,
+                -0.004178826548672555,
+                -0.07220739999999994,
+                -0.06694404424778763,
+                -0.06819787345132745,
+                -0.049705195575221274,
+                -0.11667001238938055,
+                -0.12676487345132748,
+                0.06602797345132745,
+                0.0027255099115044237,
+                0.08367987168141594,
+                -0.07531826548672561,
+                0.06618380000000008,
+                -0.05077870088495575,
+                -0.03939802035398229,
+                0.0725209725663717,
+                0.018818907079646008,
+                -0.0012129309734513318,
+                0.08232463584070795,
+                0.06279675221238941,
+                0.05451436991150446,
+                -0.09364632743362859,
+                -0.013597840707964663,
+                -0.02791582300884959,
+                0.02277181946902653,
+                0.09624579256637165,
+                0.10685669557522126,
+                0.05720445840707966,
+                -0.11690305221238939,
+                -0.07600262831858408,
+                0.20486032743362856,
+                -0.11598514159292016,
+                0.04703600000000003,
+                0.12372530088495573,
+                0.07733639557522128,
+                0.009731815840707961,
+                0.06515634630088495,
+                -0.004099914159292028,
+                -0.062444362831858426,
+                -0.14432490088495575,
+                0.010303688495575204,
+                -0.03996258407079658,
+                -0.01723771946902648,
+                -0.03748595911504427,
+                -0.09338390796460176,
+                -0.12455748761061945,
+                -0.07069998663716814,
+                0.09306433097345132,
+                0.05574491150442479,
+                0.05271592371681417,
+                -0.10488400000000016,
+                0.0725061,
+                -0.06092212743362833,
+                -0.021001579646017662,
+                0.08582514876106195,
+                0.05783091212389381,
+                0.07796875840707959,
+                -0.0484065486725664,
+                -0.06359218141592915,
+                0.12465353274336273,
+                -0.03740971681415926,
+                -0.006256027433628239,
+                0.02847770973451326,
+                0.03523589380530972,
+                -0.007258076106194675,
+                0.029468245840707955,
+                0.07720809823008848,
+                -0.029801646017699017,
+                -0.07590199938053097,
+                -0.0023667877876106243,
+                -0.06193052212389384,
+                0.0729473,
+                -0.08944441592920359,
+                -0.008905622654867247,
+                -0.09599750318584069,
+                -0.11731536725663715,
+                0.03799221946902657,
+                0.04264000707964609,
+                -0.05476776486725663,
+                -0.08099349336283189,
+                -0.06403644955752204,
+                0.0510427,
+                -0.1728837920353984,
+                0.04379192212389381,
+                -0.08503633221238939,
+                -0.04843164778761059,
+                -0.013288855929203541,
+                0.05900416725663712,
+                0.01502987168141596,
+                -0.028499033982300897,
+                -0.06898648672566376,
+                0.06213639999999999,
+                -0.020727761061946872,
+                0.056635334513274314,
+                -0.009026141592920364,
+                0.03156841769911506,
+                -0.12126076106194686,
+                0.06353122123893817,
+                0.031937667522123854,
+                0.029336698938053133,
+                0.12508993982300817,
+                -0.07582650442477877,
+                0.006734969026548675,
+                0.06509837044247789,
+                0.03657155663716816,
+                -0.13086254787610632,
+                -0.01249529203539823,
+                0.041217141592920364,
+                0.050712616814159305,
+                0.008828665486725618,
+                -0.04774530973451326,
+                -0.06531424955752214,
+                0.08627439557522125,
+                0.019008834867256633
+            ]
+        ],
+        "std": [
+            [
+                0.9244692810470073,
+                0.9993356910018533,
+                1.1547522998507793,
+                0.9432810092169331,
+                1.03584004279498,
+                0.8753158130277445,
+                1.0465755215467378,
+                0.9102607240673849,
+                1.023778543447583,
+                0.9297280045159075,
+                1.0069835198754635,
+                0.9525566546794436,
+                0.9399759480360307,
+                0.9978150756585966,
+                0.9862811329995884,
+                0.9613244275752023,
+                1.111865207612389,
+                0.9715796850385696,
+                1.0,
+                1.0813226579822182,
+                1.0,
+                1.2592635987036094,
+                1.0,
+                1.0,
+                1.4095057857234625,
+                1.0,
+                1.010538238524329,
+                1.0722512669094082,
+                1.0593646908068974,
+                0.605561339519823,
+                1.0,
+                0.9556792785074675,
+                0.9988936769842924,
+                0.9607982608538026,
+                1.0,
+                1.4095057857234632,
+                1.0,
+                1.0,
+                0.972373648410722,
+                1.0584533172538098,
+                1.0284056325027326,
+                0.8751294762374062,
+                0.7194469320515607,
+                0.9753483226530357,
+                1.9911349325902201,
+                0.99889397212978,
+                1.0,
+                0.7094990007768706,
+                0.8944357999064104,
+                1.0,
+                0.9004941973725803,
+                1.0121581074927941,
+                0.761525664661198,
+                0.6638398438080123,
+                1.0,
+                1.0084273596642825,
+                0.8944357999064123,
+                1.0,
+                1.4095057857234632,
+                1.0,
+                1.0,
+                1.0,
+                1.0674172345021198,
+                1.0415595393603108,
+                0.9952640371583976,
+                0.7847375185646767,
+                1.0253922671299165,
+                0.9988936769842935,
+                1.0,
+                1.0,
+                1.1521380745389769,
+                1.0,
+                0.9380600926852771,
+                0.9688329579782285,
+                1.0699750013871834,
+                1.0,
+                1.0,
+                0.9022130416875166,
+                1.0,
+                0.8547515543653855,
+                1.9911349325902201,
+                1.9911349325902201,
+                1.0,
+                0.9833161542151768,
+                0.9113836368578456,
+                1.0154070458101938,
+                0.8175726795277899,
+                1.0291658658053822,
+                1.0023879541161114,
+                1.1521380745389784,
+                1.0666606471785436,
+                0.9988939483461562,
+                0.9988939483461564,
+                0.8944357999064111,
+                1.0,
+                1.0194849042181624,
+                0.9377289254070391,
+                0.9868393622488469,
+                0.7115324821514019,
+                1.0,
+                0.9291878599599749,
+                0.9988939483461571,
+                0.9988939483461564,
+                1.150833993881672,
+                0.9988939483461564,
+                0.9988939483461563,
+                0.9988936769842928,
+                0.8446756150368765,
+                0.8840822390425243,
+                0.879273891482901,
+                0.356357040154056,
+                1.0,
+                0.8575361470050674,
+                0.8547515543653872,
+                1.0,
+                1.1521380745389762,
+                0.9988939483461562,
+                1.0,
+                1.0,
+                0.7707096318942795,
+                0.9479029615796615,
+                0.8861435214681488,
+                0.709392406059319,
+                1.0,
+                0.9648083778490988,
+                1.4095057857234619,
+                1.1508339938816696,
+                1.0,
+                0.9988936769842918,
+                0.8265732991714976,
+                1.0190844405952648,
+                0.9459831021380053,
+                1.7348381185160544,
+                1.1517740759366022,
+                1.0,
+                1.0,
+                1.152138074538978,
+                0.912843060712004,
+                1.1388119070973806,
+                0.9915799039109703,
+                1.002719667279991,
+                1.085125621845705,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.5001714286910226,
+                0.9966194693620798,
+                0.9443805992812078,
+                0.8655175815339226,
+                1.0,
+                0.7897012658620092,
+                1.1164175335449071,
+                1.264530190302258,
+                0.8921583865445091,
+                1.0648052330194941,
+                0.8695758038727032,
+                0.8660581580725691,
+                0.8367831000825393,
+                0.37197924168302665,
+                1.0,
+                0.9262178979224102,
+                0.9242646117464632,
+                0.973591105652927,
+                0.9951600891998066,
+                1.1111862475284577,
+                0.6670563380647561,
+                0.9442962334551489,
+                0.990332316811185,
+                0.480719441273429,
+                1.223234975369157,
+                0.940394811395897,
+                0.9089632031900003,
+                1.0458338698053655,
+                0.9721165818563446,
+                1.374767108546496,
+                0.8594004341053223,
+                0.7653673558229712,
+                0.6670525311692612,
+                0.645642563256581,
+                1.0,
+                0.891254315503885,
+                1.0775980834755503,
+                1.007431548670928,
+                0.9530753484316439,
+                1.4811962251096449,
+                1.2176806384389702,
+                0.9602107117788192,
+                0.8795846242039457,
+                1.1116750216535782,
+                0.9501349187678776,
+                1.0821885258200035,
+                1.1407026156836266,
+                0.9231893015164008,
+                0.8990327480493145,
+                0.6422405879838027,
+                0.9092214790537131,
+                0.9351958368508632,
+                1.0,
+                1.0,
+                0.9288775753611616,
+                0.8531876075690629,
+                1.034017858801366,
+                1.0285706599327553,
+                1.5382840820664052,
+                1.0793433921827003,
+                0.7014984131399681,
+                0.9478974831267535,
+                0.8121083950620509,
+                0.5317226069000799,
+                0.877495299738119,
+                1.105656776922663,
+                0.9679617815757274,
+                0.7155463726091819,
+                1.108302722756925,
+                1.0944778308312668,
+                0.7749616919771513,
+                0.8850563716056123,
+                0.5693811287198752,
+                1.0,
+                0.9220528856937216,
+                0.8553127512283658,
+                0.9975197765961968,
+                0.8796722204092665,
+                1.1740947078133768,
+                0.9516756586234943,
+                0.9063555755946218,
+                0.9537956983823893,
+                0.21590336552059824,
+                1.0,
+                1.1291952185180558,
+                1.0007499385498189,
+                1.0111383561599954,
+                0.9704983147288865,
+                1.1385710361021162,
+                0.7564588026775311,
+                1.0046465692486821,
+                0.9312841189336238,
+                0.6375502285227569,
+                1.0,
+                0.829387189699574,
+                1.0544363475675953,
+                0.9771879250820691,
+                1.0137760206245479,
+                1.0423498864484522,
+                0.43681029699877133,
+                0.8991224001063718,
+                0.8257144621838688,
+                1.968770644943309,
+                0.8856828178067617,
+                1.0398871114616712,
+                0.8345338516516961,
+                0.9722595951185294,
+                1.285772740124495,
+                0.8915167876690523,
+                0.8875667705363124,
+                0.6453390579256484,
+                0.9343424770462008,
+                0.8887305596443167,
+                1.0443061214405034,
+                1.027608228431771,
+                0.9189390661089004
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 262,
+    "out_features": 13,
+    "depth": 6,
+    "padding": 524,
+    "parameters": 1245042,
+    "cert_evals": {
+        "36": 0.6313868761062622,
+        "72": 0.5839415788650513,
+        "108": 0.5,
+        "255": 0.21897810697555542
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/arrhythmia/fold_3/result.json b/UCI_N6/ortho/runs/arrhythmia/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..56b6d03b099936a0c2168356666586d879d66e5a
--- /dev/null
+++ b/UCI_N6/ortho/runs/arrhythmia/fold_3/result.json
@@ -0,0 +1,554 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.6716417910447762,
+    "test_acc": 0.6507352941176471,
+    "train_size": 113,
+    "val_size": 67,
+    "test_size": 272,
+    "stats": {
+        "mean": [
+            [
+                0.04070993805309734,
+                0.11996151327433617,
+                -0.07505505699115043,
+                -0.053473368141592904,
+                -0.0023036168141593112,
+                -0.04386066761061949,
+                0.1000648973451327,
+                0.21898467610619468,
+                0.0844638663362832,
+                -0.21027526176991146,
+                0.08278053309734511,
+                0.02691175840707965,
+                -0.10311968407079651,
+                -0.019989650442477833,
+                -0.029568291150442447,
+                0.06979861946902657,
+                -0.09989179115044242,
+                -0.0017227557522123856,
+                -2.2654867243656462e-07,
+                0.06518417699115044,
+                -0.04703600000000003,
+                -0.1056450000000003,
+                -0.1056450000000003,
+                0.19977865575221251,
+                0.0665928778761063,
+                0.09438671238938035,
+                -0.10331811504424784,
+                -0.11287559292035391,
+                0.1063068938053097,
+                0.04291548672566383,
+                -0.05587280000000011,
+                -0.032180318584070916,
+                0.06704106194690261,
+                -0.1718930000000004,
+                -0.04703600000000003,
+                0.0665928778761063,
+                -0.06659289999999989,
+                0.08948672566371665,
+                -0.025450121504424723,
+                -0.17311484513274336,
+                0.07640526460176993,
+                0.11526853982300869,
+                0.1133023008849558,
+                -0.07326554867256642,
+                -0.04703600000000003,
+                0.047838725663716816,
+                -0.04703600000000003,
+                0.06704106194690251,
+                -0.02112876106194691,
+                -0.06659289999999989,
+                -0.013552253982300916,
+                -0.020357922123893812,
+                -0.027464973451327517,
+                -0.006002522123893788,
+                -0.04703600000000003,
+                -0.04337743362831858,
+                0.14790371681415934,
+                0.0665928778761063,
+                -0.06659289999999989,
+                0.06659287787610634,
+                -0.06659289999999989,
+                1.0619469029580476e-07,
+                0.044767823008849614,
+                0.08289923362831852,
+                -0.12235442831858409,
+                -0.11459614159292028,
+                0.14790476371681416,
+                -2.9203539830824354e-07,
+                -0.04703600000000003,
+                0.14110856637168223,
+                0.027216715044247736,
+                -0.04703600000000003,
+                -0.055889752212389385,
+                -0.12962760265486717,
+                0.10187851619469035,
+                -0.01324823008849549,
+                0.022193132743362702,
+                -0.07879260176991155,
+                0.0665928778761063,
+                0.12907584070796485,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                -0.002639044247787606,
+                0.054982569292035384,
+                0.05932991150442477,
+                -0.06964141592920373,
+                -0.07482919999999994,
+                -0.033238396460177,
+                0.13608353008849555,
+                0.0894867256637167,
+                -0.09438650000000005,
+                -0.09438650000000005,
+                -0.1056450000000003,
+                0.030049292035398203,
+                0.0004219557522123656,
+                0.04024157522123887,
+                0.01212035575221241,
+                -0.06541580530973452,
+                -0.07854839999999999,
+                0.02907596460176992,
+                -0.09438650000000005,
+                0.09438671238938048,
+                -0.03861907964601766,
+                1.0619469030366473e-07,
+                1.0619469029580476e-07,
+                -0.0670416460176993,
+                -0.04499362831858416,
+                0.0430065663716814,
+                0.05495734513274337,
+                0.025254761061947018,
+                -0.06529410000000001,
+                0.06800543362831867,
+                -0.15775999999999976,
+                0.0665928778761063,
+                -0.08165009999999992,
+                1.0619469029580476e-07,
+                -0.08165009999999992,
+                -0.021128761061946954,
+                0.0199548849557522,
+                -0.04005870796460183,
+                0.07256339026548671,
+                0.0029753097345135682,
+                0.008741072566371728,
+                -0.12291731858407075,
+                0.0665928778761063,
+                -0.03861907964601771,
+                0.0665928778761063,
+                -2.9203539835933345e-07,
+                -0.15365226548672545,
+                -0.02139016460176988,
+                0.03374174115044254,
+                -0.03278541946902662,
+                -0.16577226814159277,
+                0.027216715044247785,
+                0.14110856637168206,
+                -0.08165009999999992,
+                -0.17471278761061948,
+                -0.05009553982300891,
+                0.10357247787610621,
+                0.01421250265486715,
+                -0.16799606460176988,
+                0.1411085663716814,
+                -0.04703600000000003,
+                0.1997786557522125,
+                -0.02112876106194691,
+                0.10064383539823014,
+                -0.09822227433628321,
+                0.010812114336283181,
+                -0.0005969424778760985,
+                -0.034939104424778704,
+                -0.021039132743362887,
+                0.1549942769911504,
+                -0.05473569823008849,
+                0.09371048247787614,
+                0.1284547699115043,
+                0.08193819469026561,
+                -0.1894623433628318,
+                -0.03994628938053097,
+                0.005021592920354035,
+                0.06618380000000008,
+                0.046780255752212445,
+                0.12412912743362833,
+                -0.15687404504424782,
+                -0.04040450761061948,
+                0.01819149026548674,
+                0.047322232477876085,
+                -0.1316860601769911,
+                -0.08258592566371675,
+                0.05638880530973452,
+                -0.10198681415929205,
+                0.1290602176991152,
+                -0.03669845398230087,
+                -0.10499076469026546,
+                -0.12757559911504432,
+                -0.06652606637168137,
+                0.05155422566371681,
+                0.031605256637168136,
+                0.0629123805309736,
+                0.023197380530973564,
+                0.04703600000000003,
+                -0.03599286283185842,
+                -0.1574473318584071,
+                0.10887992823008849,
+                -0.053605181415929175,
+                -0.012299078761061958,
+                -0.05887616991150452,
+                0.07308711769911504,
+                0.09051549646017694,
+                -0.10846913274336303,
+                -0.15513741725663718,
+                0.12073644318584073,
+                0.05041307504424779,
+                0.1529646697345132,
+                0.0776218637168141,
+                0.057565741592920404,
+                -0.17276489823008853,
+                -0.014984845840707986,
+                -0.04701723008849572,
+                -0.03750280353982299,
+                0.06355189203539817,
+                0.06636549999999998,
+                -0.1410115592035399,
+                -0.08766313362831851,
+                -0.09892783274336285,
+                -0.013420267079645989,
+                0.09777304070796461,
+                0.07535415840707965,
+                -0.10688448672566354,
+                0.0625599000000001,
+                -0.011544922123893811,
+                -0.09627820707964604,
+                0.08584640530973452,
+                0.007022314424778771,
+                -0.05128431504424778,
+                -0.06365885663716808,
+                0.02538907345132746,
+                0.071253879380531,
+                -0.032786734513274456,
+                0.0729473,
+                0.04719471592920353,
+                0.014598110265486715,
+                0.026159213575221246,
+                0.059101831504424836,
+                -0.07843545663716811,
+                0.0003891433628318023,
+                0.014624393274336253,
+                0.03384382522123893,
+                -0.07310352920353969,
+                0.0510427,
+                0.14306325132743355,
+                -0.011243908849557487,
+                0.02559352380530976,
+                0.03617407230973455,
+                -0.012417333274336301,
+                -0.10102372743362834,
+                -0.09638603628318594,
+                0.02360371292035396,
+                -0.0742930973451328,
+                -0.014339143362831862,
+                0.03523714159292039,
+                0.03915302300884953,
+                -0.08945827723893807,
+                -0.02228378656637163,
+                0.10421852477876106,
+                0.0697730088495576,
+                -0.12811908238938052,
+                -0.10229047238938055,
+                -0.048111653097345074,
+                0.041196920353982314,
+                0.10879424867256633,
+                -0.10693692778761064,
+                0.02704163566371678,
+                0.12719723849557518,
+                0.1358370884955751,
+                -0.11345866194690264,
+                -0.11236356814159291,
+                0.008828665486725625,
+                0.04901849557522122,
+                0.10906433185840712,
+                -0.12028646725663718,
+                0.005514894867256633
+            ]
+        ],
+        "std": [
+            [
+                1.0502669179700934,
+                0.9792224218294541,
+                0.24305352147883325,
+                1.043042266446498,
+                1.0744571502175468,
+                0.9508826739984755,
+                0.9451555552883207,
+                1.1810283789026603,
+                1.0064552702700122,
+                1.1190882010665817,
+                0.9034793296608571,
+                1.1336521923679663,
+                0.9786491101919341,
+                0.9206985848676537,
+                0.8610889538505271,
+                0.9619675032812017,
+                0.9308084274399617,
+                0.9863758024756076,
+                0.9547571784517959,
+                0.9496800506935921,
+                1.0,
+                1.0,
+                1.0,
+                1.9844233966366367,
+                1.4095057857234627,
+                1.40632875858643,
+                0.892002130496044,
+                1.0129634785032875,
+                0.978487303853688,
+                1.1394715296586964,
+                1.0,
+                1.0267988761241287,
+                1.217866674742132,
+                1.0,
+                1.0,
+                1.4095057857234627,
+                1.0,
+                1.30048921660964,
+                1.101075351501756,
+                0.9423320679555461,
+                0.9745566669040967,
+                1.0784150005489006,
+                1.3072548131334407,
+                1.020520797792866,
+                1.0,
+                1.1116626840554256,
+                1.0,
+                1.2178666747421323,
+                0.8944357999064103,
+                1.0,
+                0.9763859814864452,
+                0.9882312110151381,
+                0.9941548135105892,
+                1.0805382570058093,
+                1.0,
+                0.9455390825539804,
+                1.5353137244867092,
+                1.4095057857234619,
+                1.0,
+                1.4095057857234636,
+                1.0,
+                0.9988939483461567,
+                0.9028116049768871,
+                1.0263167291591377,
+                0.9964436627027657,
+                0.4280387316306564,
+                1.0514551909197751,
+                0.9988936769842915,
+                1.0,
+                1.9911349325902201,
+                1.152138074538978,
+                1.0,
+                0.9644113662850948,
+                0.9806946309645141,
+                0.9930268680075975,
+                0.8905664891946655,
+                1.0736843273720693,
+                1.0058668086951204,
+                1.409505785723462,
+                1.3330925209888196,
+                1.0,
+                1.0,
+                1.0,
+                1.0450036005861865,
+                1.3244456183776097,
+                0.932189980942975,
+                0.9625014477361986,
+                1.0,
+                1.0074707737922228,
+                1.62207901125963,
+                1.3004892166096393,
+                1.0,
+                1.0,
+                1.0,
+                1.0917543201475843,
+                1.0127130749629136,
+                1.2877909824303606,
+                0.9604994075919616,
+                0.8657450013263874,
+                1.0,
+                1.0599660091906427,
+                1.0,
+                1.4063287585864277,
+                0.8174198991670479,
+                0.9988939483461567,
+                0.9988939483461567,
+                0.7094990007768708,
+                0.8740833234525124,
+                1.010657132912493,
+                0.9328151962443406,
+                1.3541564903516528,
+                1.0,
+                1.0437864539647888,
+                1.0,
+                1.409505785723462,
+                1.0,
+                0.9988939483461567,
+                1.0,
+                0.8944357999064098,
+                1.2065791134004533,
+                1.0500123468485083,
+                0.9959504427215604,
+                1.0958354145667224,
+                0.7400533918928887,
+                0.9943642075886404,
+                1.4095057857234627,
+                0.8174198991670482,
+                1.4095057857234627,
+                0.9988936769842922,
+                0.9193790839730072,
+                1.0436031910295362,
+                0.9868834993023391,
+                0.5782795414175284,
+                0.9541173647907301,
+                1.1521380745389775,
+                1.9911349325902201,
+                1.0,
+                0.9325216486314452,
+                1.0303184562115624,
+                0.9698188611354921,
+                1.0027196672799903,
+                1.0327882823860284,
+                1.9911349325902201,
+                1.0,
+                1.9844233966366391,
+                0.8944357999064109,
+                0.7112349595162911,
+                1.0528496975740775,
+                0.9693293962135208,
+                1.098217436491506,
+                0.39441056751713705,
+                1.131185111941341,
+                0.8933013668038887,
+                0.8692841653701331,
+                0.9535583303775852,
+                0.9578421783922644,
+                0.9351032690489206,
+                0.9587912379925385,
+                0.8874155629442673,
+                0.7402206710271984,
+                1.0,
+                1.0688089329251667,
+                0.997681462694144,
+                0.9866601266296527,
+                0.9496581319654654,
+                0.9257831061652533,
+                0.9073562336120353,
+                0.9768579353882867,
+                0.9602672008044747,
+                0.7793988687883875,
+                1.2643817992013762,
+                0.8858997832358527,
+                1.0783739453909889,
+                0.9243425987503827,
+                0.9894525958813807,
+                0.8138319611992417,
+                0.9527697944043735,
+                1.1413505837251008,
+                0.8792523651290115,
+                1.0992317647014969,
+                1.0,
+                1.065433498566479,
+                0.9150528093441637,
+                1.0062463574228966,
+                1.011250604668206,
+                0.7913263564369651,
+                0.9735543146496928,
+                0.9610800849612564,
+                0.9880567372837797,
+                0.3866698577857632,
+                0.9853949011817834,
+                0.990227174214131,
+                0.8869793376043191,
+                1.0049463863071384,
+                0.9992217219580515,
+                0.9135057665522096,
+                0.9794517412025064,
+                0.8334338014885702,
+                0.37518500497353446,
+                1.1642248030770597,
+                0.9506854878365382,
+                1.1083600583283926,
+                0.9361744720072924,
+                1.0051395038183164,
+                0.7234663786843327,
+                1.1371317753211319,
+                1.5356103741191347,
+                0.8479920793399001,
+                0.46656712729960265,
+                1.0,
+                1.0891589322731212,
+                0.8545812844441173,
+                1.3469557389840487,
+                1.3298686360213214,
+                0.8184103746992143,
+                1.2426545134673366,
+                0.9345647421429395,
+                0.8739291157345797,
+                0.7954155323258645,
+                1.0,
+                0.9396031266002715,
+                0.8729340873197525,
+                1.1022147706138496,
+                0.9052007430680863,
+                0.8002297286948205,
+                1.1474637082252046,
+                1.0050624674836923,
+                0.8958786752659496,
+                0.1199464140766847,
+                1.0,
+                0.9484606934407114,
+                0.924743989986394,
+                1.1045533858189263,
+                0.9763355497679247,
+                0.8775711016746042,
+                1.4892483405130004,
+                0.9479162196372228,
+                0.824520740664537,
+                0.48200134691826974,
+                0.8093410764663572,
+                1.0307538015892828,
+                0.8557116942728363,
+                0.9675781578595044,
+                0.9316537658305905,
+                0.961482671503125,
+                0.9499524026348503,
+                1.0156281171297905,
+                0.9533815998673338,
+                0.13577727875330386,
+                1.0944930405696027,
+                0.9984202119037168,
+                1.0610893586418122,
+                1.0416564535479678,
+                0.953141207852886,
+                0.9699518518482332,
+                1.0661304370514315,
+                0.9605383246803934,
+                0.9343424770461999,
+                1.1428421085341074,
+                0.9995106529728873,
+                1.0191031224939573,
+                1.0275583030415119
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 262,
+    "out_features": 13,
+    "depth": 6,
+    "padding": 524,
+    "parameters": 1245042,
+    "cert_evals": {
+        "36": 0.6176470518112183,
+        "72": 0.5661764740943909,
+        "108": 0.5220588445663452,
+        "255": 0.29411765933036804
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/audiology-std/fold_0/result.json b/UCI_N6/ortho/runs/audiology-std/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c8a50d39f3aa98e255451e17ac72a5c5d276dabd
--- /dev/null
+++ b/UCI_N6/ortho/runs/audiology-std/fold_0/result.json
@@ -0,0 +1,148 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.1935483870967742,
+    "test_acc": 0.37857142857142856,
+    "train_size": 25,
+    "val_size": 31,
+    "test_size": 140,
+    "stats": {
+        "mean": [
+            [
+                -1.7763568394002505e-17,
+                -8.399999999486596e-07,
+                7.99999999756551e-08,
+                -1.2800000001833566e-06,
+                -3.6000000007696543e-07,
+                -8.799999999986596e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.000000002006402e-08,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                -3.199999999159431e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -3.3306690738754695e-17,
+                -3.999999999981796e-07,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                0.0,
+                0.0,
+                -7.199999999940587e-07,
+                -4.800000000759752e-07,
+                2.799999999325564e-07,
+                0.0,
+                2.220446049250313e-18,
+                0.0,
+                -1.5999999996907377e-07,
+                0.0,
+                -4.0000000006479297e-07,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9797958971132714,
+                0.979795399156076,
+                0.979796007645425,
+                0.9797944438980055,
+                0.979795825808005,
+                0.9797970293219844,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132714,
+                1.0,
+                0.9797961795409461,
+                0.979796007645425,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797960076454252,
+                1.0,
+                0.9797960772142222,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132711,
+                0.9797952000000001,
+                1.0,
+                0.9797960076454251,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                1.0,
+                1.0,
+                0.9797942770355633,
+                0.9797949007791427,
+                0.9797958854236333,
+                1.0,
+                0.979795897113271,
+                1.0,
+                0.9797957933341287,
+                1.0,
+                0.9797952,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 59,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 118,
+    "parameters": 65395,
+    "cert_evals": {
+        "36": 0.34285715222358704,
+        "72": 0.25,
+        "108": 0.16428571939468384,
+        "255": 0.02857142873108387
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/audiology-std/fold_1/result.json b/UCI_N6/ortho/runs/audiology-std/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ee9461ccafd1893a999d427c3c7594b620739e04
--- /dev/null
+++ b/UCI_N6/ortho/runs/audiology-std/fold_1/result.json
@@ -0,0 +1,148 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.5454545454545454,
+    "test_acc": 0.34782608695652173,
+    "train_size": 25,
+    "val_size": 33,
+    "test_size": 138,
+    "stats": {
+        "mean": [
+            [
+                -1.7763568394002505e-17,
+                -8.399999999486596e-07,
+                7.99999999756551e-08,
+                -1.2800000001833566e-06,
+                -3.6000000007696543e-07,
+                -8.799999999986596e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.000000002006402e-08,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                -3.199999999159431e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -3.3306690738754695e-17,
+                -3.999999999981796e-07,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                0.0,
+                0.0,
+                -7.199999999940587e-07,
+                -4.800000000759752e-07,
+                2.799999999325564e-07,
+                0.0,
+                2.220446049250313e-18,
+                0.0,
+                -1.5999999996907377e-07,
+                0.0,
+                -4.0000000006479297e-07,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9797958971132714,
+                0.979795399156076,
+                0.979796007645425,
+                0.9797944438980055,
+                0.979795825808005,
+                0.9797970293219844,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132714,
+                1.0,
+                0.9797961795409461,
+                0.979796007645425,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797960076454252,
+                1.0,
+                0.9797960772142222,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132711,
+                0.9797952000000001,
+                1.0,
+                0.9797960076454251,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                1.0,
+                1.0,
+                0.9797942770355633,
+                0.9797949007791427,
+                0.9797958854236333,
+                1.0,
+                0.979795897113271,
+                1.0,
+                0.9797957933341287,
+                1.0,
+                0.9797952,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 59,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 118,
+    "parameters": 65395,
+    "cert_evals": {
+        "36": 0.3115942180156708,
+        "72": 0.26811593770980835,
+        "108": 0.239130437374115,
+        "255": 0.043478261679410934
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/audiology-std/fold_2/result.json b/UCI_N6/ortho/runs/audiology-std/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b09fa18d1d1b78affd0fa0026ed558bdfcaf0f4c
--- /dev/null
+++ b/UCI_N6/ortho/runs/audiology-std/fold_2/result.json
@@ -0,0 +1,148 @@
+{
+    "best_epoch": 31,
+    "best_val_acc": 0.32,
+    "test_acc": 0.363013698630137,
+    "train_size": 25,
+    "val_size": 25,
+    "test_size": 146,
+    "stats": {
+        "mean": [
+            [
+                -1.7763568394002505e-17,
+                -8.399999999486596e-07,
+                7.99999999756551e-08,
+                -1.2800000001833566e-06,
+                -3.6000000007696543e-07,
+                -8.799999999986596e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.000000002006402e-08,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                -3.199999999159431e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -3.3306690738754695e-17,
+                -3.999999999981796e-07,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                0.0,
+                0.0,
+                -7.199999999940587e-07,
+                -4.800000000759752e-07,
+                2.799999999325564e-07,
+                0.0,
+                2.220446049250313e-18,
+                0.0,
+                -1.5999999996907377e-07,
+                0.0,
+                -4.0000000006479297e-07,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9797958971132714,
+                0.979795399156076,
+                0.979796007645425,
+                0.9797944438980055,
+                0.979795825808005,
+                0.9797970293219844,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132714,
+                1.0,
+                0.9797961795409461,
+                0.979796007645425,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797960076454252,
+                1.0,
+                0.9797960772142222,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132711,
+                0.9797952000000001,
+                1.0,
+                0.9797960076454251,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                1.0,
+                1.0,
+                0.9797942770355633,
+                0.9797949007791427,
+                0.9797958854236333,
+                1.0,
+                0.979795897113271,
+                1.0,
+                0.9797957933341287,
+                1.0,
+                0.9797952,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 59,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 118,
+    "parameters": 65395,
+    "cert_evals": {
+        "36": 0.301369845867157,
+        "72": 0.25342464447021484,
+        "108": 0.19178082048892975,
+        "255": 0.027397260069847107
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/audiology-std/fold_3/result.json b/UCI_N6/ortho/runs/audiology-std/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c8aaca44ab4b67888ca41cb01704c1ffc2b8ea68
--- /dev/null
+++ b/UCI_N6/ortho/runs/audiology-std/fold_3/result.json
@@ -0,0 +1,148 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.4666666666666667,
+    "test_acc": 0.36879432624113473,
+    "train_size": 25,
+    "val_size": 30,
+    "test_size": 141,
+    "stats": {
+        "mean": [
+            [
+                -1.7763568394002505e-17,
+                -8.399999999486596e-07,
+                7.99999999756551e-08,
+                -1.2800000001833566e-06,
+                -3.6000000007696543e-07,
+                -8.799999999986596e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.000000002006402e-08,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                -3.199999999159431e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -3.3306690738754695e-17,
+                -3.999999999981796e-07,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                0.0,
+                0.0,
+                -7.199999999940587e-07,
+                -4.800000000759752e-07,
+                2.799999999325564e-07,
+                0.0,
+                2.220446049250313e-18,
+                0.0,
+                -1.5999999996907377e-07,
+                0.0,
+                -4.0000000006479297e-07,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9797958971132714,
+                0.979795399156076,
+                0.979796007645425,
+                0.9797944438980055,
+                0.979795825808005,
+                0.9797970293219844,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132714,
+                1.0,
+                0.9797961795409461,
+                0.979796007645425,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797960076454252,
+                1.0,
+                0.9797960772142222,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132711,
+                0.9797952000000001,
+                1.0,
+                0.9797960076454251,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                1.0,
+                1.0,
+                0.9797942770355633,
+                0.9797949007791427,
+                0.9797958854236333,
+                1.0,
+                0.979795897113271,
+                1.0,
+                0.9797957933341287,
+                1.0,
+                0.9797952,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 59,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 118,
+    "parameters": 65395,
+    "cert_evals": {
+        "36": 0.3191489279270172,
+        "72": 0.26950353384017944,
+        "108": 0.21276594698429108,
+        "255": 0.042553190141916275
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/balance-scale/fold_0/result.json b/UCI_N6/ortho/runs/balance-scale/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..882713c934a0d8d2ef3ccceeef21e1b885d65f44
--- /dev/null
+++ b/UCI_N6/ortho/runs/balance-scale/fold_0/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.4578313253012048,
+    "test_acc": 0.4585492227979275,
+    "train_size": 156,
+    "val_size": 83,
+    "test_size": 386,
+    "stats": {
+        "mean": [
+            [
+                0.05887832692307693,
+                -2.5641025661690044e-08,
+                0.09964028205128199,
+                -0.09058207692307692
+            ]
+        ],
+        "std": [
+            [
+                0.9464310236223092,
+                0.9765235538802873,
+                0.9974316897506468,
+                1.0391308031314608
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 528,
+    "cert_evals": {
+        "36": 0.3108808100223541,
+        "72": 0.19948185980319977,
+        "108": 0.12435232847929001,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/balance-scale/fold_1/result.json b/UCI_N6/ortho/runs/balance-scale/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e447541207c4d82bee34e350715373a80bcc9a49
--- /dev/null
+++ b/UCI_N6/ortho/runs/balance-scale/fold_1/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 63,
+    "best_val_acc": 0.8865979381443299,
+    "test_acc": 0.8844086021505376,
+    "train_size": 156,
+    "val_size": 97,
+    "test_size": 372,
+    "stats": {
+        "mean": [
+            [
+                0.09511109615384612,
+                -3.416070845000482e-17,
+                0.00905823076923074,
+                0.08152388461538454
+            ]
+        ],
+        "std": [
+            [
+                1.0090351712085057,
+                1.0055834762270852,
+                0.9532661180714023,
+                1.002273371607005
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 528,
+    "cert_evals": {
+        "36": 0.7822580933570862,
+        "72": 0.6370967626571655,
+        "108": 0.5107526779174805,
+        "255": 0.08064515888690948
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/balance-scale/fold_2/result.json b/UCI_N6/ortho/runs/balance-scale/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f538c705506f7d75d1d0ca2a88b5148bc2451cb
--- /dev/null
+++ b/UCI_N6/ortho/runs/balance-scale/fold_2/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.7849462365591398,
+    "test_acc": 0.601063829787234,
+    "train_size": 156,
+    "val_size": 93,
+    "test_size": 376,
+    "stats": {
+        "mean": [
+            [
+                -0.00452913461538464,
+                0.06340748717948716,
+                -1.2820512825151571e-08,
+                0.09964030769230771
+            ]
+        ],
+        "std": [
+            [
+                0.9879158233594086,
+                0.9907460042778667,
+                1.027617579941566,
+                0.9614936385801037
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 528,
+    "cert_evals": {
+        "36": 0.3617021143436432,
+        "72": 0.20212765038013458,
+        "108": 0.1249999925494194,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/balance-scale/fold_3/result.json b/UCI_N6/ortho/runs/balance-scale/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a1cadd4da1ca80a702a92e7b5e27bc189601f6b2
--- /dev/null
+++ b/UCI_N6/ortho/runs/balance-scale/fold_3/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 54,
+    "best_val_acc": 0.7391304347826086,
+    "test_acc": 0.7586206896551724,
+    "train_size": 156,
+    "val_size": 92,
+    "test_size": 377,
+    "stats": {
+        "mean": [
+            [
+                0.05434929487179499,
+                -0.08605298076923085,
+                0.06793655769230768,
+                -0.16757685256410257
+            ]
+        ],
+        "std": [
+            [
+                1.0569029867956488,
+                1.0161657906649941,
+                0.9625917447832895,
+                0.9469510608150327
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 528,
+    "cert_evals": {
+        "36": 0.5941644310951233,
+        "72": 0.4111405909061432,
+        "108": 0.27586206793785095,
+        "255": 0.015915118157863617
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/balloons/fold_0/result.json b/UCI_N6/ortho/runs/balloons/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..12faf9aeae1ee2f7a21c8150e6c882de9bf16523
--- /dev/null
+++ b/UCI_N6/ortho/runs/balloons/fold_0/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.75,
+    "train_size": 4,
+    "val_size": 4,
+    "test_size": 8,
+    "stats": {
+        "mean": [
+            [
+                0.0,
+                0.0,
+                -0.968246,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.968246,
+                0.968246,
+                1.0,
+                0.968246
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 517,
+    "cert_evals": {
+        "36": 0.125,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/balloons/fold_1/result.json b/UCI_N6/ortho/runs/balloons/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b11f01aa310a54bc9d4a4f873628417e3c724b43
--- /dev/null
+++ b/UCI_N6/ortho/runs/balloons/fold_1/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.5,
+    "train_size": 4,
+    "val_size": 2,
+    "test_size": 10,
+    "stats": {
+        "mean": [
+            [
+                -0.484123,
+                0.484123,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.8385256331126676,
+                0.8385256331126676,
+                0.968246,
+                0.968246
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 517,
+    "cert_evals": {
+        "36": 0.5,
+        "72": 0.30000001192092896,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/balloons/fold_2/result.json b/UCI_N6/ortho/runs/balloons/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..623d3049481b0919a86a43a449ca5fd6ae379dd1
--- /dev/null
+++ b/UCI_N6/ortho/runs/balloons/fold_2/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 1.0,
+    "test_acc": 0.45454545454545453,
+    "train_size": 4,
+    "val_size": 1,
+    "test_size": 11,
+    "stats": {
+        "mean": [
+            [
+                -0.484123,
+                0.0,
+                -0.484123,
+                -0.484123
+            ]
+        ],
+        "std": [
+            [
+                0.8385256331126676,
+                0.968246,
+                0.8385256331126676,
+                0.8385256331126676
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 517,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/balloons/fold_3/result.json b/UCI_N6/ortho/runs/balloons/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..dcb52ea8a8eaf3ec955361bcf308f3dadc009ef2
--- /dev/null
+++ b/UCI_N6/ortho/runs/balloons/fold_3/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.0,
+    "test_acc": 0.5454545454545454,
+    "train_size": 4,
+    "val_size": 1,
+    "test_size": 11,
+    "stats": {
+        "mean": [
+            [
+                0.48412299999999997,
+                0.484123,
+                -0.968246,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.8385256331126676,
+                0.8385256331126676,
+                1.0,
+                0.968246
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 517,
+    "cert_evals": {
+        "36": 0.5454545617103577,
+        "72": 0.4545454680919647,
+        "108": 0.1818181872367859,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/bank/fold_0/result.json b/UCI_N6/ortho/runs/bank/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2902e4deaf413ea4a3c00fb1af27934bd9335a71
--- /dev/null
+++ b/UCI_N6/ortho/runs/bank/fold_0/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.854493580599144,
+    "test_acc": 0.8144981412639405,
+    "train_size": 1130,
+    "val_size": 701,
+    "test_size": 2690,
+    "stats": {
+        "mean": [
+            [
+                -0.043444115752212485,
+                0.038350172566371764,
+                0.021509683185840713,
+                -0.021201484955752213,
+                -0.006912000000000016,
+                0.04290420228318581,
+                -0.031048147787610524,
+                -0.010544807964601867,
+                -0.027401819469027113,
+                -0.0011023982300885904,
+                -0.020262814867256583,
+                -0.01690946219469023,
+                -0.0050658819469022965,
+                0.027795634513274152,
+                0.0035984575221236132,
+                0.03735520353982189
+            ]
+        ],
+        "std": [
+            [
+                0.9589625434028519,
+                0.9947635481983416,
+                1.013551308348929,
+                0.9759306172571834,
+                1.025514103095601,
+                1.1941195969624385,
+                0.9952628808737004,
+                1.0099558672249285,
+                1.0069197139677768,
+                1.0315253300196314,
+                1.005152797600638,
+                0.9721293687592033,
+                0.9311569270874402,
+                1.0436010567990328,
+                0.9725976279868672,
+                1.0344584167333912
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4839,
+    "cert_evals": {
+        "36": 0.7501859068870544,
+        "72": 0.6631970405578613,
+        "108": 0.5617100596427917,
+        "255": 0.0996282547712326
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/bank/fold_1/result.json b/UCI_N6/ortho/runs/bank/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..aee2a6b852c9418fff268f9596893967c925fc9a
--- /dev/null
+++ b/UCI_N6/ortho/runs/bank/fold_1/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.8492537313432836,
+    "test_acc": 0.824696802646086,
+    "train_size": 1130,
+    "val_size": 670,
+    "test_size": 2721,
+    "stats": {
+        "mean": [
+            [
+                -0.01574801380530978,
+                0.0023927396460177394,
+                0.0021967858407077644,
+                -0.01932307256637162,
+                0.006853599999999982,
+                -0.03479098039734521,
+                0.0010882398230089275,
+                0.02142298584070794,
+                -0.04310824424778776,
+                -0.002926514159292115,
+                -0.01356536707964567,
+                0.01527978015929205,
+                -0.04149083628318521,
+                -0.006613960176991296,
+                0.006211176106194516,
+                -0.021354536283185895
+            ]
+        ],
+        "std": [
+            [
+                0.969300386690253,
+                1.0029838787869998,
+                1.0077378567908635,
+                1.0067270576318987,
+                0.9737641828355684,
+                0.8874066057167844,
+                1.0000362134178429,
+                0.978768086158569,
+                1.0166647522536418,
+                1.0110908544078474,
+                0.9795699211960872,
+                0.988628308543735,
+                0.8468895052095667,
+                1.0088647512260476,
+                1.0744144429583726,
+                0.97024384329565
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4839,
+    "cert_evals": {
+        "36": 0.7618522644042969,
+        "72": 0.6824696660041809,
+        "108": 0.5722160935401917,
+        "255": 0.1157662570476532
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/bank/fold_2/result.json b/UCI_N6/ortho/runs/bank/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b9c1d85fc78e138d5af8c07c3f02eb1617ce2c00
--- /dev/null
+++ b/UCI_N6/ortho/runs/bank/fold_2/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.8903318903318903,
+    "test_acc": 0.8228317272053373,
+    "train_size": 1130,
+    "val_size": 693,
+    "test_size": 2698,
+    "stats": {
+        "mean": [
+            [
+                0.03612999486725651,
+                0.0039014732743363205,
+                -0.026264318584070866,
+                0.007914513274336264,
+                -2.920000000001238e-05,
+                -0.02074493859203536,
+                -0.02212137345132746,
+                -0.02529917433628319,
+                -0.017585318584070603,
+                0.002009283628318563,
+                -0.032913651327433256,
+                0.01575317238053096,
+                0.01656134477876116,
+                0.004832360176991011,
+                0.0046435044247787275,
+                -0.007806110619469017
+            ]
+        ],
+        "std": [
+            [
+                1.026029784154538,
+                1.014567266706415,
+                0.9934924943110668,
+                1.0009548228746656,
+                0.9999976513205256,
+                0.9005330945128681,
+                0.9966950423207805,
+                1.02369326820955,
+                1.0066229970970322,
+                1.0105897259642973,
+                0.9953808522736891,
+                1.0444837633462487,
+                0.9721502138598372,
+                1.0252935681497495,
+                0.9895490051866441,
+                0.9907898156267138
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4839,
+    "cert_evals": {
+        "36": 0.762416660785675,
+        "72": 0.6868050694465637,
+        "108": 0.5922905802726746,
+        "255": 0.17902150750160217
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/bank/fold_3/result.json b/UCI_N6/ortho/runs/bank/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff85086a2fd479baf4b50528a772a6c9b81a199e
--- /dev/null
+++ b/UCI_N6/ortho/runs/bank/fold_3/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.8672699849170438,
+    "test_acc": 0.8284457478005866,
+    "train_size": 1130,
+    "val_size": 663,
+    "test_size": 2728,
+    "stats": {
+        "mean": [
+            [
+                -0.0319807638938054,
+                0.00842759592920361,
+                0.0032132584070795264,
+                -0.0512567557522122,
+                0.02061919999999998,
+                0.017208951831858395,
+                -0.023906728318583995,
+                0.009127680530973464,
+                0.04229537345132683,
+                0.03913422522123883,
+                -0.0012866005309730669,
+                0.019049747389380534,
+                0.0011946368141599608,
+                -0.01394144424778776,
+                -0.01887086017699146,
+                -0.012322258407079635
+            ]
+        ],
+        "std": [
+            [
+                0.9997012384907139,
+                1.011637351521284,
+                1.0052459246549308,
+                0.9835551200097631,
+                0.9188989108776542,
+                0.975563370252112,
+                0.9964151726496702,
+                0.9910016079646086,
+                0.9876324728734414,
+                0.9709295082923052,
+                1.018649934814902,
+                1.045208416973306,
+                1.0916320113723843,
+                0.971971990527501,
+                0.9802679634858928,
+                0.9883913040231975
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4839,
+    "cert_evals": {
+        "36": 0.7829912304878235,
+        "72": 0.7148093581199646,
+        "108": 0.632331371307373,
+        "255": 0.209310844540596
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/blood/fold_0/result.json b/UCI_N6/ortho/runs/blood/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d5feaede0f91ad32a2d7dbc8ff04fdfa0aac63c
--- /dev/null
+++ b/UCI_N6/ortho/runs/blood/fold_0/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.7295081967213115,
+    "test_acc": 0.7539863325740319,
+    "train_size": 187,
+    "val_size": 122,
+    "test_size": 439,
+    "stats": {
+        "mean": [
+            [
+                0.08207599251336908,
+                0.07211877540106948,
+                0.07211877540106948,
+                0.12092969090909093
+            ]
+        ],
+        "std": [
+            [
+                1.0915037898164763,
+                0.9154190444987925,
+                0.9154190444987925,
+                1.0234960637376278
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 517,
+    "cert_evals": {
+        "36": 0.519362211227417,
+        "72": 0.28473806381225586,
+        "108": 0.11845102906227112,
+        "255": 0.002277904422953725
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/blood/fold_1/result.json b/UCI_N6/ortho/runs/blood/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..77667149e2b6c804559ad7b480f2088400ebef3e
--- /dev/null
+++ b/UCI_N6/ortho/runs/blood/fold_1/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 51,
+    "best_val_acc": 0.5775862068965517,
+    "test_acc": 0.6674157303370787,
+    "train_size": 187,
+    "val_size": 116,
+    "test_size": 445,
+    "stats": {
+        "mean": [
+            [
+                -0.0044589358288771265,
+                -0.03777642245989305,
+                -0.03777642245989305,
+                -0.04118699946524062
+            ]
+        ],
+        "std": [
+            [
+                1.0355747128653376,
+                1.0168425706533084,
+                1.0168425706533084,
+                0.9389071377082803
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 517,
+    "cert_evals": {
+        "36": 0.5730336904525757,
+        "72": 0.4089887738227844,
+        "108": 0.22921349108219147,
+        "255": 0.008988764137029648
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/blood/fold_2/result.json b/UCI_N6/ortho/runs/blood/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..685bc31c3eb891a8c8d2b3a7263d21351f8e8434
--- /dev/null
+++ b/UCI_N6/ortho/runs/blood/fold_2/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.7636363636363637,
+    "test_acc": 0.6607538802660754,
+    "train_size": 187,
+    "val_size": 110,
+    "test_size": 451,
+    "stats": {
+        "mean": [
+            [
+                0.05565309197860972,
+                -0.04876601497326191,
+                -0.04876601497326191,
+                0.022211831550802065
+            ]
+        ],
+        "std": [
+            [
+                1.2081413746481122,
+                0.9472357528176619,
+                0.9472357528176619,
+                0.9442482982599183
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 517,
+    "cert_evals": {
+        "36": 0.286031037569046,
+        "72": 0.008869179524481297,
+        "108": 0.008869179524481297,
+        "255": 0.002217294881120324
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/blood/fold_3/result.json b/UCI_N6/ortho/runs/blood/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c727c50106ff464cf34b09eba17df850918b7384
--- /dev/null
+++ b/UCI_N6/ortho/runs/blood/fold_3/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.7288135593220338,
+    "test_acc": 0.6817155756207675,
+    "train_size": 187,
+    "val_size": 118,
+    "test_size": 443,
+    "stats": {
+        "mean": [
+            [
+                0.02856966417112282,
+                -0.11561878823529406,
+                -0.11561878823529406,
+                -0.0299989443850266
+            ]
+        ],
+        "std": [
+            [
+                1.1041996654221626,
+                0.9454192748690525,
+                0.9454192748690525,
+                0.9892882254644951
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 517,
+    "cert_evals": {
+        "36": 0.530474066734314,
+        "72": 0.3431151211261749,
+        "108": 0.04063205420970917,
+        "255": 0.013544018380343914
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-cancer-wisc-diag/fold_0/result.json b/UCI_N6/ortho/runs/breast-cancer-wisc-diag/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d8905c2a55b64e735f18f6a570d5d07653fbfcd2
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-cancer-wisc-diag/fold_0/result.json
@@ -0,0 +1,90 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.95,
+    "test_acc": 0.9740634005763689,
+    "train_size": 142,
+    "val_size": 80,
+    "test_size": 347,
+    "stats": {
+        "mean": [
+            [
+                0.0825849457746479,
+                0.16776179100774652,
+                0.08018569295774641,
+                0.08525118492957748,
+                -0.13794442330985915,
+                -0.020546994366197266,
+                0.031128610563380326,
+                0.027148295774647915,
+                -0.03857999985915492,
+                -0.13734727633802823,
+                0.08226506922535208,
+                -0.06624039612676055,
+                0.09562314598591552,
+                0.11241559394366195,
+                -0.0706283795774648,
+                0.012817941971830999,
+                0.03673792985915488,
+                0.06254002929577464,
+                -0.016561529295774678,
+                -0.03867594647887324,
+                0.07726569126760555,
+                0.11026314366197185,
+                0.07734966126760559,
+                0.07510323753521127,
+                -0.10811489788732392,
+                0.017963794225352204,
+                0.03508001049295764,
+                0.03470587605633805,
+                -0.006298125654929594,
+                -0.05882395070422536
+            ]
+        ],
+        "std": [
+            [
+                1.0298680528672801,
+                1.0456187991444128,
+                1.0339745446187498,
+                1.1112548477482211,
+                0.9413610006349405,
+                1.0168663973319072,
+                1.0127149891342198,
+                0.9829034935431965,
+                0.9115153190139265,
+                0.8362062139046329,
+                1.3277929800502757,
+                0.7882767184809211,
+                1.351171258508586,
+                1.4874958213599554,
+                0.8030624718228448,
+                1.0638857030973894,
+                1.0680975160236916,
+                1.029388660893026,
+                0.8840778078833855,
+                0.9386046041123467,
+                1.042323932480091,
+                1.0325935116911305,
+                1.0468623000133939,
+                1.097427344818284,
+                0.9438879408105022,
+                1.048839947871273,
+                1.087511123501064,
+                1.02306665439061,
+                0.9281333050780699,
+                0.9709946269989288
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 30,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 60,
+    "parameters": 16627,
+    "cert_evals": {
+        "36": 0.9481267929077148,
+        "72": 0.9106627702713013,
+        "108": 0.8731988072395325,
+        "255": 0.6109510064125061
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-cancer-wisc-diag/fold_1/result.json b/UCI_N6/ortho/runs/breast-cancer-wisc-diag/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..68f2bb1a1c88fff806e96cb7125bd9c890a155e7
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-cancer-wisc-diag/fold_1/result.json
@@ -0,0 +1,90 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.9634146341463414,
+    "test_acc": 0.9826086956521739,
+    "train_size": 142,
+    "val_size": 82,
+    "test_size": 345,
+    "stats": {
+        "mean": [
+            [
+                -0.11201186056338029,
+                0.07070025633802816,
+                -0.10239308169014083,
+                -0.11672702063380279,
+                0.032527111971830974,
+                0.05026270500000002,
+                -0.02818336908450703,
+                -0.04343403450704224,
+                -0.02067522316901408,
+                0.08708522408450704,
+                -0.11080013492957747,
+                0.04381799119718306,
+                -0.0825752031690141,
+                -0.11760619366197181,
+                -0.12109326042253515,
+                0.0031279288732394177,
+                -0.06837052551408451,
+                -0.09945178922535211,
+                0.02686396394366193,
+                -0.03645938134507036,
+                -0.09511004859154928,
+                0.08993712535211269,
+                -0.07473255774647886,
+                -0.10130778450704225,
+                0.04382505676056337,
+                0.08864361894366199,
+                0.03680164077464787,
+                -0.003688304577464759,
+                0.0977748130774647,
+                0.08804689718309852
+            ]
+        ],
+        "std": [
+            [
+                0.9195016301354824,
+                1.094593366492765,
+                0.9291056843219847,
+                0.8651637977085379,
+                1.104895872882098,
+                1.0612349352106514,
+                0.9960386306069985,
+                0.9599334814324468,
+                0.995073713912434,
+                1.0059759191906428,
+                0.8154754957601557,
+                1.1714910738712319,
+                0.8337124056974246,
+                0.7056775636749633,
+                0.8384686418997397,
+                0.997008703041016,
+                0.7652271837716654,
+                0.9491550332342998,
+                0.9894126977193328,
+                0.8349121832481521,
+                0.9324374909578882,
+                1.0776300277359205,
+                0.9582162700674596,
+                0.8930111054213019,
+                1.0965646002689322,
+                1.0909755237588887,
+                1.0811372221216917,
+                1.0368266566472815,
+                1.0808007528399084,
+                1.0161303395181038
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 30,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 60,
+    "parameters": 16627,
+    "cert_evals": {
+        "36": 0.9507246613502502,
+        "72": 0.9275362491607666,
+        "108": 0.8898550868034363,
+        "255": 0.6840580105781555
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-cancer-wisc-diag/fold_2/result.json b/UCI_N6/ortho/runs/breast-cancer-wisc-diag/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c004fba2e2f3b7536ac54c5516de1b6f306992d
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-cancer-wisc-diag/fold_2/result.json
@@ -0,0 +1,90 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.9659090909090909,
+    "test_acc": 0.9351032448377581,
+    "train_size": 142,
+    "val_size": 88,
+    "test_size": 339,
+    "stats": {
+        "mean": [
+            [
+                -0.021816593521126793,
+                0.06485498873239437,
+                -0.02247304859154929,
+                -0.029893932042253508,
+                0.038515619718309926,
+                -0.02588728169014086,
+                -0.05297414225352113,
+                -0.003333404225352076,
+                0.04336582049295775,
+                -0.03314538676056333,
+                -0.030619029577464745,
+                -0.0005102492957746506,
+                -0.05296082697183101,
+                -0.03949717746478873,
+                0.010749251408450719,
+                -0.0881686789436619,
+                -0.1314002314507042,
+                -0.11034913126760565,
+                -0.034516665140845094,
+                -0.06504294760563381,
+                -0.02178127598591549,
+                0.04724548049295773,
+                -0.027157091126760537,
+                -0.033063059859154906,
+                0.05190005140845066,
+                -0.03469985169014086,
+                -0.07640525704225351,
+                -0.020877885915492986,
+                0.0502971771619718,
+                -0.0047201802816901695
+            ]
+        ],
+        "std": [
+            [
+                0.9463937708331187,
+                1.0456850321490456,
+                0.9481587587922021,
+                0.9061036579406758,
+                0.9991272345406123,
+                0.9529645424014063,
+                0.9656412252488126,
+                1.0086024557337858,
+                1.0101851762447767,
+                0.971237840916314,
+                0.8511955942668115,
+                0.9348241096823969,
+                0.7677709117900025,
+                0.7619556774338143,
+                0.9861286665457306,
+                0.835402354513955,
+                0.6497713689377111,
+                0.83419033386709,
+                0.8966910096607936,
+                0.7137654744350889,
+                0.9276882020178508,
+                1.0094191904095935,
+                0.9175498580969587,
+                0.8830907945718708,
+                0.9951613811713826,
+                0.955386515361877,
+                0.9648461201262609,
+                1.0198807080859185,
+                1.0490861818978507,
+                0.9618292961310324
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 30,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 60,
+    "parameters": 16627,
+    "cert_evals": {
+        "36": 0.9026548862457275,
+        "72": 0.8790560364723206,
+        "108": 0.8731563091278076,
+        "255": 0.7109144330024719
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-cancer-wisc-diag/fold_3/result.json b/UCI_N6/ortho/runs/breast-cancer-wisc-diag/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1edf91d184bd7746188de62b94ce6846ba1da2cf
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-cancer-wisc-diag/fold_3/result.json
@@ -0,0 +1,90 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.9629629629629629,
+    "test_acc": 0.9624277456647399,
+    "train_size": 142,
+    "val_size": 81,
+    "test_size": 346,
+    "stats": {
+        "mean": [
+            [
+                0.041954460563380286,
+                -0.03068368455563383,
+                0.05642674225352119,
+                0.04212094478873236,
+                0.0753741992957746,
+                0.19173782535211265,
+                0.13158766190140847,
+                0.10927857042253514,
+                0.12073864654929573,
+                0.16060644718309858,
+                0.0007204726760563243,
+                0.02137304077464788,
+                0.05429816549295772,
+                -0.012780137042253566,
+                0.013563698028169006,
+                0.15196018795774635,
+                0.11918610920422545,
+                0.08330966570422528,
+                0.08884857161971826,
+                0.08853129507042258,
+                0.03332697760563379,
+                -0.006147756197183027,
+                0.06017890535211265,
+                0.025833432394366203,
+                0.10165912112676065,
+                0.184136802112676,
+                0.17515080211267609,
+                0.12936214014084502,
+                0.10002845492957746,
+                0.16336953521126774
+            ]
+        ],
+        "std": [
+            [
+                1.0573062114321623,
+                0.9552884577469056,
+                1.0710079092993716,
+                1.0509022734984494,
+                1.1270846333930622,
+                1.1567722248607955,
+                1.1330587765489406,
+                1.140649555855837,
+                1.1542513895561295,
+                1.0051375538789176,
+                0.8967996396101922,
+                1.097489083446709,
+                0.9381483291097392,
+                0.7912780594989863,
+                0.9397288734854672,
+                0.9788202766737033,
+                1.073938446577066,
+                0.9563830108562081,
+                1.1438144705840625,
+                0.7701703811879946,
+                1.0262729293228618,
+                0.9839279786422038,
+                1.0483951162266714,
+                1.0167649174977718,
+                1.0851034209747896,
+                1.0398339487141628,
+                1.1490024738247944,
+                1.0756456277267925,
+                1.0959872724158726,
+                0.9323448193880042
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 30,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 60,
+    "parameters": 16627,
+    "cert_evals": {
+        "36": 0.945086658000946,
+        "72": 0.9248554706573486,
+        "108": 0.9075144529342651,
+        "255": 0.7312138676643372
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-cancer-wisc-prog/fold_0/result.json b/UCI_N6/ortho/runs/breast-cancer-wisc-prog/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc8800875193cee34635de5d676b64a8dce67424
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-cancer-wisc-prog/fold_0/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.7727272727272727,
+    "test_acc": 0.6929133858267716,
+    "train_size": 49,
+    "val_size": 22,
+    "test_size": 127,
+    "stats": {
+        "mean": [
+            [
+                -0.31970781836734696,
+                0.1594104081632653,
+                0.24753781836734692,
+                0.15300701836734695,
+                0.1584555244897959,
+                -0.07602553591836737,
+                -0.06153886122448981,
+                0.024552744897959188,
+                0.06713168775510207,
+                -0.10528630102040819,
+                -0.1678704836734694,
+                -0.0915255861224489,
+                0.07864324755102042,
+                -0.0763010120408163,
+                -0.037683283673469285,
+                -0.06905704693877551,
+                -0.042495671428571434,
+                -0.06359507428571427,
+                0.03737176122448981,
+                -0.1542635448979592,
+                -0.17539257755102045,
+                0.03410600122448976,
+                0.19654199204081632,
+                0.030810593877551008,
+                0.026635724489795946,
+                -0.07049495102040816,
+                -0.06440993673469386,
+                -0.08851851224489796,
+                0.02908160000000001,
+                -0.1859407571428571,
+                -0.1654363697959184,
+                0.12819854693877544,
+                0.07058588775510208
+            ]
+        ],
+        "std": [
+            [
+                0.8821495545994039,
+                1.046791889090161,
+                0.9578267027302361,
+                1.039660283165596,
+                1.062402836067028,
+                0.8890421367893667,
+                0.77925901952072,
+                1.0440797113889244,
+                1.07089974397772,
+                0.8387965488338012,
+                0.843277245772551,
+                0.9360392595139003,
+                0.9823857653557395,
+                0.9082591415396649,
+                0.9365116398737245,
+                0.5979213497916245,
+                0.6539721608757036,
+                0.7958185885004673,
+                0.9242350544633458,
+                0.6845312987462778,
+                0.6502938972920995,
+                0.949219789937265,
+                0.9404670831714534,
+                0.9171284397752019,
+                0.9104156790640995,
+                1.0518203238418193,
+                0.8156351280441914,
+                0.8683551446970883,
+                0.9112079933660755,
+                0.813430119013099,
+                0.8388136650033143,
+                1.1512761088815193,
+                1.0375108599738538
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 20071,
+    "cert_evals": {
+        "36": 0.5984252095222473,
+        "72": 0.5196850299835205,
+        "108": 0.4094488024711609,
+        "255": 0.14173227548599243
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-cancer-wisc-prog/fold_1/result.json b/UCI_N6/ortho/runs/breast-cancer-wisc-prog/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..637260b7f1c1d7fc636ccbfbd3a7814b60d0ca5b
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-cancer-wisc-prog/fold_1/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.7666666666666667,
+    "test_acc": 0.8067226890756303,
+    "train_size": 49,
+    "val_size": 30,
+    "test_size": 119,
+    "stats": {
+        "mean": [
+            [
+                -0.2954286122448979,
+                0.22705779387755098,
+                0.13045305210204083,
+                0.21518541632653068,
+                0.21329647816326533,
+                -0.23494008897959187,
+                -0.13741642857142858,
+                -0.01620160836734699,
+                0.07495674877551023,
+                -0.08356683326530613,
+                -0.30211086122448977,
+                0.17222382204081632,
+                0.1861636093877551,
+                0.18613398183673469,
+                0.17258124081632648,
+                -0.019180042857142875,
+                0.011242470816326589,
+                -0.019861698775510188,
+                0.09400348163265304,
+                0.03439312653061231,
+                -0.08544421122448984,
+                0.1251565993877551,
+                0.0614657979591837,
+                0.1106848959183673,
+                0.10643556734693876,
+                -0.283786518367347,
+                -0.22690647755102036,
+                -0.21750787142857142,
+                -0.11082883795918366,
+                -0.2517320069387755,
+                -0.3646700183673469,
+                0.17979882653061224,
+                -0.02691289795918366
+            ]
+        ],
+        "std": [
+            [
+                0.8143503780150015,
+                0.9174121431953063,
+                0.9505147809888337,
+                0.9270519324131056,
+                0.9280401005535991,
+                1.1301563685159044,
+                1.0842494023346008,
+                1.17774758901752,
+                1.1259425788210895,
+                1.0343443324314006,
+                0.899946779911175,
+                1.0776959194375155,
+                1.0652779342066867,
+                1.0778896598336396,
+                1.0489415511808549,
+                1.0202607569462199,
+                1.065380703338058,
+                1.046928716393895,
+                1.0889438008342867,
+                1.0504050035821422,
+                0.966138030350577,
+                0.8642794080204923,
+                1.0800430340260923,
+                0.8743291823479178,
+                0.8688670309147045,
+                1.0842628402104706,
+                0.8975026094533473,
+                0.9571151684782386,
+                1.0396216376453484,
+                0.914946697740367,
+                0.749250166005288,
+                1.1231797264684098,
+                0.8886200116636936
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 20071,
+    "cert_evals": {
+        "36": 0.7142857313156128,
+        "72": 0.605042040348053,
+        "108": 0.5210084319114685,
+        "255": 0.1428571492433548
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-cancer-wisc-prog/fold_2/result.json b/UCI_N6/ortho/runs/breast-cancer-wisc-prog/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..14330a153e9d465994b55a46acac17a7859cc84a
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-cancer-wisc-prog/fold_2/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.7027027027027027,
+    "test_acc": 0.7321428571428571,
+    "train_size": 49,
+    "val_size": 37,
+    "test_size": 112,
+    "stats": {
+        "mean": [
+            [
+                -0.03842323061224502,
+                -0.10614214693877552,
+                0.030698034693877517,
+                -0.1000028979591836,
+                -0.08415378163265311,
+                -0.03538041755102043,
+                -0.04750202040816325,
+                -0.10165484306122448,
+                -0.1358923424489796,
+                -0.02547460816326529,
+                0.027964706122448967,
+                0.1158320934693878,
+                0.2141981857142857,
+                0.11305339408163259,
+                0.09026773632653065,
+                -0.07205539183673473,
+                -0.11876845979591835,
+                -0.09018467959183678,
+                -0.001788581632653037,
+                -0.09199452244897957,
+                -0.05832562632653058,
+                -0.06420658346938772,
+                0.05587048142857144,
+                -0.07304466938775511,
+                -0.028326246938775446,
+                -0.04279098959183677,
+                -0.11518350408163265,
+                -0.12291339183673465,
+                -0.1940691712244898,
+                -0.03263718653061224,
+                -0.029735322448979654,
+                0.15452512040816324,
+                0.20183378571428573
+            ]
+        ],
+        "std": [
+            [
+                0.9794534025714385,
+                1.0053275769298504,
+                0.9095119348920842,
+                1.008933323770274,
+                0.9879586777091109,
+                1.0102761898726105,
+                0.9960048575197608,
+                1.0021029195920532,
+                0.9776597311295145,
+                0.9821341050152573,
+                0.9436155579641772,
+                1.1817284472744785,
+                1.1856988946274227,
+                1.1970542714305854,
+                1.1086625077552497,
+                0.6618568645391364,
+                0.7687365990953271,
+                0.8119143908977525,
+                1.0415418534564902,
+                0.8186632232431363,
+                0.8434368212477027,
+                1.0615598386819989,
+                0.8454048970519085,
+                1.0522702304694245,
+                1.041897029381895,
+                1.1007804274989816,
+                0.8280858289610474,
+                0.8451988761728604,
+                1.0253215425598294,
+                0.9705970427113062,
+                0.8554540105246272,
+                0.9682864062481196,
+                1.2134784272055537
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 20071,
+    "cert_evals": {
+        "36": 0.6696428656578064,
+        "72": 0.6428571939468384,
+        "108": 0.598214328289032,
+        "255": 0.2946428656578064
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-cancer-wisc-prog/fold_3/result.json b/UCI_N6/ortho/runs/breast-cancer-wisc-prog/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d151faa9b07e9f68640d3da9bf17042b2580fe83
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-cancer-wisc-prog/fold_3/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.72,
+    "test_acc": 0.7419354838709677,
+    "train_size": 49,
+    "val_size": 25,
+    "test_size": 124,
+    "stats": {
+        "mean": [
+            [
+                -0.06744018775510212,
+                0.18968365714285723,
+                -0.014217911020408189,
+                0.21184517142857145,
+                0.16995342797959181,
+                0.0988115742857143,
+                0.23174346530612244,
+                0.2643820010204082,
+                0.2708541071428573,
+                0.17052290612244894,
+                0.08597982244897957,
+                0.02605522000000001,
+                -0.09904910612244898,
+                0.07999727979591835,
+                0.021088532448979617,
+                0.032508024489795916,
+                0.1139721422448979,
+                0.17344601857142858,
+                0.1454327612244898,
+                0.09731225102040818,
+                0.07194746775510205,
+                0.15103356959183675,
+                -0.07001499795918376,
+                0.19365317551020406,
+                0.10773460285714288,
+                0.06407297959183662,
+                0.08076181836734692,
+                0.18958595510204077,
+                0.30016600816326516,
+                0.048603673469387716,
+                0.014894271020408143,
+                0.2872125,
+                0.2280839387755102
+            ]
+        ],
+        "std": [
+            [
+                0.9697920367102327,
+                0.9203134351014114,
+                0.9060497409545201,
+                0.9187807307729611,
+                0.9729266703311016,
+                0.9430977585802243,
+                0.8769553733450195,
+                0.8356859349258849,
+                0.8680804682359612,
+                1.0166341852710845,
+                0.8914293133833798,
+                0.7940097770795826,
+                0.7723528820449007,
+                0.8508321197542031,
+                0.7752894285658177,
+                0.7444263872990391,
+                0.9053411998307737,
+                0.9999993608516502,
+                0.8504750965678145,
+                1.090497279238265,
+                0.7631870591645827,
+                0.9076864322017706,
+                0.8687695687330197,
+                0.9366133883217269,
+                0.9044846120349299,
+                0.9712465829469978,
+                0.7332294033502637,
+                0.8612201045664006,
+                0.9404165330479154,
+                0.8777899215486339,
+                0.6950358654750831,
+                1.288136700201249,
+                1.084093306135652
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 20071,
+    "cert_evals": {
+        "36": 0.6935483813285828,
+        "72": 0.6129032373428345,
+        "108": 0.5403225421905518,
+        "255": 0.3145161271095276
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-cancer-wisc/fold_0/result.json b/UCI_N6/ortho/runs/breast-cancer-wisc/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..15d03dec72fe57dc9dae14ef51c34abffd815a03
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-cancer-wisc/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 25,
+    "best_val_acc": 0.9745762711864406,
+    "test_acc": 0.9655172413793104,
+    "train_size": 175,
+    "val_size": 118,
+    "test_size": 406,
+    "stats": {
+        "mean": [
+            [
+                -0.022535588571428563,
+                0.03270772571428592,
+                0.05325746457142836,
+                0.06163440114285701,
+                0.059859796571428064,
+                -0.04726777714285723,
+                0.04544096571428557,
+                0.06602559942857117,
+                0.14610774857142944
+            ]
+        ],
+        "std": [
+            [
+                0.952214787303689,
+                1.0892638945885795,
+                1.0696936676502014,
+                1.089278359409774,
+                1.1050209023715667,
+                0.9596438048031793,
+                1.0789832917046138,
+                1.092361737838657,
+                1.280102883239457
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1591,
+    "cert_evals": {
+        "36": 0.958128035068512,
+        "72": 0.9433497190475464,
+        "108": 0.9285714030265808,
+        "255": 0.7709359526634216
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-cancer-wisc/fold_1/result.json b/UCI_N6/ortho/runs/breast-cancer-wisc/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a3e8706f4f5bbf9ec259b901d0c6303f692e696
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-cancer-wisc/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.9736842105263158,
+    "test_acc": 0.9658536585365853,
+    "train_size": 175,
+    "val_size": 114,
+    "test_size": 410,
+    "stats": {
+        "mean": [
+            [
+                -0.014418068571428517,
+                0.008363611428571432,
+                0.0013426971428572047,
+                0.04362350857142855,
+                0.06760174228571425,
+                -0.012737622857143117,
+                0.12043267999999967,
+                -0.02566830114285711,
+                -0.0004912342857143631
+            ]
+        ],
+        "std": [
+            [
+                1.0359812403938078,
+                0.9851680594955492,
+                1.0075838815724851,
+                1.0487044899930569,
+                1.0481096015979268,
+                0.9902459117914181,
+                1.0891962569916647,
+                0.9837374432610851,
+                1.028364534365016
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1591,
+    "cert_evals": {
+        "36": 0.9536585211753845,
+        "72": 0.9341463446617126,
+        "108": 0.8975609540939331,
+        "255": 0.2536585330963135
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-cancer-wisc/fold_2/result.json b/UCI_N6/ortho/runs/breast-cancer-wisc/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0e9a35c033dff071ddd0beb42fe53f9f7c9905b
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-cancer-wisc/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.9813084112149533,
+    "test_acc": 0.9640287769784173,
+    "train_size": 175,
+    "val_size": 107,
+    "test_size": 417,
+    "stats": {
+        "mean": [
+            [
+                0.022111400000000093,
+                0.05892480000000022,
+                0.053257361714285696,
+                0.011603669142857164,
+                0.01340863999999994,
+                0.028070879999999694,
+                -0.015489731428571414,
+                -0.006955264571428654,
+                -0.02714547428571435
+            ]
+        ],
+        "std": [
+            [
+                1.030600322394337,
+                1.0255153351270532,
+                1.050776582254071,
+                0.979718412809739,
+                0.9943823240987255,
+                1.0416854377063047,
+                1.0036051510508777,
+                0.9886021184539473,
+                1.0198774589002766
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1591,
+    "cert_evals": {
+        "36": 0.9616307020187378,
+        "72": 0.9376499056816101,
+        "108": 0.9112709760665894,
+        "255": 0.6306954622268677
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-cancer-wisc/fold_3/result.json b/UCI_N6/ortho/runs/breast-cancer-wisc/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..debe83e2cc73b93cd56193763c4e99cab722ebf7
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-cancer-wisc/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.978494623655914,
+    "test_acc": 0.9651972157772621,
+    "train_size": 175,
+    "val_size": 93,
+    "test_size": 431,
+    "stats": {
+        "mean": [
+            [
+                0.0424054742857143,
+                -0.014108091428571279,
+                -0.00827128971428571,
+                -0.056438248,
+                -0.030462011428571644,
+                0.035918565714285505,
+                -0.09751196000000009,
+                -0.053737870857142926,
+                -0.04380451428571453
+            ]
+        ],
+        "std": [
+            [
+                0.9542842873481718,
+                0.9773558222868145,
+                0.959218665273952,
+                0.9009025916399945,
+                0.98004059543331,
+                1.0172287889258582,
+                1.000728061455461,
+                0.9224531635202544,
+                0.947073789238405
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1591,
+    "cert_evals": {
+        "36": 0.9535962343215942,
+        "72": 0.9419953227043152,
+        "108": 0.9280742406845093,
+        "255": 0.6519721150398254
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-cancer/fold_0/result.json b/UCI_N6/ortho/runs/breast-cancer/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ac9dd5d91fe690d7ae5929289033cd85f8b11a5
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-cancer/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.7941176470588235,
+    "test_acc": 0.6077348066298343,
+    "train_size": 71,
+    "val_size": 34,
+    "test_size": 181,
+    "stats": {
+        "mean": [
+            [
+                -0.0162575774647888,
+                0.01285738028169014,
+                0.05645037746478872,
+                -0.0029103802816902316,
+                -0.11736198591549311,
+                -0.028151649295774777,
+                -0.03566477464788737,
+                0.00970807042253526,
+                0.22726122535211296
+            ]
+        ],
+        "std": [
+            [
+                1.0503834784726616,
+                0.9628419637542994,
+                0.9596794691642652,
+                0.9092740907525307,
+                1.049772063174192,
+                1.0411696038595801,
+                0.9953573619388768,
+                0.9968442343032266,
+                0.8156962912830921
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1591,
+    "cert_evals": {
+        "36": 0.49723759293556213,
+        "72": 0.2928176820278168,
+        "108": 0.0883977934718132,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-cancer/fold_1/result.json b/UCI_N6/ortho/runs/breast-cancer/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b44ac3a1a2c6d590689870637e558619c62c727
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-cancer/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.7391304347826086,
+    "test_acc": 0.7100591715976331,
+    "train_size": 71,
+    "val_size": 46,
+    "test_size": 169,
+    "stats": {
+        "mean": [
+            [
+                0.19254230985915494,
+                -0.19285994366197182,
+                0.20358705070422517,
+                0.009330281690140758,
+                -0.03202669014084532,
+                -0.08538911549295794,
+                -0.007489267605633831,
+                -0.18945425352112666,
+                -0.10300454929577448
+            ]
+        ],
+        "std": [
+            [
+                1.026498898055275,
+                1.0381849522269773,
+                0.8715501768246713,
+                1.1092478240870034,
+                1.0696236526518819,
+                1.0540261837033709,
+                0.9977471789729346,
+                0.7297492222931498,
+                1.0547842980526614
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1591,
+    "cert_evals": {
+        "36": 0.4911242723464966,
+        "72": 0.2840236723423004,
+        "108": 0.13017751276493073,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-cancer/fold_2/result.json b/UCI_N6/ortho/runs/breast-cancer/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..db364db93a980fc4e53c02fedf168b5b1b79015d
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-cancer/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.8666666666666667,
+    "test_acc": 0.6486486486486487,
+    "train_size": 71,
+    "val_size": 30,
+    "test_size": 185,
+    "stats": {
+        "mean": [
+            [
+                0.011582478873239406,
+                0.03857201408450704,
+                0.023010226760563364,
+                -0.21100099999999994,
+                0.1670883239436617,
+                -0.04723080000000009,
+                -0.17654230985915503,
+                0.10343116901408457,
+                -0.003924816901408183
+            ]
+        ],
+        "std": [
+            [
+                1.0328973500575376,
+                0.9120557342457011,
+                1.064258264362845,
+                0.5867856877712776,
+                0.7568737218929631,
+                1.003788410624883,
+                0.9711357918131928,
+                0.9987696871895037,
+                1.0006562466084945
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1591,
+    "cert_evals": {
+        "36": 0.5675675868988037,
+        "72": 0.45945948362350464,
+        "108": 0.3081081211566925,
+        "255": 0.0054054055362939835
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-cancer/fold_3/result.json b/UCI_N6/ortho/runs/breast-cancer/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e1a0fae0514ace52818e27373c9a6f38762d4e7
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-cancer/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.717391304347826,
+    "test_acc": 0.6923076923076923,
+    "train_size": 71,
+    "val_size": 46,
+    "test_size": 169,
+    "stats": {
+        "mean": [
+            [
+                0.10902253521126751,
+                -0.06428660563380281,
+                0.1099546112676056,
+                0.08277422535211261,
+                -0.1742519718309861,
+                0.18171905915492953,
+                -0.14836680281690146,
+                0.1854393802816902,
+                -0.16905770422535188
+            ]
+        ],
+        "std": [
+            [
+                0.9700145966779166,
+                1.0084610495616426,
+                1.0559460579933821,
+                1.206060152642598,
+                1.1213259288422783,
+                0.9728498213970074,
+                0.9776535548414097,
+                1.0665540888636171,
+                1.0843586560371206
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1591,
+    "cert_evals": {
+        "36": 0.5325443744659424,
+        "72": 0.3254438042640686,
+        "108": 0.05325444042682648,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-tissue/fold_0/result.json b/UCI_N6/ortho/runs/breast-tissue/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f2c0f07106a7a78e09c5629641152f0e6998c86d
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-tissue/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 44,
+    "best_val_acc": 0.625,
+    "test_acc": 0.625,
+    "train_size": 26,
+    "val_size": 16,
+    "test_size": 64,
+    "stats": {
+        "mean": [
+            [
+                0.05975213076923076,
+                -0.1700837961538461,
+                -0.07101548961538463,
+                -0.07560978846153853,
+                -0.09291733192307686,
+                -0.016577561538461575,
+                -0.04475990000000001,
+                -0.07285894230769238,
+                0.07173603846153843
+            ]
+        ],
+        "std": [
+            [
+                1.0224159106861461,
+                0.8445520785357892,
+                0.7741253936128145,
+                0.8853536860600771,
+                0.38729731508258874,
+                0.9582996830625056,
+                0.82333349002183,
+                0.8965544012774733,
+                1.0474511376253193
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1667,
+    "cert_evals": {
+        "36": 0.421875,
+        "72": 0.359375,
+        "108": 0.328125,
+        "255": 0.109375
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-tissue/fold_1/result.json b/UCI_N6/ortho/runs/breast-tissue/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2db7c4ee1e5554ade7cb1f1f0015033413542126
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-tissue/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.17647058823529413,
+    "test_acc": 0.2857142857142857,
+    "train_size": 26,
+    "val_size": 17,
+    "test_size": 63,
+    "stats": {
+        "mean": [
+            [
+                0.06515484615384612,
+                0.03429535384615387,
+                0.00023585769230772996,
+                0.02817068038461536,
+                0.29457321923076923,
+                0.28562573076923076,
+                0.1850123226923077,
+                0.007732330769230795,
+                0.09394715384615383
+            ]
+        ],
+        "std": [
+            [
+                1.0481371005758702,
+                0.9468687513118862,
+                0.9541555931791563,
+                1.161367210725673,
+                1.8089072605844074,
+                1.4326989403612587,
+                1.2263588432882497,
+                1.1230111041722295,
+                1.0768662243391771
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1667,
+    "cert_evals": {
+        "36": 0.2380952537059784,
+        "72": 0.222222238779068,
+        "108": 0.1428571492433548,
+        "255": 0.0634920671582222
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-tissue/fold_2/result.json b/UCI_N6/ortho/runs/breast-tissue/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..90631141fb838e38dc8ce648f2a50de0a857bb6f
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-tissue/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 15,
+    "best_val_acc": 0.22727272727272727,
+    "test_acc": 0.39655172413793105,
+    "train_size": 26,
+    "val_size": 22,
+    "test_size": 58,
+    "stats": {
+        "mean": [
+            [
+                0.1420645923076924,
+                -0.021972550769230735,
+                0.05583075653846149,
+                0.1584816346153846,
+                0.34043701807692306,
+                0.2878222653846154,
+                0.08915464576923074,
+                0.16733479230769233,
+                0.15722880769230765
+            ]
+        ],
+        "std": [
+            [
+                1.1134982409667369,
+                0.9816789499398818,
+                1.0050663167371856,
+                1.3274295018092825,
+                1.8473866317578664,
+                1.5489183023129736,
+                1.1110278693236766,
+                1.3406661330121303,
+                1.11545486536904
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1667,
+    "cert_evals": {
+        "36": 0.3103448152542114,
+        "72": 0.13793103396892548,
+        "108": 0.12068965286016464,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/breast-tissue/fold_3/result.json b/UCI_N6/ortho/runs/breast-tissue/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a8666369b3a1b105f088c1e4da3094dfb93f307
--- /dev/null
+++ b/UCI_N6/ortho/runs/breast-tissue/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.75,
+    "test_acc": 0.5147058823529411,
+    "train_size": 26,
+    "val_size": 12,
+    "test_size": 68,
+    "stats": {
+        "mean": [
+            [
+                0.1574124615384615,
+                0.10245514615384627,
+                0.03514549230769227,
+                0.3551133961538462,
+                0.3894629076923076,
+                0.3001374115384615,
+                0.28138883461538466,
+                0.3308483076923076,
+                0.1433466538461538
+            ]
+        ],
+        "std": [
+            [
+                1.080732063435857,
+                0.9803609509557707,
+                0.9980517989674806,
+                1.3433457176877586,
+                1.8319487646118202,
+                1.4349909430519747,
+                1.3440593710651376,
+                1.3474895378547405,
+                1.0747301574317993
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1667,
+    "cert_evals": {
+        "36": 0.22058823704719543,
+        "72": 0.13235294818878174,
+        "108": 0.05882352963089943,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/car/fold_0/result.json b/UCI_N6/ortho/runs/car/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..79abd05835db47e0badacde610ca927b9f68190b
--- /dev/null
+++ b/UCI_N6/ortho/runs/car/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.7962962962962963,
+    "test_acc": 0.7251461988304093,
+    "train_size": 432,
+    "val_size": 270,
+    "test_size": 1026,
+    "stats": {
+        "mean": [
+            [
+                0.08486305092592587,
+                -0.024837976851851778,
+                -1.3287037036350012e-06,
+                0.011336944444444445,
+                -0.03684506944444444,
+                -0.03401083333333333
+            ]
+        ],
+        "std": [
+            [
+                1.0016589891278265,
+                1.0231915721256846,
+                0.9608720065155524,
+                0.9785956932593036,
+                0.9832757136677825,
+                1.0299163223065575
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 765,
+    "cert_evals": {
+        "36": 0.5789473652839661,
+        "72": 0.4366471767425537,
+        "108": 0.3245614171028137,
+        "255": 0.0487329438328743
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/car/fold_1/result.json b/UCI_N6/ortho/runs/car/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5f653069287e284bea5e659e567f92d1551ab70
--- /dev/null
+++ b/UCI_N6/ortho/runs/car/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 43,
+    "best_val_acc": 0.8070866141732284,
+    "test_acc": 0.7677543186180422,
+    "train_size": 432,
+    "val_size": 254,
+    "test_size": 1042,
+    "stats": {
+        "mean": [
+            [
+                0.11177086574074095,
+                0.05174572685185183,
+                0.006257092592592696,
+                -0.014171180555555555,
+                0.00850270833333333,
+                -0.04251354166666666
+            ]
+        ],
+        "std": [
+            [
+                1.0027127363181396,
+                1.0149158181522542,
+                1.0007483470954381,
+                0.9838637435503522,
+                0.9979369093278955,
+                0.9935806706647962
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 765,
+    "cert_evals": {
+        "36": 0.5930901765823364,
+        "72": 0.383877158164978,
+        "108": 0.1842610239982605,
+        "255": 0.0009596928721293807
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/car/fold_2/result.json b/UCI_N6/ortho/runs/car/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..022e7cbb0fc8e9a3e4fde51ed24f346ebedb2e0a
--- /dev/null
+++ b/UCI_N6/ortho/runs/car/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 73,
+    "best_val_acc": 0.828,
+    "test_acc": 0.7973231357552581,
+    "train_size": 432,
+    "val_size": 250,
+    "test_size": 1046,
+    "stats": {
+        "mean": [
+            [
+                0.03725695833333315,
+                -0.008279379629629494,
+                -0.017212699074074026,
+                -0.022673888888888886,
+                0.11053520833333332,
+                -0.005668472222222222
+            ]
+        ],
+        "std": [
+            [
+                1.015550913169218,
+                1.0070528609914111,
+                1.0176501107132674,
+                0.9748453883737107,
+                1.0057305909552958,
+                0.9857113000295774
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 765,
+    "cert_evals": {
+        "36": 0.6883364915847778,
+        "72": 0.5755258202552795,
+        "108": 0.45889100432395935,
+        "255": 0.0630975142121315
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/car/fold_3/result.json b/UCI_N6/ortho/runs/car/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0feccae935cec60f039bfc8c8fb31db63e6f2cd0
--- /dev/null
+++ b/UCI_N6/ortho/runs/car/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 66,
+    "best_val_acc": 0.7765567765567766,
+    "test_acc": 0.7683284457478006,
+    "train_size": 432,
+    "val_size": 273,
+    "test_size": 1023,
+    "stats": {
+        "mean": [
+            [
+                0.006209462962963474,
+                0.006209476851851934,
+                -0.0015661527777777126,
+                -0.017005416666666662,
+                0.02267388888888889,
+                -0.04534777777777777
+            ]
+        ],
+        "std": [
+            [
+                1.0216642383326442,
+                0.997836524752538,
+                0.9973262178910823,
+                0.9855809020000981,
+                1.020073036790825,
+                0.9917072748761516
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 765,
+    "cert_evals": {
+        "36": 0.6608015894889832,
+        "72": 0.5112414360046387,
+        "108": 0.32649070024490356,
+        "255": 0.0166177898645401
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/cardiotocography-10clases/fold_0/result.json b/UCI_N6/ortho/runs/cardiotocography-10clases/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6213bd8c45e7fe65fe998dfd94eaaa49de88bdf6
--- /dev/null
+++ b/UCI_N6/ortho/runs/cardiotocography-10clases/fold_0/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 40,
+    "best_val_acc": 0.6520376175548589,
+    "test_acc": 0.6105015673981191,
+    "train_size": 531,
+    "val_size": 319,
+    "test_size": 1276,
+    "stats": {
+        "mean": [
+            [
+                0.05696145216572526,
+                0.04547308248587554,
+                0.02537313540489641,
+                0.00411199623352259,
+                0.004895357815442945,
+                0.008270713935970049,
+                0.005839290018833664,
+                -0.016622836393596845,
+                0.056058268926553946,
+                -0.03742293794726937,
+                0.012369841544256039,
+                0.0072619020715631285,
+                0.009574918079096046,
+                0.031539144971751344,
+                0.013908543314500948,
+                0.011100862523540712,
+                0.04299334557438753,
+                0.0388642668549907,
+                0.03971033022598931,
+                0.04886574700564973,
+                0.01822254990583819
+            ]
+        ],
+        "std": [
+            [
+                0.9791003932834449,
+                1.021744482805594,
+                1.1340682159044895,
+                1.0045684160238317,
+                1.0167341100485954,
+                1.0690427250537498,
+                1.0300221271732741,
+                1.0094253367928134,
+                1.0210603991574776,
+                0.9572713912379988,
+                1.0483212024662971,
+                1.0072461534048065,
+                1.0014897901284459,
+                0.9804849453944862,
+                0.9885214019890697,
+                1.0745697261946487,
+                0.992143934303644,
+                0.984246843865331,
+                0.9805974247887139,
+                1.1272267847632704,
+                1.0038856117840471
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8583,
+    "cert_evals": {
+        "36": 0.5250783562660217,
+        "72": 0.4208463728427887,
+        "108": 0.33542320132255554,
+        "255": 0.08385580033063889
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/cardiotocography-10clases/fold_1/result.json b/UCI_N6/ortho/runs/cardiotocography-10clases/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e6a507913ec114267df81f067cbd1633b83d729d
--- /dev/null
+++ b/UCI_N6/ortho/runs/cardiotocography-10clases/fold_1/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 39,
+    "best_val_acc": 0.6322188449848024,
+    "test_acc": 0.6240126382306477,
+    "train_size": 531,
+    "val_size": 329,
+    "test_size": 1266,
+    "stats": {
+        "mean": [
+            [
+                0.02423730847457605,
+                0.013319074199623025,
+                0.015243735216572874,
+                0.004751267419963072,
+                -0.009100580225987828,
+                0.008270713935970045,
+                0.024992621468926206,
+                0.03573573145009404,
+                -0.005775212429378253,
+                -0.0017990462335216943,
+                -0.04130081879472713,
+                0.004844720715630924,
+                0.008810358945386055,
+                0.025032086685499028,
+                -0.003331445386064059,
+                0.003099077212806293,
+                0.013448002824858358,
+                0.00903407777777766,
+                0.006905300357815675,
+                0.014681350583804143,
+                -0.02494074199623351
+            ]
+        ],
+        "std": [
+            [
+                0.9901364010340642,
+                1.0331843009790576,
+                1.0385537848348627,
+                1.004594460707876,
+                0.9939531654620118,
+                1.0690427250537498,
+                1.1059904833090093,
+                1.0066519698467797,
+                0.9947251360209003,
+                1.007854194532267,
+                0.9613978699084029,
+                1.0039167957400732,
+                1.0015612937949965,
+                1.0093255157872945,
+                0.9891264460600468,
+                0.9170858677231267,
+                1.0232842600875196,
+                0.9997950684728752,
+                1.0142818567858394,
+                1.0064323164990734,
+                0.9910108983737475
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8583,
+    "cert_evals": {
+        "36": 0.5363349318504333,
+        "72": 0.43364930152893066,
+        "108": 0.330963671207428,
+        "255": 0.09320694953203201
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/cardiotocography-10clases/fold_2/result.json b/UCI_N6/ortho/runs/cardiotocography-10clases/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..065ab9c3ea7f48acecaec421817197bf923a3a3f
--- /dev/null
+++ b/UCI_N6/ortho/runs/cardiotocography-10clases/fold_2/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 84,
+    "best_val_acc": 0.7032640949554896,
+    "test_acc": 0.6160572337042926,
+    "train_size": 531,
+    "val_size": 337,
+    "test_size": 1258,
+    "stats": {
+        "mean": [
+            [
+                -0.017864035781544274,
+                0.006498658568738066,
+                0.055962871563087456,
+                0.031599305084746454,
+                -0.01800729736346521,
+                0.008270713935970026,
+                -0.010121785310734386,
+                0.06804887372881353,
+                -0.026457461770244318,
+                -0.009681385969868147,
+                -0.06351851043314512,
+                0.0022826497175141396,
+                0.0007831224105461175,
+                0.006246139887005633,
+                0.020293879472693028,
+                -0.039576907721280453,
+                -0.031042671939736536,
+                -0.02997460489642182,
+                -0.02915410564971728,
+                -0.03835001242937842,
+                -0.02802381167608266
+            ]
+        ],
+        "std": [
+            [
+                0.9840240485333955,
+                1.0369630058509158,
+                1.3077211738329413,
+                0.9781910820406798,
+                0.9593815683814114,
+                1.0690427250537495,
+                0.9831811654899777,
+                1.0030139105693259,
+                0.9410382228102027,
+                1.0102835335540883,
+                0.9567918855139759,
+                0.9840184308800868,
+                0.9460545431142556,
+                1.0343625123637432,
+                0.9972026659995562,
+                0.9845178278494092,
+                0.982127775954673,
+                0.9875424397739129,
+                0.9974176458730358,
+                0.9332863192875079,
+                1.005191404704601
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8583,
+    "cert_evals": {
+        "36": 0.531001627445221,
+        "72": 0.44276630878448486,
+        "108": 0.36883944272994995,
+        "255": 0.12082671374082565
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/cardiotocography-10clases/fold_3/result.json b/UCI_N6/ortho/runs/cardiotocography-10clases/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b5e6353842d7e1912643a4c15fb35f80f9ba3bdd
--- /dev/null
+++ b/UCI_N6/ortho/runs/cardiotocography-10clases/fold_3/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 60,
+    "best_val_acc": 0.6740506329113924,
+    "test_acc": 0.6059421422986708,
+    "train_size": 531,
+    "val_size": 316,
+    "test_size": 1279,
+    "stats": {
+        "mean": [
+            [
+                0.00242115593220332,
+                -0.035886080602636754,
+                -0.03572555838041413,
+                -0.01890058003766386,
+                -0.032639473446328435,
+                0.008270713935969828,
+                -0.010121798493407167,
+                0.037159613276836166,
+                -0.026031056685498998,
+                -0.0068150113747645945,
+                -0.01142061785310738,
+                -0.00994834726930324,
+                -0.03017912354048965,
+                -0.07131180037664787,
+                -0.020571447269303055,
+                -0.026240708097928056,
+                0.01977089152542346,
+                -0.0009897885122410945,
+                0.008988329585687696,
+                -0.027821750659133063,
+                0.07988433521657268
+            ]
+        ],
+        "std": [
+            [
+                0.9646815053252067,
+                0.9964364169189934,
+                0.8667767137648238,
+                0.9918320242400497,
+                0.9443068366192023,
+                1.0690427250537484,
+                0.9028491559082471,
+                0.9963685539925591,
+                0.9378981844514512,
+                0.9990211691032591,
+                0.9968931340694016,
+                0.9947823538218709,
+                1.01034823063542,
+                0.9491639320099594,
+                0.9768788202272297,
+                0.8919007118681375,
+                0.9486367993709804,
+                0.9697075304143699,
+                0.975375266216865,
+                0.9399010412320569,
+                0.9783943677709094
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8583,
+    "cert_evals": {
+        "36": 0.5152462720870972,
+        "72": 0.4034402072429657,
+        "108": 0.3088350296020508,
+        "255": 0.07427678257226944
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/cardiotocography-3clases/fold_0/result.json b/UCI_N6/ortho/runs/cardiotocography-3clases/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..69b2c7353a367d0f152c2b770c10de36740e5136
--- /dev/null
+++ b/UCI_N6/ortho/runs/cardiotocography-3clases/fold_0/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 37,
+    "best_val_acc": 0.8947368421052632,
+    "test_acc": 0.8616352201257862,
+    "train_size": 531,
+    "val_size": 323,
+    "test_size": 1272,
+    "stats": {
+        "mean": [
+            [
+                -0.030111656873823105,
+                -0.003732127118644177,
+                0.01116787758945438,
+                -0.08985611299434969,
+                -0.00846454877589486,
+                0.008270713935970052,
+                0.01860809416195951,
+                0.07714044712806034,
+                -0.005562035969867772,
+                -0.02718609557438801,
+                -0.012457818041431213,
+                0.012724705461393555,
+                -0.02157851902071565,
+                -0.007921984030131852,
+                0.03306414218455754,
+                0.04044068926553697,
+                -0.048516965348399554,
+                -0.04458778192090391,
+                -0.03123695568738192,
+                0.02170018583804156,
+                -0.018774542372881505
+            ]
+        ],
+        "std": [
+            [
+                1.0267196734843282,
+                1.0079165135088577,
+                0.9473557451244335,
+                0.9914796817927604,
+                1.004413984395137,
+                1.0690427250537498,
+                1.0265337126752654,
+                1.0005000887455053,
+                1.027745709308044,
+                0.9908319242282088,
+                1.0037543771306683,
+                1.0398975301195088,
+                1.0062327099761543,
+                1.0841869723664168,
+                1.0142218392015123,
+                1.151741953917099,
+                1.0734457791437295,
+                1.0354213623061976,
+                1.0200885928553527,
+                1.1205840477329363,
+                1.0030899076810105
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8282,
+    "cert_evals": {
+        "36": 0.8238993287086487,
+        "72": 0.7908805012702942,
+        "108": 0.7492138147354126,
+        "255": 0.525943398475647
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/cardiotocography-3clases/fold_1/result.json b/UCI_N6/ortho/runs/cardiotocography-3clases/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4105e9387cd2e854e9dd44c95e692045c5b2930
--- /dev/null
+++ b/UCI_N6/ortho/runs/cardiotocography-3clases/fold_1/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 46,
+    "best_val_acc": 0.8803680981595092,
+    "test_acc": 0.8707643814026793,
+    "train_size": 531,
+    "val_size": 326,
+    "test_size": 1269,
+    "stats": {
+        "mean": [
+            [
+                0.016391169491525318,
+                0.0011396926553671261,
+                -0.02373987099811634,
+                0.03607396610169575,
+                -0.010373017325799852,
+                0.00827071393597003,
+                0.012223685499058473,
+                0.010651874764595136,
+                0.01981098888888896,
+                0.01887923308851223,
+                -0.018915777890772333,
+                -0.015072648775894497,
+                0.009447557815442556,
+                -0.017157672448210953,
+                -0.006524062146892641,
+                -0.03690971751412391,
+                -0.03587095574387965,
+                -0.017897674387947204,
+                -0.022515022862523364,
+                0.011496865838041524,
+                -0.04343927306967993
+            ]
+        ],
+        "std": [
+            [
+                0.9391569592897272,
+                1.0230906606141204,
+                0.9581004188558814,
+                0.9835526445831309,
+                0.9979926559581693,
+                1.0690427250537498,
+                1.0123898646052452,
+                1.000643989202775,
+                1.0328535759777588,
+                1.0412458470198602,
+                1.0101002215424937,
+                1.0019895656154183,
+                1.0176643747680885,
+                0.9912502978877031,
+                0.9736333689619006,
+                0.8842664932785655,
+                1.039084545290219,
+                0.9977498578188039,
+                0.9855549645903211,
+                1.0605253991894208,
+                1.000119457990836
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8282,
+    "cert_evals": {
+        "36": 0.8376674652099609,
+        "72": 0.8014184236526489,
+        "108": 0.7438928484916687,
+        "255": 0.5035461187362671
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/cardiotocography-3clases/fold_2/result.json b/UCI_N6/ortho/runs/cardiotocography-3clases/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d45f507652f17c98a13f23086760653354438436
--- /dev/null
+++ b/UCI_N6/ortho/runs/cardiotocography-3clases/fold_2/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.8696969696969697,
+    "test_acc": 0.8474308300395257,
+    "train_size": 531,
+    "val_size": 330,
+    "test_size": 1265,
+    "stats": {
+        "mean": [
+            [
+                0.011989649905837963,
+                0.017703763653483834,
+                -0.04815508248587558,
+                0.0878522580037672,
+                -0.0001940107344639859,
+                -0.0574620999999995,
+                0.04414582297551817,
+                0.04154100908662901,
+                0.0033932510357819923,
+                0.013044282391713674,
+                -0.042404981242937984,
+                0.04134378888888889,
+                -0.01985842806026365,
+                0.05704191233521654,
+                0.04647320527306972,
+                -0.06624954802259869,
+                0.0383948538606398,
+                0.015676433521657228,
+                0.03476359286252388,
+                0.0983877023352167,
+                -0.00027604896421838714
+            ]
+        ],
+        "std": [
+            [
+                1.0121411725514342,
+                1.0022698506112053,
+                0.7850107263672123,
+                1.021861659011844,
+                1.0205680703685656,
+                1.0,
+                1.0504178369202641,
+                0.9762037792485212,
+                0.9969033920323853,
+                1.0262088384173584,
+                0.9577094393711939,
+                1.018018865673482,
+                1.0072567026892174,
+                1.0240761987453126,
+                0.9864342700743015,
+                0.8655231462742808,
+                1.0132444325659744,
+                1.002180759880479,
+                1.0086965056851351,
+                1.1584443320466373,
+                0.9678154222739248
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8282,
+    "cert_evals": {
+        "36": 0.8118577003479004,
+        "72": 0.7786561250686646,
+        "108": 0.7233201265335083,
+        "255": 0.4166007936000824
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/cardiotocography-3clases/fold_3/result.json b/UCI_N6/ortho/runs/cardiotocography-3clases/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..be30654b995bc4ec83ab13ca92a50f4c130bc369
--- /dev/null
+++ b/UCI_N6/ortho/runs/cardiotocography-3clases/fold_3/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 30,
+    "best_val_acc": 0.8690095846645367,
+    "test_acc": 0.8666146645865834,
+    "train_size": 531,
+    "val_size": 313,
+    "test_size": 1282,
+    "stats": {
+        "mean": [
+            [
+                0.07590710470809812,
+                -0.024193697175141464,
+                -0.04779198342749522,
+                -0.03360304143126111,
+                0.029070319209039387,
+                -0.024595693032014893,
+                0.005839325800377342,
+                0.06772045080037671,
+                0.004032814877590208,
+                -0.01572106636534833,
+                -0.023934781092278794,
+                -0.0005697517890771726,
+                -0.008709438794726921,
+                -0.015583420433144993,
+                -0.012270593220338952,
+                0.01910270809792879,
+                -0.009544668926553972,
+                -0.0007485035781543035,
+                0.019792885216572968,
+                0.012601643615819754,
+                0.07063507344632772
+            ]
+        ],
+        "std": [
+            [
+                0.9774443663972388,
+                0.9691878598072985,
+                0.7938133543361705,
+                1.0258465761633682,
+                0.9993132346074002,
+                0.7566415100311142,
+                1.0194614547438874,
+                0.9883543548463236,
+                0.9952655430481072,
+                0.9924332095258233,
+                1.0409700820319554,
+                0.9838443180700808,
+                0.9913771235918427,
+                0.9821486224205357,
+                0.9651162627503362,
+                1.033340912804804,
+                1.0105779866484361,
+                1.0049118298763688,
+                0.989141891228224,
+                1.0204876585018856,
+                0.9866082018247349
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 8282,
+    "cert_evals": {
+        "36": 0.8361934423446655,
+        "72": 0.8010920286178589,
+        "108": 0.7597503662109375,
+        "255": 0.5156006217002869
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/chess-krvk/fold_0/result.json b/UCI_N6/ortho/runs/chess-krvk/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c002b6ca5f280355cb6609d7228fbbfbf3493227
--- /dev/null
+++ b/UCI_N6/ortho/runs/chess-krvk/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 41,
+    "best_val_acc": 0.21793658305726454,
+    "test_acc": 0.20587535680304472,
+    "train_size": 7014,
+    "val_size": 4226,
+    "test_size": 16816,
+    "stats": {
+        "mean": [
+            [
+                0.012324607927003232,
+                0.007078780439120998,
+                0.0020496236099223986,
+                -0.024108994297119334,
+                -0.0005551300684344027,
+                0.00494480253777899
+            ]
+        ],
+        "std": [
+            [
+                0.999931915679557,
+                1.0057899986789152,
+                1.0018138589619487,
+                0.9949807268406698,
+                1.0000689847213224,
+                1.0016960231746526
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 947,
+    "cert_evals": {
+        "36": 0.11602045595645905,
+        "72": 0.05280685052275658,
+        "108": 0.02360846847295761,
+        "255": 0.0016650808975100517
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/chess-krvk/fold_1/result.json b/UCI_N6/ortho/runs/chess-krvk/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5db20c54263c114a3adc3137afd95a84106cda79
--- /dev/null
+++ b/UCI_N6/ortho/runs/chess-krvk/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.24213762118704185,
+    "test_acc": 0.21417950395527272,
+    "train_size": 7014,
+    "val_size": 4229,
+    "test_size": 16813,
+    "stats": {
+        "mean": [
+            [
+                0.02662805560307895,
+                0.005693713430283323,
+                -0.0016727181351587745,
+                0.014426962075848423,
+                -0.007343462446535813,
+                0.00437411206158899
+            ]
+        ],
+        "std": [
+            [
+                0.9852094089714073,
+                0.9988688121679218,
+                1.0043106562162794,
+                0.9917902725212167,
+                0.9953541320225967,
+                0.995076350426718
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 947,
+    "cert_evals": {
+        "36": 0.11889608949422836,
+        "72": 0.05686076357960701,
+        "108": 0.02081722393631935,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/chess-krvk/fold_2/result.json b/UCI_N6/ortho/runs/chess-krvk/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4fa994ba774058ddd96200fe2bb086c6a4525a1b
--- /dev/null
+++ b/UCI_N6/ortho/runs/chess-krvk/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 39,
+    "best_val_acc": 0.22848311935330481,
+    "test_acc": 0.21293656450463294,
+    "train_size": 7014,
+    "val_size": 4206,
+    "test_size": 16836,
+    "stats": {
+        "mean": [
+            [
+                0.009281328200740034,
+                -0.0021550139720564235,
+                -0.004650539349872485,
+                0.006120143427431122,
+                -0.0004934166951813222,
+                0.0024717757342437065
+            ]
+        ],
+        "std": [
+            [
+                0.9905305563279689,
+                1.0007194352174467,
+                1.0073929861352688,
+                0.996792137495875,
+                0.995664797353786,
+                0.9984373474066448
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 947,
+    "cert_evals": {
+        "36": 0.12485150992870331,
+        "72": 0.06634592264890671,
+        "108": 0.029579471796751022,
+        "255": 0.00041577572119422257
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/chess-krvk/fold_3/result.json b/UCI_N6/ortho/runs/chess-krvk/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f8da4a07a1320fd7771d697b608ac86e51e74ada
--- /dev/null
+++ b/UCI_N6/ortho/runs/chess-krvk/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 45,
+    "best_val_acc": 0.2351288056206089,
+    "test_acc": 0.21583591700453136,
+    "train_size": 7014,
+    "val_size": 4270,
+    "test_size": 16772,
+    "stats": {
+        "mean": [
+            [
+                0.0038034088964931244,
+                -0.012312182207011678,
+                0.00825354519532299,
+                -0.012616928286283908,
+                0.00814625808383194,
+                0.012173608639860799
+            ]
+        ],
+        "std": [
+            [
+                0.9903915605524702,
+                0.991199162231707,
+                1.011474563134033,
+                0.9971077092137348,
+                0.999255185770078,
+                1.0033642166267953
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 947,
+    "cert_evals": {
+        "36": 0.12240638583898544,
+        "72": 0.05634390562772751,
+        "108": 0.023908894509077072,
+        "255": 0.00023849272110965103
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/chess-krvkp/fold_0/result.json b/UCI_N6/ortho/runs/chess-krvkp/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9940e5afd2452cae408d187b9b144f193f346729
--- /dev/null
+++ b/UCI_N6/ortho/runs/chess-krvkp/fold_0/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 32,
+    "best_val_acc": 0.9719827586206896,
+    "test_acc": 0.9736161407139162,
+    "train_size": 799,
+    "val_size": 464,
+    "test_size": 1933,
+    "stats": {
+        "mean": [
+            [
+                -0.012910581977471696,
+                0.0232343479349185,
+                0.01974840050062684,
+                -0.006236645807259704,
+                0.016582745932415422,
+                0.011297774718398169,
+                0.042862941176470284,
+                0.03031926157697225,
+                0.0180404605757215,
+                -0.010202853566957767,
+                -0.00189366082603287,
+                -0.016319619524404437,
+                0.0033822653316640658,
+                -0.03204078085106409,
+                0.0705100575719649,
+                0.02903828535669439,
+                -0.03100208760951203,
+                -0.008096886107634134,
+                -0.03482669524405622,
+                0.019232514392990924,
+                0.012952405506882283,
+                0.028141539424280874,
+                0.012118360450564641,
+                -0.021248015018773447,
+                -0.016025085481852858,
+                5.306633288432277e-07,
+                -0.020626277847311296,
+                -0.017688700000000283,
+                0.0857653942428025,
+                -0.03719805506883507,
+                0.005740868585732433,
+                0.07288125406758252,
+                0.025791864831039592,
+                -0.00712086608260405,
+                -0.040342160200250346,
+                -0.05876795494368149
+            ]
+        ],
+        "std": [
+            [
+                0.9837163023685394,
+                1.0378682164982054,
+                1.0465982807867846,
+                0.9915165284267596,
+                1.005530465952035,
+                1.0006602278791406,
+                1.010781822340367,
+                1.0199155022259125,
+                1.0041109770934162,
+                0.9954304425556489,
+                0.999580748645936,
+                0.9784729377035531,
+                1.001226355888721,
+                0.7309839212424674,
+                1.0450840322089407,
+                1.0585050069556725,
+                0.9104979964986178,
+                1.0030733244153598,
+                0.7855814376765642,
+                1.0182546843992308,
+                1.0103378991543899,
+                1.020315666869466,
+                1.0226041285721963,
+                0.9944445166738229,
+                0.8530722671343124,
+                0.9998428506463546,
+                0.958403864877632,
+                1.0,
+                1.297598626233983,
+                0.9108937768595846,
+                1.0046803731698561,
+                1.1311938967311475,
+                1.0059129579966133,
+                1.0017029704517841,
+                1.020154120299574,
+                0.9629351207831572
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 23839,
+    "cert_evals": {
+        "36": 0.955509603023529,
+        "72": 0.9270564317703247,
+        "108": 0.8841180205345154,
+        "255": 0.42110711336135864
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/chess-krvkp/fold_1/result.json b/UCI_N6/ortho/runs/chess-krvkp/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..27615c293cd8347cd1a5084c54bedc1cbc2650c1
--- /dev/null
+++ b/UCI_N6/ortho/runs/chess-krvkp/fold_1/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 48,
+    "best_val_acc": 0.9800443458980045,
+    "test_acc": 0.9732785200411099,
+    "train_size": 799,
+    "val_size": 451,
+    "test_size": 1946,
+    "stats": {
+        "mean": [
+            [
+                -0.0009927534418022186,
+                0.018342768460575525,
+                -0.06582760575719632,
+                -0.0020792615769724375,
+                0.051078400500625745,
+                0.011297774718398223,
+                -0.03506647058823558,
+                -0.021223376720899582,
+                -0.03866361702127398,
+                -0.02380752190237722,
+                -0.014526558197747444,
+                0.016318818523153884,
+                0.006087788485606497,
+                0.07781297659574443,
+                -0.04009326658322881,
+                0.017423181476844563,
+                -0.016413096370462833,
+                -0.032386387984980926,
+                0.020896709511889343,
+                0.0017488035043802706,
+                0.0032379173967446036,
+                -0.04377830913642133,
+                0.00134634543179087,
+                -0.008370843554443178,
+                -0.01602508548185286,
+                -0.05699136670838574,
+                0.012376380475592372,
+                -0.017688700000000283,
+                0.023390775969961416,
+                0.03719677847309204,
+                0.005740868585732397,
+                -0.004124948685859613,
+                0.002579862327909166,
+                -0.025243699624531293,
+                -0.02052447684605754,
+                0.019589255319148336
+            ]
+        ],
+        "std": [
+            [
+                0.9986195311743077,
+                1.0300230852190024,
+                0.8216604611116667,
+                0.9970790771407829,
+                1.0163955081800622,
+                1.0006602278791408,
+                0.9894273630441428,
+                0.9849960711322177,
+                0.9895223747807858,
+                0.9893503391280706,
+                0.9977270081722001,
+                1.0205058915949463,
+                1.0023223894472089,
+                1.4564544306041578,
+                0.9790108101412359,
+                1.0355371587989588,
+                0.9537117155994841,
+                1.0123108404588719,
+                1.108181480971759,
+                1.001546561141509,
+                1.0024924985959782,
+                0.9655037096440781,
+                1.0024053099202712,
+                0.9977739015125082,
+                0.8530722671343125,
+                1.021876104669329,
+                1.0237032374075374,
+                1.0,
+                1.0898218142005072,
+                1.080220497632301,
+                1.0046803731698557,
+                0.9917285097795778,
+                1.000482486194206,
+                1.0061895454376688,
+                1.0104282205557285,
+                1.0110875620192163
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 23839,
+    "cert_evals": {
+        "36": 0.9491264224052429,
+        "72": 0.9146968722343445,
+        "108": 0.8576567769050598,
+        "255": 0.41983556747436523
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/chess-krvkp/fold_2/result.json b/UCI_N6/ortho/runs/chess-krvkp/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..87e4c41d6d2a8f1cde13436c5671a1c3e2ac2c6e
--- /dev/null
+++ b/UCI_N6/ortho/runs/chess-krvkp/fold_2/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.968421052631579,
+    "test_acc": 0.9682622268470343,
+    "train_size": 799,
+    "val_size": 475,
+    "test_size": 1922,
+    "stats": {
+        "mean": [
+            [
+                0.04270595118898613,
+                -0.035464605757197565,
+                -0.026330987484355414,
+                0.010392891113891287,
+                0.024543281602002653,
+                -0.001253777221526715,
+                -0.011687647058824222,
+                -0.02728721652065032,
+                0.0025757121401775553,
+                -0.07006339424280264,
+                -0.0018936608260329234,
+                -0.004080205256570354,
+                0.04125958948685799,
+                -0.03204078085106409,
+                -0.02626784230287835,
+                -0.023229682102629934,
+                0.041942868585731145,
+                0.01619261576971138,
+                0.006965858322903206,
+                -0.001747938673341953,
+                -0.05828717396746041,
+                0.04064933917396773,
+                0.06597843554443104,
+                -0.018672580725907748,
+                0.005341821777221022,
+                -0.005427269086358065,
+                0.03437815269086148,
+                -0.017688700000000283,
+                -0.007796533166459127,
+                -6.382978713675692e-07,
+                -0.04346299874843527,
+                0.01787682352940982,
+                -0.03610680851063828,
+                0.04465865832290276,
+                0.019110889862328,
+                0.03990408760951166
+            ]
+        ],
+        "std": [
+            [
+                1.0503026614950781,
+                0.9377299469744113,
+                0.9332222466570044,
+                1.0134812577120929,
+                1.0081529457229899,
+                0.9997466732969692,
+                0.9965218768327301,
+                0.9806280790356154,
+                1.0004721494235536,
+                0.9669617912464558,
+                0.9995807486459362,
+                0.9945690429937961,
+                1.0158077550757176,
+                0.7309839212424674,
+                0.9989487460582208,
+                0.9496723729602274,
+                1.1079472020538745,
+                0.9931560757473815,
+                1.0372639011971079,
+                0.998134626824417,
+                0.9489971567418679,
+                1.0290373693626786,
+                1.116580541935386,
+                0.9951246155880097,
+                1.0441402229839951,
+                1.0021017867674258,
+                1.064445876205708,
+                1.0,
+                0.9678679341238935,
+                0.999842760601726,
+                0.9613338278133499,
+                1.0340832941176457,
+                0.9901571062749744,
+                0.9869400115230125,
+                0.9895000075374855,
+                1.0222216905424544
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 23839,
+    "cert_evals": {
+        "36": 0.9417273998260498,
+        "72": 0.9058272838592529,
+        "108": 0.8621228337287903,
+        "255": 0.44432884454727173
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/chess-krvkp/fold_3/result.json b/UCI_N6/ortho/runs/chess-krvkp/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2de0d52098807dd8d85bc18a5ca1d0d4ed0c6bd
--- /dev/null
+++ b/UCI_N6/ortho/runs/chess-krvkp/fold_3/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 36,
+    "best_val_acc": 0.962882096069869,
+    "test_acc": 0.9587416193914389,
+    "train_size": 799,
+    "val_size": 458,
+    "test_size": 1939,
+    "stats": {
+        "mean": [
+            [
+                0.0029798560700874874,
+                -0.015898287859826204,
+                0.013165630788484818,
+                -0.002079261576972459,
+                0.06434595994993732,
+                -0.0087847083854817,
+                -0.035066470588235754,
+                -0.021223376720899842,
+                0.012885544430540316,
+                -0.0755052615769703,
+                -0.07516446558197788,
+                0.004079404255319092,
+                0.041259589486858005,
+                0.04119505744680826,
+                -0.0069122853566958315,
+                -0.029037234042554844,
+                -0.01641309637046286,
+                -0.037784055068836316,
+                -0.03482669524405622,
+                -0.04370884480600792,
+                -0.035620035043805974,
+                0.04690323904881119,
+                -0.009425669586981995,
+                -0.00064454067584565,
+                -0.05875890000000068,
+                -0.04884966708385503,
+                0.0453790387984959,
+                -0.017688700000000283,
+                0.002599236545681054,
+                0.030997209011264834,
+                -0.05002351439299086,
+                0.006875937421775107,
+                -0.010315694618272687,
+                -0.04077755694618336,
+                0.004955401752189988,
+                0.10084858448060059
+            ]
+        ],
+        "std": [
+            [
+                1.003506639923147,
+                0.9726497119550556,
+                1.031291250931018,
+                0.9970790771407828,
+                1.0202330509186042,
+                0.9991224561764447,
+                0.9894273630441432,
+                0.9849960711322175,
+                1.0029259974983142,
+                0.9641477850388797,
+                0.9865314194046129,
+                1.0050737920779802,
+                1.0158077550757172,
+                1.2629201270580204,
+                0.9808444007141872,
+                0.9366196797544946,
+                0.9537117155994845,
+                1.0142732074093561,
+                0.7855814376765643,
+                0.9552444287880467,
+                0.9695039665985851,
+                1.033313842690941,
+                0.9816728244810887,
+                0.9996865943557063,
+                1.0,
+                1.0189528540341442,
+                1.0840757895240576,
+                1.0,
+                1.0102634466126872,
+                1.067334702526026,
+                0.9552142319361535,
+                1.0131869855246693,
+                0.9972193469515207,
+                1.0097604697449478,
+                0.9972056619226006,
+                1.052569358911855
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 23839,
+    "cert_evals": {
+        "36": 0.9406911134719849,
+        "72": 0.9102630615234375,
+        "108": 0.8808664679527283,
+        "255": 0.4579680263996124
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/congressional-voting/fold_0/result.json b/UCI_N6/ortho/runs/congressional-voting/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b065e629cd96b377b3fb2501dd30a12b1a6342e
--- /dev/null
+++ b/UCI_N6/ortho/runs/congressional-voting/fold_0/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.6140350877192983,
+    "test_acc": 0.5762081784386617,
+    "train_size": 109,
+    "val_size": 57,
+    "test_size": 269,
+    "stats": {
+        "mean": [
+            [
+                -0.05633650458715604,
+                -0.11779591743119261,
+                -0.04414557798165136,
+                -0.044145577981651356,
+                -0.1385431192660551,
+                -0.04414557798165139,
+                -0.026378550458715573,
+                0.11256628440366967,
+                -0.10507706422018329,
+                -0.054913027522935885,
+                -0.05395532110091718,
+                0.008270385321100901,
+                0.10771073394495408,
+                0.03500372477064211,
+                -0.000600422018348633,
+                -0.02276844036697253
+            ]
+        ],
+        "std": [
+            [
+                0.8184815616369955,
+                0.8313668954689791,
+                0.8538679440524577,
+                0.8538679440524576,
+                0.5219210944971431,
+                0.8538679440524588,
+                0.9259164552817457,
+                1.2484961570437194,
+                0.7457451590890042,
+                0.7568400989501728,
+                0.8761485096645807,
+                1.012504902324288,
+                1.1811957798165138,
+                1.0783310548027614,
+                0.9977827937237086,
+                0.9845600817644352
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4839,
+    "cert_evals": {
+        "36": 0.3011152446269989,
+        "72": 0.2825278639793396,
+        "108": 0.24163568019866943,
+        "255": 0.05204460769891739
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/congressional-voting/fold_1/result.json b/UCI_N6/ortho/runs/congressional-voting/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf75748af8bcc29a5d18e5ac062e5b3afbbb5a63
--- /dev/null
+++ b/UCI_N6/ortho/runs/congressional-voting/fold_1/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.625,
+    "test_acc": 0.5381679389312977,
+    "train_size": 109,
+    "val_size": 64,
+    "test_size": 262,
+    "stats": {
+        "mean": [
+            [
+                -0.00038625688073406236,
+                0.057688394495412916,
+                0.07259284403669729,
+                0.07259284403669727,
+                -0.08832123853211014,
+                0.01422363302752295,
+                -0.07830136697247703,
+                -0.08832123853211014,
+                0.10401949541284418,
+                -0.054913027522935885,
+                -0.09670699082568791,
+                0.043890183486238465,
+                -0.010408844036697309,
+                -0.05957216513761476,
+                0.22344607339449585,
+                0.020201284403669834
+            ]
+        ],
+        "std": [
+            [
+                0.9977358415203772,
+                1.0666277227790677,
+                1.1962128629178321,
+                1.196212862917833,
+                0.7346827772265264,
+                1.0408721364505138,
+                0.7595653225302291,
+                0.7346827772265264,
+                1.1887281938323424,
+                0.7568400989501728,
+                0.7623714803384029,
+                1.0685939449541277,
+                0.9788020482079224,
+                0.8432648555935023,
+                1.3191500469500397,
+                1.0109306979905373
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4839,
+    "cert_evals": {
+        "36": 0.2328244298696518,
+        "72": 0.20229007303714752,
+        "108": 0.17175573110580444,
+        "255": 0.015267175622284412
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/congressional-voting/fold_2/result.json b/UCI_N6/ortho/runs/congressional-voting/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c7cb62a217d814ec9051e7ed070883e61dfdf5c2
--- /dev/null
+++ b/UCI_N6/ortho/runs/congressional-voting/fold_2/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.5660377358490566,
+    "test_acc": 0.5714285714285714,
+    "train_size": 109,
+    "val_size": 53,
+    "test_size": 273,
+    "stats": {
+        "mean": [
+            [
+                -0.05633650458715604,
+                -0.0008063761467889231,
+                -0.044145577981651335,
+                -0.10251478899082538,
+                -0.08832123853211014,
+                0.014223633027522997,
+                -0.078301366972477,
+                -0.08832123853211014,
+                -0.14689637614678883,
+                -0.12773999999999977,
+                0.03154801834862407,
+                0.008270385321100882,
+                0.028964348623853046,
+                -0.012284220183486308,
+                -0.0006004220183486534,
+                0.04168614678899078
+            ]
+        ],
+        "std": [
+            [
+                0.8184815616369948,
+                0.9978460372285823,
+                0.853867944052458,
+                0.6065906343935914,
+                0.7346827772265261,
+                1.0408721364505131,
+                0.7595653225302292,
+                0.7346827772265265,
+                0.6117637925728782,
+                1.0,
+                1.062789656192666,
+                1.0125049023242882,
+                1.0520823572341493,
+                0.9691144875367229,
+                0.9977827937237085,
+                1.023184850832101
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4839,
+    "cert_evals": {
+        "36": 0.5457875728607178,
+        "72": 0.27106228470802307,
+        "108": 0.16117216646671295,
+        "255": 0.07692307978868484
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/congressional-voting/fold_3/result.json b/UCI_N6/ortho/runs/congressional-voting/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..10780443e1c61493cc84a8363b3a8fab66631196
--- /dev/null
+++ b/UCI_N6/ortho/runs/congressional-voting/fold_3/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.5352112676056338,
+    "test_acc": 0.5647058823529412,
+    "train_size": 109,
+    "val_size": 71,
+    "test_size": 255,
+    "stats": {
+        "mean": [
+            [
+                -0.0003862568807340379,
+                -0.05930114678899078,
+                0.014223633027522962,
+                -0.04414557798165134,
+                -0.03809935779816519,
+                -0.04414557798165141,
+                -0.026378550458715615,
+                0.012122522935779772,
+                -0.02143844036697227,
+                0.017913944954128333,
+                -0.0967069908256879,
+                0.07950998165137609,
+                0.028964348623853057,
+                -0.012284220183486292,
+                -0.0006004220183485913,
+                -0.02276844036697257
+            ]
+        ],
+        "std": [
+            [
+                0.9977358415203773,
+                0.9202474953183722,
+                1.0408721364505134,
+                0.8538679440524575,
+                0.8955844252869521,
+                0.8538679440524586,
+                0.9259164552817456,
+                1.0292422785092563,
+                0.9536270350654188,
+                1.0653667607530586,
+                0.7623714803384029,
+                1.1207507845689388,
+                1.0520823572341482,
+                0.9691144875367229,
+                0.9977827937237086,
+                0.9845600817644354
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 4839,
+    "cert_evals": {
+        "36": 0.529411792755127,
+        "72": 0.29019609093666077,
+        "108": 0.18039216101169586,
+        "255": 0.08627451211214066
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/conn-bench-sonar-mines-rocks/fold_0/result.json b/UCI_N6/ortho/runs/conn-bench-sonar-mines-rocks/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..78aad83d6c694793718b8e60fff2b70685f0dc8e
--- /dev/null
+++ b/UCI_N6/ortho/runs/conn-bench-sonar-mines-rocks/fold_0/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.7878787878787878,
+    "test_acc": 0.7723577235772358,
+    "train_size": 52,
+    "val_size": 33,
+    "test_size": 123,
+    "stats": {
+        "mean": [
+            [
+                0.07224829615384616,
+                0.06143836403846155,
+                0.17981892115384618,
+                0.18359467307692307,
+                0.17865188250000005,
+                0.18166694038461537,
+                0.13145928269230767,
+                0.3580806807692308,
+                0.2723380293846154,
+                0.32641636923076933,
+                0.3547530749999999,
+                0.27079468269230766,
+                0.2390470615384616,
+                0.08077609423076923,
+                0.06372549615384623,
+                0.027136992307692294,
+                -0.0707615403846154,
+                -0.013202551923076929,
+                0.07079190192307686,
+                0.14980152423076923,
+                0.19067387173076927,
+                0.18353470192307691,
+                0.09474908461538462,
+                0.11814903269230771,
+                0.12851396730769224,
+                0.09148541923076925,
+                0.007863109038461517,
+                -0.03280788846153844,
+                -0.038817317307692306,
+                -0.030111546153846168,
+                -0.06803155000000002,
+                -0.1759780653846154,
+                -0.09925099846153843,
+                -0.06391267884615386,
+                -0.10967796730769228,
+                -0.09900584423076922,
+                -0.07212157115384613,
+                -0.04979613730769235,
+                -0.014902880769230744,
+                -0.06563232307692309,
+                -0.19819578653846154,
+                -0.09516337250000001,
+                0.028546435961538493,
+                0.02690762884615383,
+                -0.051032306153846144,
+                -0.1709350942307693,
+                -0.15902759326923072,
+                0.05230017500000001,
+                -0.06006629230769232,
+                -0.14417805423076924,
+                0.04664167115384615,
+                0.035231851923076866,
+                0.10847407884615384,
+                0.0320697788461538,
+                0.014380650000000059,
+                0.1584930519230769,
+                0.24879878846153847,
+                -0.06910759711538458,
+                -0.04868835576923079,
+                -0.009460907692307728
+            ]
+        ],
+        "std": [
+            [
+                0.8826781365757673,
+                0.8736204750730865,
+                1.0631193826022287,
+                1.0559935051069889,
+                1.0948164691784295,
+                0.9911164668100656,
+                1.058133601574446,
+                1.1345779651029129,
+                1.2612720115229583,
+                1.3050289136088924,
+                1.2242580940441732,
+                1.1507745621698449,
+                0.9449561434126305,
+                0.9761316418147328,
+                1.0515687251009254,
+                1.0336058228027496,
+                1.0092336792759293,
+                0.9721128786372969,
+                0.9828570204269845,
+                1.0526094050032175,
+                1.007626826074757,
+                0.9451553241613345,
+                1.0688742655635421,
+                1.1766129754915444,
+                1.0893546356638915,
+                0.9472223527353211,
+                0.9975324667404246,
+                0.9442106678014526,
+                0.9147349976996598,
+                0.8924870761180707,
+                0.9115618167344114,
+                0.9476131762252616,
+                0.9936735012487963,
+                1.091198911266045,
+                1.0880994377807855,
+                1.058748260466537,
+                1.0322810862952991,
+                1.0794760575131008,
+                1.0563032817583005,
+                1.063491740689508,
+                0.9911947467095144,
+                0.9289066519838143,
+                1.060366924720947,
+                1.0624085035469397,
+                0.8715483240662897,
+                0.6896203094035522,
+                0.7267883935975691,
+                0.928021673885073,
+                0.8751357100836189,
+                0.7223660360736314,
+                0.7383172079055456,
+                0.8199366242592814,
+                1.0798630214435168,
+                1.1347800621794066,
+                0.9003324355296055,
+                1.2234839576090903,
+                1.1067568444114322,
+                0.7263873158583661,
+                0.9265847016853823,
+                0.8105858418957635
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 65647,
+    "cert_evals": {
+        "36": 0.6910569071769714,
+        "72": 0.6341463327407837,
+        "108": 0.5365853309631348,
+        "255": 0.28455284237861633
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/conn-bench-sonar-mines-rocks/fold_1/result.json b/UCI_N6/ortho/runs/conn-bench-sonar-mines-rocks/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..89a00abeb7472b6e782c4eb9a77d4838cf47d20a
--- /dev/null
+++ b/UCI_N6/ortho/runs/conn-bench-sonar-mines-rocks/fold_1/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.8620689655172413,
+    "test_acc": 0.8267716535433071,
+    "train_size": 52,
+    "val_size": 29,
+    "test_size": 127,
+    "stats": {
+        "mean": [
+            [
+                -0.1496621807692307,
+                -0.08903577807692303,
+                -0.14030929807692305,
+                -0.035338826923076924,
+                0.08386959669423068,
+                0.09199651153846154,
+                0.14088967307692307,
+                0.07056369423076922,
+                -0.0025582480769230555,
+                0.009174194230769301,
+                0.0818218730769231,
+                0.08237485384615381,
+                0.04123067288461538,
+                -0.00616768461538463,
+                -0.028849084615384605,
+                -0.04050276923076927,
+                -0.0212545653846154,
+                -0.05132907923076921,
+                -0.04626740192307692,
+                -0.07403159615384614,
+                -0.05252051923076921,
+                0.030670448076923096,
+                -0.021138782692307692,
+                0.005048434615384597,
+                0.09778213076923079,
+                0.2050811269230769,
+                0.18951900000000002,
+                0.09827862115384613,
+                0.07715956730769227,
+                0.1654723846153846,
+                0.07360706730769234,
+                -0.012788405769230859,
+                -0.07698564038461544,
+                -0.11772723500000001,
+                -0.012259624999999958,
+                0.0018293673076923635,
+                -0.07115984249999997,
+                -0.07953136711538462,
+                -0.04274317096153846,
+                -0.03792623653846152,
+                -0.08625715769230768,
+                -0.05082718653846153,
+                0.0639244403846154,
+                0.05993298846153846,
+                0.008120661730769264,
+                -0.03299837499999998,
+                -0.08261534326923076,
+                -0.13786070961538463,
+                -0.11194899807692303,
+                -0.1165946903846154,
+                -0.11254034384615383,
+                -0.09731205576923077,
+                -0.10915543461538466,
+                -0.020348332692307698,
+                -0.03527259615384616,
+                -0.05305450769230768,
+                -0.0766177076923077,
+                0.017685547115384614,
+                0.05708845576923076,
+                0.13349773076923077
+            ]
+        ],
+        "std": [
+            [
+                0.808987901180408,
+                0.6916743939877592,
+                0.6533719713044063,
+                0.7289409087743024,
+                0.9799815957215703,
+                1.1546934744155954,
+                1.0489671907417901,
+                1.0406351665781963,
+                1.06602300100525,
+                0.9855510401092009,
+                0.941611877990984,
+                0.874334438804182,
+                0.8948617088044496,
+                0.9284777014495024,
+                0.9652796384670821,
+                0.9176168045360895,
+                0.9187448624511494,
+                0.9637941840958039,
+                1.036895695822955,
+                1.080455047426266,
+                1.0569445623516454,
+                1.027280062203057,
+                0.9972067893847262,
+                0.9558109386682533,
+                0.9135564279343454,
+                0.9323450964074564,
+                0.9165881179625035,
+                0.9150530169961677,
+                0.8966782811687405,
+                0.9697039290944067,
+                1.0552459326194796,
+                1.0678782438443375,
+                1.0350794282536124,
+                0.981036806175182,
+                1.0268794592105523,
+                1.049486682131856,
+                1.0562822257610098,
+                1.0082564159163012,
+                1.008195204043701,
+                1.0704359719340684,
+                1.0356445372719016,
+                0.9497252302544834,
+                1.0265656593627723,
+                1.1425919880616457,
+                0.984594565229331,
+                0.9387504917802769,
+                0.9538513934843633,
+                0.9644663205759176,
+                0.9826957464876444,
+                0.906104614495397,
+                0.6863012460053298,
+                0.8135699574469399,
+                0.8718984903633391,
+                0.87106180576059,
+                0.9705550873133266,
+                0.7881063937322114,
+                1.0305107562527829,
+                0.9850679024115949,
+                1.0840227025091698,
+                0.955646054806482
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 65647,
+    "cert_evals": {
+        "36": 0.7559055089950562,
+        "72": 0.7401574850082397,
+        "108": 0.6377952694892883,
+        "255": 0.29921260476112366
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/conn-bench-sonar-mines-rocks/fold_2/result.json b/UCI_N6/ortho/runs/conn-bench-sonar-mines-rocks/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e813a92f87485e1b55362b7d5912fcb103d2c5ea
--- /dev/null
+++ b/UCI_N6/ortho/runs/conn-bench-sonar-mines-rocks/fold_2/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 0.9393939393939394,
+    "test_acc": 0.8130081300813008,
+    "train_size": 52,
+    "val_size": 33,
+    "test_size": 123,
+    "stats": {
+        "mean": [
+            [
+                -0.11352727307692301,
+                0.005484550769230757,
+                0.14128544711538463,
+                0.01698709807692309,
+                -0.05546616484423073,
+                0.015633542307692313,
+                0.01695465576923076,
+                0.007012186538461534,
+                0.16428315769230764,
+                0.1885259807692308,
+                0.17271181923076925,
+                0.10288603057692303,
+                0.035842053846153805,
+                0.06598513846153845,
+                0.024155067307692363,
+                -0.031890009615384636,
+                -0.09900835576923078,
+                -0.06074108884615382,
+                -0.057217736538461544,
+                -0.05421212307692307,
+                0.009597998076923055,
+                0.08198633076923077,
+                0.0738865326923077,
+                0.11153800000000001,
+                0.12820763269230767,
+                0.1497061423076923,
+                0.17804224999999999,
+                0.12074562557692313,
+                0.011866653846153862,
+                0.02657458461538462,
+                0.08961283461538459,
+                0.012436888461538488,
+                -0.15344758865384617,
+                -0.25327539384615383,
+                -0.1676381884615385,
+                -0.08097806538461542,
+                0.010272027115384563,
+                0.0761040280769231,
+                0.07725368461538452,
+                0.01526856923076923,
+                0.09035966538461546,
+                -0.018093585576923078,
+                -0.08110181153846155,
+                -0.05179539615384614,
+                -0.062206399423076895,
+                -0.05773718076923074,
+                -0.015536751903846145,
+                -0.05303988461538456,
+                -0.0334830886538462,
+                -0.019491399423076903,
+                -0.014853353461538439,
+                -0.04920472788461536,
+                -0.013006382692307706,
+                -0.11464770384615387,
+                -0.22059024807692304,
+                -0.20056836153846153,
+                -0.17135017615384612,
+                -0.09496722596153845,
+                -0.12957644230769227,
+                0.05055160769230771
+            ]
+        ],
+        "std": [
+            [
+                0.7779847294085735,
+                0.8164589056484339,
+                0.8897943994160501,
+                0.8232379895108087,
+                0.8913136137549748,
+                1.2277539871431498,
+                1.148342655187086,
+                1.0125738638827777,
+                1.0308151593845143,
+                1.0814728380420244,
+                1.1275636354460448,
+                1.0953105542528634,
+                0.9617223163008869,
+                0.9271042130221435,
+                1.002366167344782,
+                1.0134009310910002,
+                0.9541301699800748,
+                0.9039526162729385,
+                0.8533527267834845,
+                0.8674137383144989,
+                0.8667342359963858,
+                0.8682751705934699,
+                0.8669633975953135,
+                0.8844079338595519,
+                0.8959832014657619,
+                0.9477171784962183,
+                0.9665146933040765,
+                0.9608709208756278,
+                0.9362600441482569,
+                0.826100491116595,
+                0.9039285396250091,
+                0.9697986338184826,
+                0.8888423793086146,
+                0.878236080206782,
+                0.9309060317786465,
+                0.9900496254008503,
+                1.00813869687356,
+                1.0903606967893815,
+                1.0386726650233546,
+                0.9723646970288363,
+                0.965534654631892,
+                0.9659616919831083,
+                0.9294069827841253,
+                0.9165737515917189,
+                0.890391924899276,
+                0.8408198724294259,
+                0.7367456383541913,
+                0.9168199780746074,
+                0.8757122466574018,
+                0.8068953654942984,
+                0.8229736283202036,
+                0.7999629806684128,
+                0.9417385941942646,
+                0.873184043119562,
+                0.7480790001744239,
+                0.9895160335641305,
+                1.0132212109764678,
+                0.7628419936253807,
+                0.961901997536315,
+                1.3290599320503582
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 65647,
+    "cert_evals": {
+        "36": 0.772357702255249,
+        "72": 0.6829267740249634,
+        "108": 0.6097560524940491,
+        "255": 0.2926829159259796
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/conn-bench-sonar-mines-rocks/fold_3/result.json b/UCI_N6/ortho/runs/conn-bench-sonar-mines-rocks/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..edafbc536282ee5dee110c4561e72c75e8fc422c
--- /dev/null
+++ b/UCI_N6/ortho/runs/conn-bench-sonar-mines-rocks/fold_3/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.9696969696969697,
+    "test_acc": 0.7723577235772358,
+    "train_size": 52,
+    "val_size": 33,
+    "test_size": 123,
+    "stats": {
+        "mean": [
+            [
+                -0.11402919442307692,
+                -0.1958088194230769,
+                -0.192454475,
+                -0.2174456115384615,
+                -0.1483449469961539,
+                -0.09730015192307692,
+                -0.11111996346153846,
+                -0.1199549596153846,
+                -0.08601968673076922,
+                -0.1359838,
+                -0.07711971153846155,
+                0.005683598076923046,
+                -0.07644932499999996,
+                -0.12452823865384616,
+                -0.18065320384615383,
+                -0.24127502307692308,
+                -0.2122367865384616,
+                -0.17662752923076924,
+                -0.13966792115384613,
+                -0.06574370384615388,
+                -0.007378620000000012,
+                -0.0002028721153846167,
+                0.06875905961538463,
+                0.10454161923076924,
+                0.1822036923076923,
+                0.14234525,
+                0.08357052884615387,
+                0.14328510769230768,
+                0.2375776069230769,
+                0.1643224807692307,
+                0.10515068653846156,
+                0.09213309999999994,
+                0.013323825000000011,
+                -0.06487759653846153,
+                -0.13430994076923078,
+                -0.21115623846153847,
+                -0.22730641923076922,
+                -0.23543729230769228,
+                -0.22808152115384622,
+                -0.14895506923076926,
+                -0.001168684615384663,
+                -0.04320264326923076,
+                -0.018799333269230768,
+                -0.013186748076922994,
+                -0.07072882692307694,
+                -0.03641541923076926,
+                -0.009211202865384651,
+                0.028638237499999993,
+                0.052042886346153845,
+                -0.09590774230769232,
+                -0.057291330384615397,
+                0.06657091249999998,
+                0.02539913076923079,
+                -0.15310468230769228,
+                -0.20838050961538462,
+                -0.049366707692307735,
+                -0.07994125884615386,
+                -0.19751397115384617,
+                -0.2403308269230769,
+                -0.24415720000000002
+            ]
+        ],
+        "std": [
+            [
+                0.8763416312333093,
+                0.602973469758421,
+                0.5448117196260321,
+                0.5663296924240132,
+                0.686341085757452,
+                0.8337013907572342,
+                0.6813276818285096,
+                0.7825144766842531,
+                0.7861121760890293,
+                0.7905273301791387,
+                0.7805552299762032,
+                0.9027317120726256,
+                0.8667207852850977,
+                0.8531311452416169,
+                0.8318630140159454,
+                0.8852179006046725,
+                0.8740431599665568,
+                0.8442406359472446,
+                0.8609171894886277,
+                0.886971626868803,
+                0.9185053211820478,
+                1.0100806480837976,
+                0.9919727273312126,
+                1.0562822860856174,
+                0.9850251469218465,
+                0.9910273621465151,
+                1.0655846350198521,
+                0.9906322053442151,
+                0.8736899428048334,
+                0.9821436750511889,
+                0.9453561139667965,
+                0.8625303165093016,
+                1.0040239879345572,
+                0.9847231539651756,
+                0.9280844832031707,
+                0.9503954469001101,
+                0.9765763369138967,
+                0.965164414073675,
+                0.9709362119147936,
+                1.0665530487737096,
+                1.0793454570821943,
+                1.0572717622116554,
+                1.0593503627745042,
+                1.0162684589041668,
+                1.0177130607371694,
+                1.0958546673800382,
+                1.1902586310529617,
+                1.1293249209196217,
+                1.0653539976947333,
+                0.9647675285784101,
+                1.1814566025747812,
+                1.13738601881979,
+                1.0351334435322548,
+                0.934859922308927,
+                0.7895031892247589,
+                0.9239212461978867,
+                0.8971132845231489,
+                0.7340435621135994,
+                0.876038640540552,
+                0.7272617950430326
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 65647,
+    "cert_evals": {
+        "36": 0.7235772013664246,
+        "72": 0.642276406288147,
+        "108": 0.5365853309631348,
+        "255": 0.2520325183868408
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/conn-bench-vowel-deterding/fold_0/result.json b/UCI_N6/ortho/runs/conn-bench-vowel-deterding/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..52884d044c1255ceee8f02244bed9d46f768bff2
--- /dev/null
+++ b/UCI_N6/ortho/runs/conn-bench-vowel-deterding/fold_0/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 55,
+    "best_val_acc": 0.7722772277227723,
+    "test_acc": 0.7494145199063232,
+    "train_size": 462,
+    "val_size": 101,
+    "test_size": 427,
+    "stats": {
+        "mean": [
+            [
+                -2.857142828580301e-07,
+                2.385281389853348e-08,
+                -4.3088744564142115e-08,
+                -3.844155827509708e-08,
+                -8.807359302639395e-08,
+                -1.304545454734722e-07,
+                2.852813846998729e-08,
+                -1.7538961132040442e-08,
+                1.6883116991740976e-08,
+                6.995670959114648e-08,
+                -9.999999998989893e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9989172494309853,
+                0.9989172586260624,
+                0.9989172585041448,
+                0.9989169579535073,
+                0.9989173225330026,
+                0.9989172947423731,
+                0.9989172394761775,
+                0.9989172874813478,
+                0.9989173118500234,
+                0.9989170573955074,
+                0.9989173544054772
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 11,
+    "out_features": 11,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 2546,
+    "cert_evals": {
+        "36": 0.601873517036438,
+        "72": 0.45199060440063477,
+        "108": 0.27400466799736023,
+        "255": 0.023419203236699104
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/conn-bench-vowel-deterding/fold_1/result.json b/UCI_N6/ortho/runs/conn-bench-vowel-deterding/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c0c677382a5a9671f68bc3a4eb964c4cff2c049c
--- /dev/null
+++ b/UCI_N6/ortho/runs/conn-bench-vowel-deterding/fold_1/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 74,
+    "best_val_acc": 0.7962962962962963,
+    "test_acc": 0.7571428571428571,
+    "train_size": 462,
+    "val_size": 108,
+    "test_size": 420,
+    "stats": {
+        "mean": [
+            [
+                -2.857142828580301e-07,
+                2.385281389853348e-08,
+                -4.3088744564142115e-08,
+                -3.844155827509708e-08,
+                -8.807359302639395e-08,
+                -1.304545454734722e-07,
+                2.852813846998729e-08,
+                -1.7538961132040442e-08,
+                1.6883116991740976e-08,
+                6.995670959114648e-08,
+                -9.999999998989893e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9989172494309853,
+                0.9989172586260624,
+                0.9989172585041448,
+                0.9989169579535073,
+                0.9989173225330026,
+                0.9989172947423731,
+                0.9989172394761775,
+                0.9989172874813478,
+                0.9989173118500234,
+                0.9989170573955074,
+                0.9989173544054772
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 11,
+    "out_features": 11,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 2546,
+    "cert_evals": {
+        "36": 0.6309524178504944,
+        "72": 0.4809524118900299,
+        "108": 0.31190478801727295,
+        "255": 0.03333333507180214
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/conn-bench-vowel-deterding/fold_2/result.json b/UCI_N6/ortho/runs/conn-bench-vowel-deterding/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb892b6616c51707d1882a64284b58228009a1ef
--- /dev/null
+++ b/UCI_N6/ortho/runs/conn-bench-vowel-deterding/fold_2/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 63,
+    "best_val_acc": 0.7425742574257426,
+    "test_acc": 0.747072599531616,
+    "train_size": 462,
+    "val_size": 101,
+    "test_size": 427,
+    "stats": {
+        "mean": [
+            [
+                -2.857142828580301e-07,
+                2.385281389853348e-08,
+                -4.3088744564142115e-08,
+                -3.844155827509708e-08,
+                -8.807359302639395e-08,
+                -1.304545454734722e-07,
+                2.852813846998729e-08,
+                -1.7538961132040442e-08,
+                1.6883116991740976e-08,
+                6.995670959114648e-08,
+                -9.999999998989893e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9989172494309853,
+                0.9989172586260624,
+                0.9989172585041448,
+                0.9989169579535073,
+                0.9989173225330026,
+                0.9989172947423731,
+                0.9989172394761775,
+                0.9989172874813478,
+                0.9989173118500234,
+                0.9989170573955074,
+                0.9989173544054772
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 11,
+    "out_features": 11,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 2546,
+    "cert_evals": {
+        "36": 0.6088992953300476,
+        "72": 0.4309133291244507,
+        "108": 0.2505854666233063,
+        "255": 0.023419203236699104
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/conn-bench-vowel-deterding/fold_3/result.json b/UCI_N6/ortho/runs/conn-bench-vowel-deterding/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..daa3b2bff0b3975ffa7fac2a6324b052ca4b0dea
--- /dev/null
+++ b/UCI_N6/ortho/runs/conn-bench-vowel-deterding/fold_3/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 45,
+    "best_val_acc": 0.7476635514018691,
+    "test_acc": 0.7315914489311164,
+    "train_size": 462,
+    "val_size": 107,
+    "test_size": 421,
+    "stats": {
+        "mean": [
+            [
+                -2.857142828580301e-07,
+                2.385281389853348e-08,
+                -4.3088744564142115e-08,
+                -3.844155827509708e-08,
+                -8.807359302639395e-08,
+                -1.304545454734722e-07,
+                2.852813846998729e-08,
+                -1.7538961132040442e-08,
+                1.6883116991740976e-08,
+                6.995670959114648e-08,
+                -9.999999998989893e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9989172494309853,
+                0.9989172586260624,
+                0.9989172585041448,
+                0.9989169579535073,
+                0.9989173225330026,
+                0.9989172947423731,
+                0.9989172394761775,
+                0.9989172874813478,
+                0.9989173118500234,
+                0.9989170573955074,
+                0.9989173544054772
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 11,
+    "out_features": 11,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 2546,
+    "cert_evals": {
+        "36": 0.5938242673873901,
+        "72": 0.4346793591976166,
+        "108": 0.24703088402748108,
+        "255": 0.021377673372626305
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/connect-4/fold_0/result.json b/UCI_N6/ortho/runs/connect-4/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9819f7367237271c62e1b93a57f2061d0c8224a8
--- /dev/null
+++ b/UCI_N6/ortho/runs/connect-4/fold_0/result.json
@@ -0,0 +1,114 @@
+{
+    "best_epoch": 31,
+    "best_val_acc": 0.805872597795337,
+    "test_acc": 0.7741049558354158,
+    "train_size": 16889,
+    "val_size": 10251,
+    "test_size": 40417,
+    "stats": {
+        "mean": [
+            [
+                0.030039043756277816,
+                0.019902300550625314,
+                0.02412979927762107,
+                0.01985044289179096,
+                0.04051709657175008,
+                0.019031591236910044,
+                -0.0045395188821050255,
+                0.00019764479838064707,
+                -0.0054407273373289445,
+                0.0013942071762814724,
+                0.0055600884599283544,
+                0.001485642518807598,
+                -0.045466167742357476,
+                -0.01035231553081155,
+                -0.011896642548398602,
+                -0.003500336017520728,
+                -0.005169183847484449,
+                -0.004208846444423896,
+                -0.015666746284570425,
+                -0.004623683640220639,
+                -0.003240515128237825,
+                0.007526564154155245,
+                0.005614181419874743,
+                -0.0009578565812173992,
+                -0.008785680620530124,
+                2.9899105920217333e-05,
+                0.008153071703466623,
+                0.012008136479367208,
+                0.006621551092434575,
+                -0.0019656975546212823,
+                -0.013779740837230907,
+                -0.007963726330753096,
+                0.0029912185446102466,
+                0.006957733791219768,
+                0.009923208727565623,
+                0.008400017940669328,
+                0.005648935283319054,
+                -0.0006844205696187397,
+                -0.00016250281250430496,
+                0.005438035407640847,
+                0.006130487891554314,
+                0.0019121513411066388
+            ]
+        ],
+        "std": [
+            [
+                1.006531226467314,
+                1.008924218376966,
+                1.0197183666704737,
+                1.023893878424687,
+                1.1159454713651147,
+                1.1190732652590052,
+                1.0024169825217877,
+                0.9994835093105424,
+                0.9930989860238304,
+                1.004612308430935,
+                1.0242747269577495,
+                0.9967703228906594,
+                1.0081015996457976,
+                1.0023951062831706,
+                0.9892908401102037,
+                0.9991151349692805,
+                0.9863950858355114,
+                0.960184531380724,
+                0.9986346631032498,
+                1.0001270989782147,
+                0.9928951530660571,
+                1.0169032842233705,
+                1.013285375385304,
+                0.970290472444351,
+                0.9945759706604689,
+                0.9972408901165424,
+                1.0114521905940863,
+                1.0290063758644428,
+                1.023278904623385,
+                0.9324949802555003,
+                0.9965943679305745,
+                0.9932874797871102,
+                1.0036564691959504,
+                1.0228377133115587,
+                1.0386526847608728,
+                1.1257342158605066,
+                1.0035861966708441,
+                1.000236858494279,
+                0.9968329006749054,
+                1.0125833294784417,
+                1.0214319654141149,
+                1.006766118353405
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 42,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 84,
+    "parameters": 32347,
+    "cert_evals": {
+        "36": 0.6393102407455444,
+        "72": 0.4847465455532074,
+        "108": 0.3312467634677887,
+        "255": 0.016799861565232277
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/connect-4/fold_1/result.json b/UCI_N6/ortho/runs/connect-4/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..09b6347ece567df8588428f545a9558670652857
--- /dev/null
+++ b/UCI_N6/ortho/runs/connect-4/fold_1/result.json
@@ -0,0 +1,114 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.7989365892083498,
+    "test_acc": 0.7443473538704581,
+    "train_size": 16889,
+    "val_size": 10156,
+    "test_size": 40512,
+    "stats": {
+        "mean": [
+            [
+                0.027203261152216014,
+                0.024381636864207697,
+                0.020735522529443332,
+                0.023047149623986126,
+                0.020027097519112465,
+                0.026940308105877917,
+                -0.00722533788855856,
+                -0.00531791621766461,
+                -0.009308466457466616,
+                0.00578968973889537,
+                -0.0010269574279278557,
+                0.004949220640663072,
+                -0.037384035289282136,
+                -0.016723926816264917,
+                -0.008892225590617149,
+                -0.008508028006396103,
+                -0.004554644798399636,
+                0.0002488341287307118,
+                -0.014038076854764218,
+                0.0028520603943621176,
+                0.0008038332642066601,
+                0.002791597607881187,
+                -0.00160992456626965,
+                -0.0009578257800985885,
+                5.388069156555676e-05,
+                0.010160649535196326,
+                0.012398836639225969,
+                5.7993960568914834e-05,
+                -0.003970593522402191,
+                0.0032774340103030072,
+                -0.010958108650600418,
+                0.003209088104681389,
+                0.008421007164421582,
+                0.007349537331987826,
+                0.008767308745328259,
+                -0.0032300263189079456,
+                -0.0018860788679084654,
+                -0.009485176801493057,
+                -0.0028463511753280563,
+                0.0013060429865429904,
+                -0.0015533507016145245,
+                0.012107637870801016
+            ]
+        ],
+        "std": [
+            [
+                1.0053784970608792,
+                1.0086117051709853,
+                1.0174407281192794,
+                1.0328236445577126,
+                1.0555647249928823,
+                1.1828794778966805,
+                1.0020910755122447,
+                1.0000565113338769,
+                0.9890321160451245,
+                1.0150152665488792,
+                0.9899360205182285,
+                1.0509979377431884,
+                1.0058247313452429,
+                0.9943794278675755,
+                0.9914355031605685,
+                0.98735263698585,
+                0.9895129572809503,
+                0.9832660190727348,
+                1.0002454573596118,
+                1.005345164132691,
+                1.0022702027544366,
+                1.0038695389702308,
+                0.9884994910041733,
+                1.0323210247180712,
+                0.9997460580413666,
+                1.0089872644160143,
+                1.0235001251776934,
+                0.9984386209085483,
+                0.9823324227005963,
+                1.0494438702787408,
+                0.9933592013054958,
+                1.0038908920524567,
+                1.013697656799958,
+                1.0183153010542547,
+                1.0567215054144603,
+                0.8880868673858706,
+                1.0011297314158905,
+                0.9952887406369397,
+                0.9967427026967423,
+                1.006175884588394,
+                0.991937713430211,
+                1.1100304287997806
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 42,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 84,
+    "parameters": 32347,
+    "cert_evals": {
+        "36": 0.6054749488830566,
+        "72": 0.44779324531555176,
+        "108": 0.29909655451774597,
+        "255": 0.008713467977941036
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/connect-4/fold_2/result.json b/UCI_N6/ortho/runs/connect-4/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0dd5653205fb1fdee1212fc50c3a38e98c32d85d
--- /dev/null
+++ b/UCI_N6/ortho/runs/connect-4/fold_2/result.json
@@ -0,0 +1,114 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 0.8015640273704789,
+    "test_acc": 0.7579751718680449,
+    "train_size": 16889,
+    "val_size": 10230,
+    "test_size": 40438,
+    "stats": {
+        "mean": [
+            [
+                0.025572694783573928,
+                0.01329715524895377,
+                0.021220418319602922,
+                0.01865168985727237,
+                0.01982012718339098,
+                0.00963998614483818,
+                0.002528423115643657,
+                0.014210160400253889,
+                0.019369405767058635,
+                0.014451386997468231,
+                0.013793931316224738,
+                0.012371159470670088,
+                -0.039714018710444283,
+                0.002464175676483553,
+                -0.003429649002305634,
+                -0.009634763751553201,
+                0.0009762194327558758,
+                0.0017347277695622,
+                -0.010497498845409039,
+                -0.009077317366310872,
+                -0.009626320682147567,
+                -0.007594781810667109,
+                -0.00470596897387065,
+                -0.0015970677600842312,
+                -0.009472249452314906,
+                -0.00820725051809292,
+                -0.0026667849487946728,
+                -0.015432931020187987,
+                0.0013254907454667974,
+                0.008520569927173222,
+                -0.01259168517970182,
+                -0.013636079637638902,
+                -0.01148821777488854,
+                0.0004930685061226005,
+                0.0037583447036442816,
+                0.004523333086622283,
+                -0.0011041412753886373,
+                0.0011898180472266853,
+                0.004086905974287228,
+                0.0047194280300578055,
+                0.006496377523849094,
+                0.0006377091894106407
+            ]
+        ],
+        "std": [
+            [
+                1.002340911028259,
+                1.000241509886604,
+                1.0182352047279812,
+                1.026450786988581,
+                1.0586830294039484,
+                1.0573441287107759,
+                0.9999723336345973,
+                1.0051963116139528,
+                1.0189730060934503,
+                1.0249429350044355,
+                1.0283337398578962,
+                1.0717856671455852,
+                1.007021137501264,
+                1.0086278986575667,
+                0.9953893180688569,
+                0.98676435866359,
+                1.0045070750637721,
+                0.9894410915928983,
+                1.0018969853345276,
+                0.9951351558433682,
+                0.9829488046935272,
+                0.9826669281585328,
+                0.9809482582136214,
+                1.0155101449208117,
+                0.9962026519420597,
+                0.990863381380769,
+                1.0019931559758173,
+                0.9596014491771616,
+                1.0169055158769793,
+                1.076548189219986,
+                0.9955495648295175,
+                0.9907146280157456,
+                0.9785756681213451,
+                1.006526766910725,
+                1.0173366899136054,
+                1.0876518916773228,
+                1.0029420841971977,
+                0.9990722630784118,
+                1.0096089946640998,
+                1.0127375864747392,
+                1.01584212211435,
+                0.9362241233272562
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 42,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 84,
+    "parameters": 32347,
+    "cert_evals": {
+        "36": 0.6176121830940247,
+        "72": 0.4603343605995178,
+        "108": 0.3037984073162079,
+        "255": 0.008556308224797249
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/connect-4/fold_3/result.json b/UCI_N6/ortho/runs/connect-4/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e198bf66a8bb4d65e6289b8be50db903abc604fd
--- /dev/null
+++ b/UCI_N6/ortho/runs/connect-4/fold_3/result.json
@@ -0,0 +1,114 @@
+{
+    "best_epoch": 51,
+    "best_val_acc": 0.8035108717334929,
+    "test_acc": 0.7871413808375572,
+    "train_size": 16889,
+    "val_size": 10026,
+    "test_size": 40642,
+    "stats": {
+        "mean": [
+            [
+                0.0255017919592495,
+                0.022711381550094376,
+                0.022287194327654584,
+                0.02371314346613092,
+                0.02809891444136949,
+                0.011617169660734934,
+                -0.003762045615482179,
+                -0.0006222379063383423,
+                -0.0011956524365063191,
+                0.008375274142948436,
+                -0.0028795755225458197,
+                0.004949219420934186,
+                -0.03286969234417018,
+                -0.016504218603819,
+                -0.0016998223695865533,
+                -0.0031247556989696936,
+                -0.011519434898461321,
+                0.0002488323820318791,
+                -0.012126160814738062,
+                -0.0071686163775022144,
+                0.0038903055242530825,
+                0.0026388575403812784,
+                0.004066158683185444,
+                -0.0015970711824220074,
+                -0.004837915684773933,
+                -0.005745571910715695,
+                -0.003762464740373103,
+                -0.006138376635676964,
+                0.001325493137553573,
+                0.008520567025875392,
+                -0.0066514068920593425,
+                -0.003064876132393696,
+                0.005525119900522458,
+                0.009504424891937585,
+                0.011849736177385477,
+                0.008400017940669543,
+                -0.0067909446385286945,
+                -0.00818136082659884,
+                0.004646044170746594,
+                0.012444457339079356,
+                -0.0015533672804591957,
+                0.00446103881223969
+            ]
+        ],
+        "std": [
+            [
+                1.0045809901782567,
+                1.011044061995358,
+                1.0172043141389446,
+                1.0411444793879623,
+                1.0848038904253097,
+                1.0532589212327128,
+                1.001732294856909,
+                0.9979736375563433,
+                0.9960552361012427,
+                1.01505820099451,
+                0.9927946698994767,
+                1.0430998783719132,
+                1.0035374294499668,
+                0.9954329781752278,
+                0.9998036225568965,
+                0.9986000648188756,
+                0.968307334521185,
+                1.0041135888200137,
+                1.0020709200665507,
+                0.9957946771192316,
+                1.0066983742054452,
+                0.9982009085917064,
+                1.0079501138389146,
+                1.0086913740499897,
+                0.9975519054988539,
+                0.9949781645083238,
+                0.9908446185534602,
+                0.980252534332932,
+                1.0196582337505167,
+                1.129171084329408,
+                0.9975018305111572,
+                0.9962923547954192,
+                1.0083259241822573,
+                1.0245524736842544,
+                1.0587730123334396,
+                1.1257342158603454,
+                1.000888709096108,
+                0.9958781134180874,
+                1.0074167017832345,
+                1.03159906035601,
+                0.975850670238492,
+                1.1586868157131331
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 42,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 84,
+    "parameters": 32347,
+    "cert_evals": {
+        "36": 0.6571526527404785,
+        "72": 0.5013286471366882,
+        "108": 0.3458983302116394,
+        "255": 0.01892131194472313
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/contrac/fold_0/result.json b/UCI_N6/ortho/runs/contrac/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..55f287ec6ceb59879abe3056a1087941a83791c3
--- /dev/null
+++ b/UCI_N6/ortho/runs/contrac/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.5876777251184834,
+    "test_acc": 0.5044742729306487,
+    "train_size": 368,
+    "val_size": 211,
+    "test_size": 894,
+    "stats": {
+        "mean": [
+            [
+                0.04983602472826088,
+                -0.03683848315217381,
+                -0.030433624999999895,
+                0.04126441032608701,
+                0.0759277635869569,
+                0.038788576086956336,
+                -0.05566297010869535,
+                0.0662070706521741,
+                0.049484739130435086
+            ]
+        ],
+        "std": [
+            [
+                1.0349771394866476,
+                1.0203618187773704,
+                1.0773888859130338,
+                0.9920452760418988,
+                0.9188135203134653,
+                0.9763026632803047,
+                0.9941427090552807,
+                0.9825316131926941,
+                1.0760483787682442
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1610,
+    "cert_evals": {
+        "36": 0.3523489832878113,
+        "72": 0.20022371411323547,
+        "108": 0.1230425089597702,
+        "255": 0.02460850030183792
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/contrac/fold_1/result.json b/UCI_N6/ortho/runs/contrac/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..85d6dc5e30258924ce89d547b927d753a5f258a4
--- /dev/null
+++ b/UCI_N6/ortho/runs/contrac/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 52,
+    "best_val_acc": 0.5523809523809524,
+    "test_acc": 0.48156424581005586,
+    "train_size": 368,
+    "val_size": 210,
+    "test_size": 895,
+    "stats": {
+        "mean": [
+            [
+                -0.029433755434782626,
+                -0.071642726902174,
+                -0.09035044293478262,
+                0.020525774456521734,
+                0.007337516304348054,
+                0.03878857608695629,
+                0.035455372282608796,
+                -0.03957563858695622,
+                0.049484739130434774
+            ]
+        ],
+        "std": [
+            [
+                1.034137512591575,
+                1.0184105128981196,
+                1.0653920839838686,
+                1.048083233025277,
+                0.9923881347533616,
+                0.9763026632803046,
+                0.9969044818106321,
+                1.048729739192908,
+                1.0760483787682442
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1610,
+    "cert_evals": {
+        "36": 0.38659217953681946,
+        "72": 0.2849161922931671,
+        "108": 0.1955307275056839,
+        "255": 0.020111732184886932
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/contrac/fold_2/result.json b/UCI_N6/ortho/runs/contrac/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..baa703ae9cfd35326680763745f2083f4860043b
--- /dev/null
+++ b/UCI_N6/ortho/runs/contrac/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.5080645161290323,
+    "test_acc": 0.4795799299883314,
+    "train_size": 368,
+    "val_size": 248,
+    "test_size": 857,
+    "stats": {
+        "mean": [
+            [
+                -0.0224978108695652,
+                0.0756058451086956,
+                0.07941412771739106,
+                0.040112260869565215,
+                -0.03076817663043453,
+                -0.09286419021739152,
+                -0.046236899456521284,
+                0.002180663043478335,
+                -0.06466629619565217
+            ]
+        ],
+        "std": [
+            [
+                1.0160308953617057,
+                0.95882526146548,
+                0.9253350657327032,
+                1.0559034595300474,
+                1.0290230539377072,
+                1.0476659682160625,
+                0.9462830856884548,
+                0.9600526966125309,
+                0.8858527840526336
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1610,
+    "cert_evals": {
+        "36": 0.28471413254737854,
+        "72": 0.13885647058486938,
+        "108": 0.06301049888134003,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/contrac/fold_3/result.json b/UCI_N6/ortho/runs/contrac/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a4a3e86e8f427eacb0c238f5a8eadf41d0bbede9
--- /dev/null
+++ b/UCI_N6/ortho/runs/contrac/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.4805194805194805,
+    "test_acc": 0.4805491990846682,
+    "train_size": 368,
+    "val_size": 231,
+    "test_size": 874,
+    "stats": {
+        "mean": [
+            [
+                -0.05156334456521742,
+                -0.044870314673913024,
+                -0.03376221739130403,
+                0.026286519021739164,
+                0.06068548641304363,
+                -0.023903217391304493,
+                0.03859739402173936,
+                -0.05627817934782584,
+                -0.01277946195652176
+            ]
+        ],
+        "std": [
+            [
+                1.0188547788894706,
+                0.9948418681411789,
+                0.9984372596511997,
+                1.0660676802579363,
+                0.9360979718845777,
+                1.0130497245255512,
+                0.9834396874521251,
+                1.0057604797479107,
+                0.9785587320331135
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1610,
+    "cert_evals": {
+        "36": 0.3432494103908539,
+        "72": 0.2425629198551178,
+        "108": 0.1350114345550537,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/credit-approval/fold_0/result.json b/UCI_N6/ortho/runs/credit-approval/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..128ba70fb16ccd99466b8c672135a48b42ace6f9
--- /dev/null
+++ b/UCI_N6/ortho/runs/credit-approval/fold_0/result.json
@@ -0,0 +1,60 @@
+{
+    "best_epoch": 37,
+    "best_val_acc": 0.9,
+    "test_acc": 0.84688995215311,
+    "train_size": 172,
+    "val_size": 100,
+    "test_size": 418,
+    "stats": {
+        "mean": [
+            [
+                0.04231717441860458,
+                -0.04319939244186043,
+                0.01132773546511633,
+                0.10497429069767436,
+                0.1039714651162791,
+                -0.016887567441860464,
+                0.12197747790697662,
+                0.056721959767441876,
+                0.023127069767441777,
+                0.01803883720930219,
+                0.02175907906976748,
+                -0.014331000000000156,
+                0.026975616279069855,
+                -0.07794171941860471,
+                0.08645942000000016
+            ]
+        ],
+        "std": [
+            [
+                0.9668001544731439,
+                0.9828833679832603,
+                1.0033612624654744,
+                1.0683622008830216,
+                1.0656041538091992,
+                1.0007415139821727,
+                1.1272056598607636,
+                1.0528268054248064,
+                1.0000784525981627,
+                0.9964680315230805,
+                0.9149454309542941,
+                1.0003809007273163,
+                1.0289037612452905,
+                0.9424723282553955,
+                1.5519077166103805
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 15,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 30,
+    "parameters": 4267,
+    "cert_evals": {
+        "36": 0.8205741047859192,
+        "72": 0.7655501961708069,
+        "108": 0.6866028308868408,
+        "255": 0.23923444747924805
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/credit-approval/fold_1/result.json b/UCI_N6/ortho/runs/credit-approval/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..39e34e735fbdeb67541235a3789f1d2e29da3675
--- /dev/null
+++ b/UCI_N6/ortho/runs/credit-approval/fold_1/result.json
@@ -0,0 +1,60 @@
+{
+    "best_epoch": 23,
+    "best_val_acc": 0.8709677419354839,
+    "test_acc": 0.8305882352941176,
+    "train_size": 172,
+    "val_size": 93,
+    "test_size": 425,
+    "stats": {
+        "mean": [
+            [
+                -0.05893763953488379,
+                -0.09494667732558137,
+                0.10661604441860463,
+                0.0016465697674418215,
+                -0.0016443023255812898,
+                -0.03715416976744184,
+                0.019046397674418694,
+                0.12816041290697705,
+                0.04639099999999992,
+                0.006295348837209058,
+                -0.02008573604651146,
+                -0.13093850000000004,
+                0.006132180232558206,
+                -0.012206166162790686,
+                0.10673194959302351
+            ]
+        ],
+        "std": [
+            [
+                1.0212712368033299,
+                1.002227255518295,
+                1.0267015215317181,
+                1.0197891663144403,
+                1.0132886907601226,
+                0.9740103182437764,
+                0.9462774495372472,
+                1.135180114956504,
+                1.0003490000000002,
+                0.9983346607548056,
+                0.9387238466077318,
+                1.0017391917815985,
+                0.9989094608428061,
+                0.9604377028423987,
+                1.6924318356475039
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 15,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 30,
+    "parameters": 4267,
+    "cert_evals": {
+        "36": 0.7882352471351624,
+        "72": 0.7435293793678284,
+        "108": 0.6894117593765259,
+        "255": 0.22117646038532257
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/credit-approval/fold_2/result.json b/UCI_N6/ortho/runs/credit-approval/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..23df0c415bbe80be4b92a23ef2aa4f4e59192a2c
--- /dev/null
+++ b/UCI_N6/ortho/runs/credit-approval/fold_2/result.json
@@ -0,0 +1,60 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.8691588785046729,
+    "test_acc": 0.8588807785888077,
+    "train_size": 172,
+    "val_size": 107,
+    "test_size": 411,
+    "stats": {
+        "mean": [
+            [
+                -0.09690819767441845,
+                -0.07829492377906978,
+                0.14346898139534883,
+                0.008104488372092981,
+                0.011557720930232681,
+                0.0203769784883721,
+                -0.058847231395348816,
+                -0.004431645348837212,
+                0.01149510465116271,
+                -0.02893511627906998,
+                -0.018890154651162814,
+                -0.07263475000000007,
+                -0.0563980755813953,
+                -0.0557846427906977,
+                -0.04536849656976747
+            ]
+        ],
+        "std": [
+            [
+                1.0400780435620642,
+                0.9163334239629656,
+                1.1299454947101701,
+                0.9838838771477533,
+                0.9907637201902963,
+                1.0059394076223003,
+                0.9122317175379675,
+                0.9398719190475693,
+                0.9997401653873875,
+                1.0030891544052551,
+                0.8392167415058691,
+                1.0027567026500943,
+                0.9205981575020528,
+                0.8548997051032522,
+                0.5350874335618861
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 15,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 30,
+    "parameters": 4267,
+    "cert_evals": {
+        "36": 0.812652051448822,
+        "72": 0.7493917346000671,
+        "108": 0.7080292105674744,
+        "255": 0.18978102505207062
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/credit-approval/fold_3/result.json b/UCI_N6/ortho/runs/credit-approval/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2904ba7755325ad97d3de303eb9dd5155db22887
--- /dev/null
+++ b/UCI_N6/ortho/runs/credit-approval/fold_3/result.json
@@ -0,0 +1,60 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.8962264150943396,
+    "test_acc": 0.8398058252427184,
+    "train_size": 172,
+    "val_size": 106,
+    "test_size": 412,
+    "stats": {
+        "mean": [
+            [
+                0.029660302325581287,
+                0.04967415668604653,
+                0.035228697674418614,
+                -0.08230726744186062,
+                -0.0808560755813953,
+                -0.06068950697674418,
+                0.05521145232558148,
+                0.0520138111627908,
+                -0.00013686046511636238,
+                -0.02893511627906982,
+                0.0647990941860465,
+                -0.08429550000000029,
+                -0.11892838372093019,
+                -0.14010143755813953,
+                -0.060122975697674434
+            ]
+        ],
+        "std": [
+            [
+                0.9866458073044232,
+                1.0497387015089001,
+                0.9194770520533397,
+                0.928940005324823,
+                0.9330534400726008,
+                1.0077990709538949,
+                1.0375139084982685,
+                0.9494310078822967,
+                0.9992663708949371,
+                1.0030891544052551,
+                1.2789280573338035,
+                1.0028244999999991,
+                0.8074645456755252,
+                0.8265119967382965,
+                0.4698103883611287
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 15,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 30,
+    "parameters": 4267,
+    "cert_evals": {
+        "36": 0.7742718458175659,
+        "72": 0.7160194516181946,
+        "108": 0.6504854559898376,
+        "255": 0.09951456636190414
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/cylinder-bands/fold_0/result.json b/UCI_N6/ortho/runs/cylinder-bands/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bc03747325b45298b4234ad34078a2f1f1604f63
--- /dev/null
+++ b/UCI_N6/ortho/runs/cylinder-bands/fold_0/result.json
@@ -0,0 +1,100 @@
+{
+    "best_epoch": 23,
+    "best_val_acc": 0.7439024390243902,
+    "test_acc": 0.7185430463576159,
+    "train_size": 128,
+    "val_size": 82,
+    "test_size": 302,
+    "stats": {
+        "mean": [
+            [
+                -0.018113468749999997,
+                -0.09801495312499989,
+                -0.09835764843749996,
+                0.015201562499999939,
+                -0.08460044531249963,
+                -0.05902956249999998,
+                -0.02159560937500003,
+                -0.10518925781250046,
+                0.03565878125000016,
+                0.03781927343750002,
+                -0.0029206640624998936,
+                -0.005388015624999963,
+                -0.007189643749999884,
+                -0.11441540624999999,
+                0.02687471875000009,
+                -0.08272973437500022,
+                0.014233650781250131,
+                -0.040908945312500035,
+                -0.20346299999999978,
+                0.09558365781249996,
+                -0.12876496562500006,
+                -0.05027554687499996,
+                0.03137399609374995,
+                -0.07727224921875003,
+                -0.112076146875,
+                0.04986750409374999,
+                0.0467316294531248,
+                0.08485301562499976,
+                -0.07968368828125014,
+                -0.0404871031249999,
+                0.026726734374999978,
+                0.04898852562499999,
+                0.07183878906250019,
+                0.01963753046874992,
+                0.07539527343749987
+            ]
+        ],
+        "std": [
+            [
+                1.009708113595319,
+                0.6915256837343526,
+                1.1851115463631896,
+                1.1075149207516606,
+                0.6356019715752345,
+                0.9895598820491779,
+                1.036117446187858,
+                0.47416953322612243,
+                0.9128570390625407,
+                0.9754439041131451,
+                0.9772769577736968,
+                0.9965990540260843,
+                1.0049338980010496,
+                1.0152930221805465,
+                1.0110105352731478,
+                0.9779734187172597,
+                0.946783796715577,
+                0.9180378675297654,
+                0.9791387337832046,
+                1.3026657902081404,
+                1.1587041225508155,
+                1.0035768471185391,
+                1.0872637801794474,
+                0.8506413201552353,
+                1.0909742588199165,
+                0.9223170655454694,
+                0.925140911301162,
+                1.2060797979297548,
+                0.10884702615305564,
+                1.0969927491363656,
+                1.0397512419029202,
+                0.9385559077709305,
+                0.7908440559763066,
+                0.8086858742098973,
+                0.23360368046727112
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 35,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 70,
+    "parameters": 22547,
+    "cert_evals": {
+        "36": 0.5927152037620544,
+        "72": 0.47350993752479553,
+        "108": 0.3642384111881256,
+        "255": 0.09602648764848709
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/cylinder-bands/fold_1/result.json b/UCI_N6/ortho/runs/cylinder-bands/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0cf3b12950172a258eac976ca78d5154a8a3220
--- /dev/null
+++ b/UCI_N6/ortho/runs/cylinder-bands/fold_1/result.json
@@ -0,0 +1,100 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.7083333333333334,
+    "test_acc": 0.7019230769230769,
+    "train_size": 128,
+    "val_size": 72,
+    "test_size": 312,
+    "stats": {
+        "mean": [
+            [
+                -0.15498346874999988,
+                0.07623314062499989,
+                -0.08125197656250005,
+                0.1064101249999995,
+                0.028200664062500352,
+                0.14560404687500025,
+                0.1655534453124999,
+                -0.021037773437500448,
+                0.03565884375000017,
+                -0.09565992968750019,
+                -0.06719309374999989,
+                0.07724234374999989,
+                0.014383128125000021,
+                0.015113148437499955,
+                0.11287723437500005,
+                0.15718076562499975,
+                -0.11598707812499996,
+                0.01952450812500009,
+                -0.05958846093749991,
+                0.05810956640625002,
+                0.09577258359374996,
+                0.01608712499999998,
+                0.0455139015625,
+                -0.09322180656250004,
+                0.010363770312500003,
+                -0.09235189678125001,
+                -0.12943964476562508,
+                0.07837251562499978,
+                -0.08934230000000017,
+                -0.11201488515624988,
+                -0.016908421875000006,
+                -0.19726601218749995,
+                -0.027512601562499843,
+                -0.1071632757812501,
+                -0.06936312500000016
+            ]
+        ],
+        "std": [
+            [
+                0.9566675689840457,
+                1.1785922605080725,
+                1.0752069854571855,
+                1.134315391792329,
+                1.0921920451077407,
+                1.0073040155644573,
+                1.0080335723206957,
+                0.8147932438575216,
+                0.7216766565111302,
+                1.0325076089625134,
+                1.0351765461316509,
+                0.9787809233141151,
+                0.9952912678839302,
+                0.9646382079847095,
+                0.9376275956128628,
+                1.025290058167112,
+                1.1238851154497491,
+                0.9392938268734667,
+                0.9623682791314133,
+                0.6383677679060908,
+                0.8128844998290236,
+                0.9862468382017052,
+                0.8444859158500648,
+                1.051379690058149,
+                0.9861572089261571,
+                1.2038176163546097,
+                1.2075147493034224,
+                1.1662944917994549,
+                1.0,
+                1.0433698981937496,
+                0.9167305702944823,
+                1.1576246436005715,
+                1.2133555868200756,
+                1.2553958063370618,
+                1.386742675536984
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 35,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 70,
+    "parameters": 22547,
+    "cert_evals": {
+        "36": 0.6153846383094788,
+        "72": 0.46474358439445496,
+        "108": 0.3365384638309479,
+        "255": 0.057692307978868484
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/cylinder-bands/fold_2/result.json b/UCI_N6/ortho/runs/cylinder-bands/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c22b7218a81b13b76d019d7cea245093a4375666
--- /dev/null
+++ b/UCI_N6/ortho/runs/cylinder-bands/fold_2/result.json
@@ -0,0 +1,100 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.72,
+    "test_acc": 0.6957928802588996,
+    "train_size": 128,
+    "val_size": 75,
+    "test_size": 309,
+    "stats": {
+        "mean": [
+            [
+                -0.018113499999999876,
+                -0.010890906250000026,
+                0.004276054687499921,
+                -0.04560409375000058,
+                -0.02819989062499964,
+                0.003934625000000143,
+                0.10796916406250016,
+                0.02103777343750001,
+                -0.02139478124999982,
+                0.02002204687499978,
+                -0.008763656249999825,
+                -0.04131476562499997,
+                0.057528609375000095,
+                -0.11441537500000004,
+                -0.051960625,
+                0.09099853124999963,
+                0.025328648437500097,
+                0.06508276609375009,
+                -0.0463809687499999,
+                0.05531756718749999,
+                0.048115672656250004,
+                -0.044416265624999944,
+                -0.006333254687500049,
+                0.07249342484374995,
+                0.017864971093750025,
+                -0.032888132281249996,
+                -0.005630188515625072,
+                -0.08849829687500009,
+                0.1810991601562506,
+                -0.03171481484375,
+                -0.03763525000000013,
+                0.012247269375000123,
+                -0.010699218749999687,
+                -0.04182582187500004,
+                0.0392055468749999
+            ]
+        ],
+        "std": [
+            [
+                1.0014570356459378,
+                0.9701723266723137,
+                0.976668923366092,
+                0.8848220008281984,
+                0.8953310490553396,
+                0.9995254897694512,
+                1.0022604928841146,
+                1.1538252271496559,
+                1.0317076974392008,
+                0.9849764181760653,
+                0.9644949026944296,
+                0.9682202506697574,
+                1.0200144373065265,
+                1.024650754456481,
+                0.991180532876508,
+                1.0231518076189408,
+                0.9417295162218619,
+                1.1518106310277838,
+                1.0373234489917649,
+                1.1369455371092343,
+                0.9154717541032745,
+                1.1226380377592042,
+                1.0778851186420637,
+                0.9942494651921334,
+                0.9650868598248783,
+                0.991851813013072,
+                0.9883223822673011,
+                0.8159153965212675,
+                1.7818000158367098,
+                0.9958958318550638,
+                0.8529177390193199,
+                0.9950922963006184,
+                1.0386479794315284,
+                1.046608837125399,
+                0.3263770311133624
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 35,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 70,
+    "parameters": 22547,
+    "cert_evals": {
+        "36": 0.553398072719574,
+        "72": 0.4012944996356964,
+        "108": 0.30744338035583496,
+        "255": 0.0776699036359787
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/cylinder-bands/fold_3/result.json b/UCI_N6/ortho/runs/cylinder-bands/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c78cc057867ac4889d527a63e54c44d8918c31bb
--- /dev/null
+++ b/UCI_N6/ortho/runs/cylinder-bands/fold_3/result.json
@@ -0,0 +1,100 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.7702702702702703,
+    "test_acc": 0.7161290322580646,
+    "train_size": 128,
+    "val_size": 74,
+    "test_size": 310,
+    "stats": {
+        "mean": [
+            [
+                -0.09862528124999967,
+                0.07623314062499992,
+                -0.14967442968749994,
+                0.1064100937499999,
+                0.08460121875000035,
+                0.11412195312500018,
+                0.035988921874999975,
+                0.02103796874999956,
+                0.049922195312500195,
+                0.020022046875000005,
+                0.07303782812500019,
+                0.1706510703124999,
+                0.03116200625000013,
+                0.10146572656249976,
+                0.12004409375000007,
+                0.04963468749999977,
+                -0.09730074531250002,
+                0.2519632110937501,
+                0.10295269531250012,
+                -0.017867453124999995,
+                0.15167814140624994,
+                0.053232843750000036,
+                0.05788653593750008,
+                -0.03172638593750004,
+                0.12707835390624983,
+                -0.07419502420312495,
+                -0.046009344765625224,
+                0.07189192187499989,
+                -0.012073297656250094,
+                -0.011471089062500009,
+                0.04745321093750001,
+                -0.06254772593749994,
+                0.02904130468750018,
+                -0.017295875000000013,
+                -0.045236640625000143
+            ]
+        ],
+        "std": [
+            [
+                0.9681512944811281,
+                1.1785922605080716,
+                1.1820212062123494,
+                1.2342204701284085,
+                1.2560999937316328,
+                1.0073040155644557,
+                0.9422562101157176,
+                0.9370712715647449,
+                0.8107579850267628,
+                0.9849764181760654,
+                1.0089890027616917,
+                1.0128688585013823,
+                1.021806803227722,
+                0.9860449137879513,
+                0.965560494387225,
+                1.0099223731350104,
+                1.1411416049886207,
+                0.9766554256496787,
+                1.078888741266553,
+                0.8735915598455525,
+                0.9043004878113329,
+                0.935916801014639,
+                0.9022876021268718,
+                1.0095878491602719,
+                0.9226412455171137,
+                1.103674350946853,
+                1.109671652163808,
+                1.0892584104797631,
+                0.8707774330138579,
+                0.9662087759049208,
+                0.9327069000527582,
+                1.0958735530051178,
+                1.0258970951245958,
+                1.0635339261419625,
+                1.376208872677819
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 35,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 70,
+    "parameters": 22547,
+    "cert_evals": {
+        "36": 0.57419353723526,
+        "72": 0.4419354796409607,
+        "108": 0.3258064389228821,
+        "255": 0.05483870953321457
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/dermatology/fold_0/result.json b/UCI_N6/ortho/runs/dermatology/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e35c8556a18dd92c6eed9da8cb327a76ce0b7ba7
--- /dev/null
+++ b/UCI_N6/ortho/runs/dermatology/fold_0/result.json
@@ -0,0 +1,98 @@
+{
+    "best_epoch": 15,
+    "best_val_acc": 1.0,
+    "test_acc": 0.9493087557603687,
+    "train_size": 91,
+    "val_size": 58,
+    "test_size": 217,
+    "stats": {
+        "mean": [
+            [
+                0.06255490109890108,
+                -0.09950824175824165,
+                0.06084052747252747,
+                -0.16717494505494507,
+                0.052244340659340686,
+                0.0025714945054945153,
+                -0.02246861538461534,
+                -0.017277736263736184,
+                -0.021717483516483508,
+                0.03348407692307688,
+                -0.0475760989010988,
+                0.06572261538461521,
+                0.08858902197802174,
+                -0.1041265714285716,
+                0.005385186813186856,
+                -0.035476670329670376,
+                0.07677762417582405,
+                0.04374145054945071,
+                0.1155099230769231,
+                0.12043031868131869,
+                0.01650943956043959,
+                0.07769217582417579,
+                -0.030356758241758278,
+                0.013477208791208829,
+                0.015482648351648287,
+                -0.0034025274725273612,
+                0.04002742857142865,
+                0.03137470329670338,
+                0.008364593406593394,
+                0.03786149450549449,
+                0.03501758241758232,
+                0.19951439560439582,
+                -0.014634098901098907,
+                0.06380519120879125
+            ]
+        ],
+        "std": [
+            [
+                0.9579388217601761,
+                1.0149277614583099,
+                0.9508267211955849,
+                0.9797619817212763,
+                0.9779606305193399,
+                1.0067406344751444,
+                1.0036930400753548,
+                0.9655703337016306,
+                0.988719482589257,
+                1.0387140092945895,
+                0.9421816899315113,
+                1.108600785818115,
+                1.0553627690990925,
+                0.8963300954815475,
+                1.0312593831866153,
+                0.9305276662720072,
+                0.9419348744801717,
+                1.0024345032706516,
+                0.9943938503609722,
+                1.126743771486882,
+                1.024448001551178,
+                1.0936199274871503,
+                0.9903178300286889,
+                1.0625282108029304,
+                1.0022849145804325,
+                1.0039785513963642,
+                1.0686040527754073,
+                1.0117848046592977,
+                1.0099891482666616,
+                1.032180187104034,
+                1.0599064093185755,
+                0.98964025727435,
+                0.9787453595616104,
+                0.9013728009327256
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 34,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 68,
+    "parameters": 21567,
+    "cert_evals": {
+        "36": 0.921658992767334,
+        "72": 0.8986175060272217,
+        "108": 0.843317985534668,
+        "255": 0.6912442445755005
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/dermatology/fold_1/result.json b/UCI_N6/ortho/runs/dermatology/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d65d5b50e2a17fffcd8d45bcccf33cbd24c16ba
--- /dev/null
+++ b/UCI_N6/ortho/runs/dermatology/fold_1/result.json
@@ -0,0 +1,98 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.9454545454545454,
+    "test_acc": 0.9590909090909091,
+    "train_size": 91,
+    "val_size": 55,
+    "test_size": 220,
+    "stats": {
+        "mean": [
+            [
+                -0.15234734065934108,
+                -0.03685075824175817,
+                0.024514153846154,
+                -0.003059032967032986,
+                0.0522442747252747,
+                -0.020386087912087892,
+                0.03530865934065939,
+                -0.043625648351648345,
+                -0.08879309890109885,
+                0.09415389010989002,
+                -0.04757609890109863,
+                0.06572261538461541,
+                0.222018769230769,
+                0.05758529670329658,
+                -0.007495417582417526,
+                -0.08522665934065947,
+                -0.07745157142857151,
+                -0.04334439560439563,
+                -0.12401621978021984,
+                0.04764354945054952,
+                -0.021313461538461483,
+                0.0352194725274725,
+                0.051580087912087895,
+                0.05687082417582426,
+                0.041357142857142794,
+                -0.028813681318681075,
+                0.017010725274725334,
+                -0.04641174945054939,
+                0.01987447252747256,
+                0.013464769230769122,
+                -0.009952681318681485,
+                -0.14857142857142827,
+                0.03504902197802198,
+                0.07064716813186812
+            ]
+        ],
+        "std": [
+            [
+                1.0799649707740484,
+                0.9701819203088585,
+                1.0349980862760444,
+                0.9962695208080098,
+                1.0565723090694727,
+                0.956401750666777,
+                1.0996255828899324,
+                0.9272437132189425,
+                0.9338556246970804,
+                1.132692340014453,
+                0.9421816899315112,
+                1.108600785818116,
+                1.3507430798011204,
+                0.9954000343509968,
+                0.9838347974365711,
+                1.0051011914402448,
+                1.082244925397,
+                0.9863336565802372,
+                0.8936601742161131,
+                1.0709540797521042,
+                0.9668866324311055,
+                1.0433938478729325,
+                1.061517000809812,
+                1.0860930768159869,
+                1.0492767576804765,
+                0.9727826405276763,
+                1.0221067222848232,
+                0.9644227334697079,
+                1.0222445250094454,
+                1.1137241387036405,
+                0.9325232366107138,
+                0.9431871301685265,
+                1.0294846104354056,
+                0.954054376413069
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 34,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 68,
+    "parameters": 21567,
+    "cert_evals": {
+        "36": 0.913636326789856,
+        "72": 0.8909090757369995,
+        "108": 0.863636314868927,
+        "255": 0.6454545259475708
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/dermatology/fold_2/result.json b/UCI_N6/ortho/runs/dermatology/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2600667d21ba28846248184a668cccd64936050b
--- /dev/null
+++ b/UCI_N6/ortho/runs/dermatology/fold_2/result.json
@@ -0,0 +1,98 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.9836065573770492,
+    "test_acc": 0.9672897196261683,
+    "train_size": 91,
+    "val_size": 61,
+    "test_size": 214,
+    "stats": {
+        "mean": [
+            [
+                0.1286785934065936,
+                -0.052514956043955986,
+                -0.0723557912087912,
+                -0.03202061538461543,
+                -0.15349332967032966,
+                -0.020386153846153894,
+                -0.09950505494505507,
+                -0.004103824175824138,
+                0.03417917582417588,
+                0.08201997802197789,
+                -0.01447120879120871,
+                -0.022712967032967008,
+                -0.04484103296703309,
+                0.003681208791208678,
+                0.044027285714285734,
+                0.04412385714285691,
+                -0.04660575824175837,
+                -0.014315659340659313,
+                -0.02820572527472527,
+                0.03724537362637364,
+                -0.01185779120879114,
+                -0.039107373626373704,
+                0.0024179670329669205,
+                -0.015451747252747299,
+                0.002545351648351576,
+                0.08553615384615376,
+                0.017010747252747392,
+                -0.017241828571428485,
+                0.008364593406593424,
+                -0.05972478021978029,
+                0.012532417582417426,
+                0.1541118681318682,
+                0.0052391428571429075,
+                0.04806798461538459
+            ]
+        ],
+        "std": [
+            [
+                0.9701280514742756,
+                0.9293627837603032,
+                0.9985142789172075,
+                1.0092809883627014,
+                0.9144981766921801,
+                0.9688575910999048,
+                0.7552905986573396,
+                0.9998322435146684,
+                1.0704136812401557,
+                1.0731541860690452,
+                0.9820497437937411,
+                0.9606585652114606,
+                0.9412251138507225,
+                1.032650720921409,
+                1.0662219170916833,
+                1.0316415589934254,
+                0.8883921685550962,
+                1.0965763955898655,
+                0.9938166856011934,
+                1.0449962571399998,
+                0.9713151295619376,
+                0.916982706185695,
+                1.0485354727700578,
+                0.9633861656803218,
+                0.9854442339078262,
+                1.003978327496943,
+                1.0338310542422602,
+                0.9972909993244929,
+                1.0099891482666616,
+                0.6769782284640671,
+                0.9985019725218273,
+                0.9997718075782989,
+                1.0050250528703155,
+                0.9607093594262002
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 34,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 68,
+    "parameters": 21567,
+    "cert_evals": {
+        "36": 0.9579439163208008,
+        "72": 0.9392523169517517,
+        "108": 0.9018691182136536,
+        "255": 0.6962616443634033
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/dermatology/fold_3/result.json b/UCI_N6/ortho/runs/dermatology/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..298ad1c5cd3f87cb75c0e5f3cd29193a0f7930ed
--- /dev/null
+++ b/UCI_N6/ortho/runs/dermatology/fold_3/result.json
@@ -0,0 +1,98 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 1.0,
+    "test_acc": 0.9641255605381166,
+    "train_size": 91,
+    "val_size": 52,
+    "test_size": 223,
+    "stats": {
+        "mean": [
+            [
+                -0.05316160439560428,
+                0.07280001098901108,
+                0.00029673626373637353,
+                -0.012712835164835188,
+                0.028039912087912074,
+                -0.05482258241758234,
+                0.01604945054945059,
+                0.009070153846153903,
+                0.011820373626373679,
+                -0.0029178351648351595,
+                -0.14689076923076905,
+                -0.02271290109890109,
+                -0.04484103296703295,
+                0.0036813406593406033,
+                0.08266931868131823,
+                0.054073769230769106,
+                -0.000336973626373744,
+                0.02922736263736266,
+                0.043652076923076925,
+                0.03724537362637369,
+                -0.0024020659340658864,
+                0.03521959340659338,
+                0.0024179780219780282,
+                0.056870879120879105,
+                0.015482648351648276,
+                0.00930285714285733,
+                0.017010725274725344,
+                0.002204784615384724,
+                -0.014655186813186854,
+                0.0622580769230768,
+                0.012532483516483228,
+                0.06330681318681318,
+                -0.004697549450549487,
+                0.015909242857142816
+            ]
+        ],
+        "std": [
+            [
+                0.9579387151851927,
+                0.9666344534450786,
+                0.9971916717551561,
+                1.0285803186606315,
+                0.9689331448788322,
+                0.9145691771687489,
+                0.8846614143098532,
+                1.0173836013652253,
+                0.9964001763067949,
+                0.9871125181905619,
+                0.8027509230903981,
+                0.9299285829647791,
+                0.9412251138507224,
+                0.9834698643403745,
+                1.1391943175030825,
+                0.9785493379039759,
+                1.017445012936306,
+                0.9645207385980711,
+                0.9428629894457031,
+                1.0449962571399996,
+                0.9921708037991144,
+                1.033514126697011,
+                1.048535468132942,
+                1.0684193315579842,
+                1.002284914580432,
+                0.9595830510736266,
+                1.022106722284823,
+                1.0153293741790863,
+                0.9598175741851003,
+                1.1500085669506441,
+                1.0435622629094696,
+                0.949962818915988,
+                1.0144124428718615,
+                1.013968145011949
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 34,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 68,
+    "parameters": 21567,
+    "cert_evals": {
+        "36": 0.9327354431152344,
+        "72": 0.9103139638900757,
+        "108": 0.8789238333702087,
+        "255": 0.6636771559715271
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/echocardiogram/fold_0/result.json b/UCI_N6/ortho/runs/echocardiogram/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..503271681a6735a8c09ab54abd779c44bf10eceb
--- /dev/null
+++ b/UCI_N6/ortho/runs/echocardiogram/fold_0/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 37,
+    "best_val_acc": 0.8,
+    "test_acc": 0.8076923076923077,
+    "train_size": 33,
+    "val_size": 20,
+    "test_size": 78,
+    "stats": {
+        "mean": [
+            [
+                -0.057606475757575756,
+                -0.15964663636363635,
+                -0.060374909090909125,
+                0.0400295,
+                0.10041431515151517,
+                0.07715459090909091,
+                0.009048404242424318,
+                0.011163848484848474,
+                -0.3499357575757576,
+                -0.0035744545454545447
+            ]
+        ],
+        "std": [
+            [
+                1.1573831652081632,
+                0.8404744208999705,
+                0.7381400184555348,
+                1.0796554948826975,
+                0.8705069277860507,
+                1.2129557576954413,
+                1.0456434215229085,
+                0.9246089519830962,
+                1.0989667179647085,
+                0.9932372830639454
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 1947,
+    "cert_evals": {
+        "36": 0.7051281929016113,
+        "72": 0.42307692766189575,
+        "108": 0.23076923191547394,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/echocardiogram/fold_1/result.json b/UCI_N6/ortho/runs/echocardiogram/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e578f387db9a70171156d7f277a81fb781f50821
--- /dev/null
+++ b/UCI_N6/ortho/runs/echocardiogram/fold_1/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.7391304347826086,
+    "test_acc": 0.7466666666666667,
+    "train_size": 33,
+    "val_size": 23,
+    "test_size": 75,
+    "stats": {
+        "mean": [
+            [
+                -0.10427761212121212,
+                -0.08161054545454546,
+                0.08791276969696966,
+                -0.14441026060606058,
+                0.09186773939393943,
+                0.02212875757575757,
+                -0.12115638181818184,
+                0.13688663636363635,
+                -0.19213333333333332,
+                -0.08161054545454546
+            ]
+        ],
+        "std": [
+            [
+                0.8430736384486278,
+                0.9233354795587926,
+                1.041073713648991,
+                0.8385992375905786,
+                0.7966783723844354,
+                0.8163890823085291,
+                0.8747642125794102,
+                0.7576737832204337,
+                1.0947098909221693,
+                0.9233354795587928
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 1947,
+    "cert_evals": {
+        "36": 0.6000000238418579,
+        "72": 0.2666666805744171,
+        "108": 0.20000000298023224,
+        "255": 0.03999999910593033
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/echocardiogram/fold_2/result.json b/UCI_N6/ortho/runs/echocardiogram/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..eee78800e9d2bd35d25f21fcb6d0abbab0283736
--- /dev/null
+++ b/UCI_N6/ortho/runs/echocardiogram/fold_2/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.8,
+    "test_acc": 0.8205128205128205,
+    "train_size": 33,
+    "val_size": 20,
+    "test_size": 78,
+    "stats": {
+        "mean": [
+            [
+                0.04318501212121217,
+                -0.08161054545454545,
+                -0.1960651757575758,
+                0.10663209696969696,
+                -0.039179059090909095,
+                -0.08327692727272729,
+                -0.02021858363636361,
+                -0.027255212121212104,
+                -0.0343309090909092,
+                -0.08161054545454542
+            ]
+        ],
+        "std": [
+            [
+                1.1928881057545633,
+                0.9233354795587926,
+                0.7336788223210056,
+                1.0424668853529024,
+                1.015206992443095,
+                0.7150465728455708,
+                0.9871909809630498,
+                0.7552585618074782,
+                1.0673558137650077,
+                0.9233354795587926
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 1947,
+    "cert_evals": {
+        "36": 0.6666666865348816,
+        "72": 0.4615384638309479,
+        "108": 0.19230769574642181,
+        "255": 0.012820512987673283
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/echocardiogram/fold_3/result.json b/UCI_N6/ortho/runs/echocardiogram/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..daff4c3661a6dcf910289ca9cfa170a79acc52ee
--- /dev/null
+++ b/UCI_N6/ortho/runs/echocardiogram/fold_3/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.8888888888888888,
+    "test_acc": 0.7078651685393258,
+    "train_size": 33,
+    "val_size": 9,
+    "test_size": 89,
+    "stats": {
+        "mean": [
+            [
+                0.17818635454545453,
+                -0.003574454545454491,
+                0.09132509090909088,
+                -0.2657220666666666,
+                0.02064670606060603,
+                0.008581981818181823,
+                -0.001812626060606065,
+                -0.08051203030303035,
+                0.005119696969696846,
+                -0.08161054545454548
+            ]
+        ],
+        "std": [
+            [
+                0.65057027499482,
+                0.9932372830639454,
+                0.9917679778099099,
+                0.9657357364086732,
+                0.9330992242935773,
+                1.0185738628461445,
+                0.9305394942774076,
+                0.8664314560759948,
+                1.0688129554861598,
+                0.9233354795587926
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 1947,
+    "cert_evals": {
+        "36": 0.5955055952072144,
+        "72": 0.37078651785850525,
+        "108": 0.2247191071510315,
+        "255": 0.04494382068514824
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/ecoli/fold_0/result.json b/UCI_N6/ortho/runs/ecoli/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..43a96be25dee16a454aabd58397d4df3dc7c4d30
--- /dev/null
+++ b/UCI_N6/ortho/runs/ecoli/fold_0/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 49,
+    "best_val_acc": 0.7962962962962963,
+    "test_acc": 0.8434343434343434,
+    "train_size": 84,
+    "val_size": 54,
+    "test_size": 198,
+    "stats": {
+        "mean": [
+            [
+                0.013150064285714266,
+                0.030534154761904717,
+                -0.03497671428571443,
+                -0.05455450000000004,
+                -0.07806762144047612,
+                0.0146216491309523,
+                0.00923791428571434
+            ]
+        ],
+        "std": [
+            [
+                0.9944073468449054,
+                1.0029903172616768,
+                0.8958309259021103,
+                1.0,
+                1.0494215334470565,
+                0.9464416656581703,
+                0.9697251209067621
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1077,
+    "cert_evals": {
+        "36": 0.7777777910232544,
+        "72": 0.6616161465644836,
+        "108": 0.46464645862579346,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/ecoli/fold_1/result.json b/UCI_N6/ortho/runs/ecoli/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a92c0933c2d2790a8401d277fbc3d004242ce4c6
--- /dev/null
+++ b/UCI_N6/ortho/runs/ecoli/fold_1/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 82,
+    "best_val_acc": 0.7543859649122807,
+    "test_acc": 0.6974358974358974,
+    "train_size": 84,
+    "val_size": 57,
+    "test_size": 195,
+    "stats": {
+        "mean": [
+            [
+                0.05841213633333324,
+                0.009642500000000023,
+                -0.1049293571428573,
+                -0.05455450000000004,
+                -0.13059923814285718,
+                -0.04276377619047619,
+                -0.11014530833333327
+            ]
+        ],
+        "std": [
+            [
+                1.0146171837993285,
+                1.0844043612606449,
+                0.6372989064356027,
+                1.0,
+                1.1282134026013562,
+                0.9791745837868009,
+                1.0002488772478277
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1077,
+    "cert_evals": {
+        "36": 0.6153846383094788,
+        "72": 0.5025641322135925,
+        "108": 0.4307692348957062,
+        "255": 0.04615384712815285
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/ecoli/fold_2/result.json b/UCI_N6/ortho/runs/ecoli/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..47182276b929bf510ba0dd85fc102cd9940ced3d
--- /dev/null
+++ b/UCI_N6/ortho/runs/ecoli/fold_2/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.44642857142857145,
+    "test_acc": 0.40816326530612246,
+    "train_size": 84,
+    "val_size": 56,
+    "test_size": 196,
+    "stats": {
+        "mean": [
+            [
+                -0.011315743142857089,
+                -0.03455130952380979,
+                -0.03497671428571443,
+                -0.05455450000000004,
+                0.08828174398809528,
+                -0.05821374880952385,
+                -0.06637139999999996
+            ]
+        ],
+        "std": [
+            [
+                1.012351652595517,
+                1.0330947119577754,
+                0.8958309259021106,
+                1.0,
+                1.0026493882045864,
+                0.9566088016671406,
+                0.9710783614044303
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1077,
+    "cert_evals": {
+        "36": 0.04591836780309677,
+        "72": 0.015306122601032257,
+        "108": 0.015306122601032257,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/ecoli/fold_3/result.json b/UCI_N6/ortho/runs/ecoli/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a0e651030072ff3eb736781140a364d5554b9960
--- /dev/null
+++ b/UCI_N6/ortho/runs/ecoli/fold_3/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 78,
+    "best_val_acc": 0.37037037037037035,
+    "test_acc": 0.37373737373737376,
+    "train_size": 84,
+    "val_size": 54,
+    "test_size": 198,
+    "stats": {
+        "mean": [
+            [
+                -0.17523749880952394,
+                -0.0650854523809525,
+                -0.03497671428571443,
+                -0.05455450000000004,
+                0.014348625000000045,
+                -0.16084512944047624,
+                -0.12776817619047612
+            ]
+        ],
+        "std": [
+            [
+                1.0115769923283313,
+                0.9182494349544681,
+                0.8958309259021106,
+                1.0,
+                1.1277230453570237,
+                0.9641663228847202,
+                0.9980600835386763
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1077,
+    "cert_evals": {
+        "36": 0.26767677068710327,
+        "72": 0.1515151560306549,
+        "108": 0.0555555559694767,
+        "255": 0.01515151560306549
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/energy-y1/fold_0/result.json b/UCI_N6/ortho/runs/energy-y1/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b318a87ae71858236a9dc3679ad85f579905f929
--- /dev/null
+++ b/UCI_N6/ortho/runs/energy-y1/fold_0/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.875,
+    "test_acc": 0.8601694915254238,
+    "train_size": 192,
+    "val_size": 104,
+    "test_size": 472,
+    "stats": {
+        "mean": [
+            [
+                0.04037588177083325,
+                -0.02897297395833333,
+                -0.0555741354166667,
+                -0.0014130312499998996,
+                -0.01040988541666666,
+                0.08845356250000003,
+                0.019546906250001692,
+                0.12425216145833322
+            ]
+        ],
+        "std": [
+            [
+                1.0503259507282519,
+                1.0401598299798114,
+                0.9566204676221528,
+                1.0115106857597378,
+                0.9992947803759471,
+                0.9870322434122373,
+                0.9626025350664883,
+                1.0012373439432847
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1288,
+    "cert_evals": {
+        "36": 0.8177965879440308,
+        "72": 0.7775423526763916,
+        "108": 0.6970338821411133,
+        "255": 0.06355932354927063
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/energy-y1/fold_1/result.json b/UCI_N6/ortho/runs/energy-y1/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..476207b72c619cba3cb9b37029b5f8d703c2b3e5
--- /dev/null
+++ b/UCI_N6/ortho/runs/energy-y1/fold_1/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.8484848484848485,
+    "test_acc": 0.8130630630630631,
+    "train_size": 192,
+    "val_size": 132,
+    "test_size": 444,
+    "stats": {
+        "mean": [
+            [
+                -0.035944025000000025,
+                0.01883181770833327,
+                0.02047402083333334,
+                0.008475244791666782,
+                2.3129646346357427e-18,
+                -9.25185853854297e-18,
+                -0.003910447916664952,
+                -0.010073338541666126
+            ]
+        ],
+        "std": [
+            [
+                0.9212095277307366,
+                0.9229015509828643,
+                1.0465139198851874,
+                0.9891013465328523,
+                0.9993489999999986,
+                0.9993506559221339,
+                0.9981490715102995,
+                0.9882682016149288
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1288,
+    "cert_evals": {
+        "36": 0.7702702879905701,
+        "72": 0.7229729890823364,
+        "108": 0.5270270109176636,
+        "255": 0.020270271226763725
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/energy-y1/fold_2/result.json b/UCI_N6/ortho/runs/energy-y1/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9609878d3cac3d6d7ac6c044b26ce73a1eb27ee2
--- /dev/null
+++ b/UCI_N6/ortho/runs/energy-y1/fold_2/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.8235294117647058,
+    "test_acc": 0.838074398249453,
+    "train_size": 192,
+    "val_size": 119,
+    "test_size": 457,
+    "stats": {
+        "mean": [
+            [
+                -0.06401001406250006,
+                0.06953358854166669,
+                -4.583333333418871e-07,
+                0.0678050677083333,
+                -0.0624593125,
+                0.10707533333333334,
+                0.011727677083334845,
+                -0.026863999999998927
+            ]
+        ],
+        "std": [
+            [
+                0.9971640605357807,
+                1.016537043200003,
+                0.9590898709257725,
+                0.9858397966646458,
+                0.997395236645448,
+                0.9977770953987608,
+                1.0267126976352656,
+                1.0236092624260158
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1288,
+    "cert_evals": {
+        "36": 0.5951859951019287,
+        "72": 0.39824944734573364,
+        "108": 0.29759299755096436,
+        "255": 0.039387308061122894
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/energy-y1/fold_3/result.json b/UCI_N6/ortho/runs/energy-y1/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..276da884936a4a1b52ee812380e40a314bd48918
--- /dev/null
+++ b/UCI_N6/ortho/runs/energy-y1/fold_3/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.8771929824561403,
+    "test_acc": 0.8614718614718615,
+    "train_size": 192,
+    "val_size": 114,
+    "test_size": 462,
+    "stats": {
+        "mean": [
+            [
+                -0.09306050364583336,
+                0.10140363020833336,
+                0.038023541666666646,
+                0.08051876041666675,
+                -0.06245931250000001,
+                4.166666664589166e-08,
+                0.16615551562499892,
+                0.11081956770833301
+            ]
+        ],
+        "std": [
+            [
+                1.0103381574343495,
+                1.0260340528127347,
+                0.9660180839931469,
+                0.9757962633490739,
+                0.997395236645448,
+                0.9993506559221341,
+                0.9513965888850403,
+                0.9859377713172496
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1288,
+    "cert_evals": {
+        "36": 0.7922077775001526,
+        "72": 0.6645021438598633,
+        "108": 0.5216450095176697,
+        "255": 0.008658008649945259
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/energy-y2/fold_0/result.json b/UCI_N6/ortho/runs/energy-y2/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0fd2bff8274e722322ecc3a458858700a564a7ca
--- /dev/null
+++ b/UCI_N6/ortho/runs/energy-y2/fold_0/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 60,
+    "best_val_acc": 0.9051724137931034,
+    "test_acc": 0.8652173913043478,
+    "train_size": 192,
+    "val_size": 116,
+    "test_size": 460,
+    "stats": {
+        "mean": [
+            [
+                0.0009850791666666432,
+                0.010139916666666622,
+                0.032173687500000006,
+                -0.005650822916666537,
+                0.010409885416666669,
+                -0.06052093749999998,
+                -0.02541311979166509,
+                0.0537312500000005
+            ]
+        ],
+        "std": [
+            [
+                1.0456101033083376,
+                1.0498619980358046,
+                0.9456106661428212,
+                0.9965179021332218,
+                0.999294780375947,
+                1.0222397484588055,
+                1.030433216371699,
+                0.995731298264168
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1288,
+    "cert_evals": {
+        "36": 0.8304347395896912,
+        "72": 0.7869564890861511,
+        "108": 0.7173912525177002,
+        "255": 0.35652172565460205
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/energy-y2/fold_1/result.json b/UCI_N6/ortho/runs/energy-y2/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0cdaf7b9857a5cdc4fec649709b9f2a33e874f8e
--- /dev/null
+++ b/UCI_N6/ortho/runs/energy-y2/fold_1/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 29,
+    "best_val_acc": 0.8852459016393442,
+    "test_acc": 0.8590308370044053,
+    "train_size": 192,
+    "val_size": 122,
+    "test_size": 454,
+    "stats": {
+        "mean": [
+            [
+                0.07533532916666669,
+                -0.059394307291666594,
+                -0.017550052083333306,
+                -0.04944196875000006,
+                0.031229656250000005,
+                -0.004655374999999985,
+                0.06255218750000145,
+                1.1510416676625372e-06
+            ]
+        ],
+        "std": [
+            [
+                1.0729275910612097,
+                1.0653863321722707,
+                0.9433869502795601,
+                1.0190501631365936,
+                0.998860917431203,
+                0.9951670891648171,
+                1.0163359360027204,
+                1.0396997731000648
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1288,
+    "cert_evals": {
+        "36": 0.8215858936309814,
+        "72": 0.7775329947471619,
+        "108": 0.7224669456481934,
+        "255": 0.2070484459400177
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/energy-y2/fold_2/result.json b/UCI_N6/ortho/runs/energy-y2/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..81c55f714c5b453d4dd8c0c9bfb592024d7a3a42
--- /dev/null
+++ b/UCI_N6/ortho/runs/energy-y2/fold_2/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.860655737704918,
+    "test_acc": 0.8546255506607929,
+    "train_size": 192,
+    "val_size": 122,
+    "test_size": 454,
+    "stats": {
+        "mean": [
+            [
+                -0.0004920619791667415,
+                0.007242729166666742,
+                -0.020474875000000007,
+                0.016951052083333352,
+                2.3129646346357427e-18,
+                0.004655458333333339,
+                0.11924057812500127,
+                0.06380555208333295
+            ]
+        ],
+        "std": [
+            [
+                1.0283618263304504,
+                1.0335770524750947,
+                0.8923225124501564,
+                0.9833589680412395,
+                0.9993489999999986,
+                1.0280747733173587,
+                0.9999909373553216,
+                0.955311666538388
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1288,
+    "cert_evals": {
+        "36": 0.7863435745239258,
+        "72": 0.7158589959144592,
+        "108": 0.6718061566352844,
+        "255": 0.4581497609615326
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/energy-y2/fold_3/result.json b/UCI_N6/ortho/runs/energy-y2/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c8fe89381eb06ba06062592a6d85fe346b97da6d
--- /dev/null
+++ b/UCI_N6/ortho/runs/energy-y2/fold_3/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.8584070796460177,
+    "test_acc": 0.8509719222462203,
+    "train_size": 192,
+    "val_size": 113,
+    "test_size": 463,
+    "stats": {
+        "mean": [
+            [
+                -0.045791585416666704,
+                0.053598781249999984,
+                0.038023489583333334,
+                0.0339023333333334,
+                -0.04163954166666667,
+                0.013966291666666672,
+                0.03909468750000155,
+                0.06716386458333357
+            ]
+        ],
+        "std": [
+            [
+                1.0190772752310013,
+                1.0258162287916472,
+                1.0141309105461986,
+                1.0041302689502694,
+                0.998481132706467,
+                0.9782096135772306,
+                0.997298911424109,
+                1.0244022864972453
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 1288,
+    "cert_evals": {
+        "36": 0.7473002076148987,
+        "72": 0.6198703646659851,
+        "108": 0.4730021357536316,
+        "255": 0.02591792494058609
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/fertility/fold_0/result.json b/UCI_N6/ortho/runs/fertility/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..68b80126248dfa0495a8e41126677fa287231370
--- /dev/null
+++ b/UCI_N6/ortho/runs/fertility/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.7777777777777778,
+    "test_acc": 0.7192982456140351,
+    "train_size": 25,
+    "val_size": 18,
+    "test_size": 57,
+    "stats": {
+        "mean": [
+            [
+                -0.050080199999999984,
+                -0.12364147839999998,
+                0.14793016000000006,
+                -0.32071263999999977,
+                0.1791338,
+                -0.12053400000000013,
+                0.5731312000000003,
+                -0.16074628000000002,
+                0.03862860000000002
+            ]
+        ],
+        "std": [
+            [
+                1.0236052735742232,
+                0.8512034434759349,
+                0.8026475169365781,
+                0.9000012058569202,
+                0.9750796495625166,
+                0.7418187080757671,
+                0.7460504646830267,
+                0.9966002512278438,
+                0.8297482471350933
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1591,
+    "cert_evals": {
+        "36": 0.6140350699424744,
+        "72": 0.5263158082962036,
+        "108": 0.42105263471603394,
+        "255": 0.07017543911933899
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/fertility/fold_1/result.json b/UCI_N6/ortho/runs/fertility/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b9d8486c770e56700aad8a8904e14b99c7e098b9
--- /dev/null
+++ b/UCI_N6/ortho/runs/fertility/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.7857142857142857,
+    "test_acc": 0.8032786885245902,
+    "train_size": 25,
+    "val_size": 14,
+    "test_size": 61,
+    "stats": {
+        "mean": [
+            [
+                0.08396883999999995,
+                0.0741850816,
+                -0.08875767999999994,
+                0.16035823999999999,
+                -0.2985557199999999,
+                0.017217679999999954,
+                -0.28656639999999994,
+                -0.012364960000000034,
+                7.200000000029405e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9493769176881722,
+                1.0402868069724176,
+                1.0846399428755964,
+                1.0014288942292522,
+                0.95537904,
+                1.089027811624688,
+                1.008650391054026,
+                0.9817617018642958,
+                0.9407763787630519
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1591,
+    "cert_evals": {
+        "36": 0.7049179673194885,
+        "72": 0.37704914808273315,
+        "108": 0.21311473846435547,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/fertility/fold_2/result.json b/UCI_N6/ortho/runs/fertility/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..717df057fd341c619386f7d6d539b2a3a00e2563
--- /dev/null
+++ b/UCI_N6/ortho/runs/fertility/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.9,
+    "test_acc": 0.8181818181818182,
+    "train_size": 25,
+    "val_size": 20,
+    "test_size": 55,
+    "stats": {
+        "mean": [
+            [
+                -0.15099352,
+                0.04121466079999998,
+                0.029586240000000055,
+                0.16035823999999999,
+                -0.059710959999999924,
+                0.29272248000000006,
+                0.09552136000000001,
+                -0.25966716,
+                -0.27897695999999994
+            ]
+        ],
+        "std": [
+            [
+                0.9753651401849921,
+                1.00304651742069,
+                0.9614305510351658,
+                1.001428894229252,
+                0.9943900320852971,
+                0.9593333711047946,
+                0.911221690762852,
+                0.8623722386522275,
+                0.6562133354788506
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1591,
+    "cert_evals": {
+        "36": 0.6727272272109985,
+        "72": 0.5090909004211426,
+        "108": 0.27272725105285645,
+        "255": 0.0181818176060915
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/fertility/fold_3/result.json b/UCI_N6/ortho/runs/fertility/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f2ffcf8a2047e0dd30a91c6fcea0f221334e8f2
--- /dev/null
+++ b/UCI_N6/ortho/runs/fertility/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.8181818181818182,
+    "test_acc": 0.875,
+    "train_size": 25,
+    "val_size": 11,
+    "test_size": 64,
+    "stats": {
+        "mean": [
+            [
+                -0.05008016,
+                0.16980184160000003,
+                0.029586240000000055,
+                -0.08017719999999987,
+                -0.13932587999999993,
+                0.22384639999999986,
+                -0.19104464,
+                0.23493724,
+                -0.28326872000000003
+            ]
+        ],
+        "std": [
+            [
+                0.967192993888714,
+                1.0029056548149258,
+                0.9614305510351658,
+                0.981981821759731,
+                0.9879951745516705,
+                0.9393450743392652,
+                0.9552200000001204,
+                1.0881296800000002,
+                0.6448658384270962
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1591,
+    "cert_evals": {
+        "36": 0.734375,
+        "72": 0.640625,
+        "108": 0.546875,
+        "255": 0.109375
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/flags/fold_0/result.json b/UCI_N6/ortho/runs/flags/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5afefe042dd9de524b13a81ed6cc537d7a7cacd1
--- /dev/null
+++ b/UCI_N6/ortho/runs/flags/fold_0/result.json
@@ -0,0 +1,86 @@
+{
+    "best_epoch": 49,
+    "best_val_acc": 0.4074074074074074,
+    "test_acc": 0.40336134453781514,
+    "train_size": 48,
+    "val_size": 27,
+    "test_size": 119,
+    "stats": {
+        "mean": [
+            [
+                0.2352414791666667,
+                -0.14561693750000007,
+                0.1764680979166667,
+                0.11582924333333333,
+                0.0278278833333333,
+                0.04467812499999988,
+                -0.14742766666666676,
+                -0.14850950000000007,
+                0.10914166666666664,
+                0.020176562500000023,
+                -0.14527287500000005,
+                -0.021462375000000023,
+                -0.005958499999999978,
+                -0.18136456250000013,
+                -0.1484010833333332,
+                -0.13407733333333335,
+                -0.14238879166666651,
+                -0.06353299999999999,
+                0.039132958333333315,
+                0.23061385416666677,
+                0.16322545416666676,
+                0.20470881250000014,
+                -0.04084762500000006,
+                -0.005915999999999931,
+                -0.08552499999999989,
+                0.003115083333333317,
+                -0.00012200000000005262,
+                0.016370875000000003
+            ]
+        ],
+        "std": [
+            [
+                0.9423798810959939,
+                0.9424971000607776,
+                1.1257258803436931,
+                1.5640772168523231,
+                0.9974256598053217,
+                1.129307049644929,
+                1.052031616542435,
+                0.7965270829416287,
+                0.9104918487062668,
+                0.9984666452987403,
+                0.9898063223282548,
+                0.9958585433814053,
+                1.0008837456871553,
+                0.8789136023594675,
+                0.8091964732150918,
+                0.9827727342487288,
+                0.6596688427296609,
+                0.858146791992489,
+                1.050181614737104,
+                1.5175473203808312,
+                0.8994410282874392,
+                1.317453200121319,
+                0.9530138431587623,
+                0.994027422565394,
+                0.9275008724551151,
+                1.0021317232904448,
+                0.9667438830883966,
+                0.9280632223285767
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 28,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 56,
+    "parameters": 14853,
+    "cert_evals": {
+        "36": 0.29411765933036804,
+        "72": 0.21008405089378357,
+        "108": 0.11764706671237946,
+        "255": 0.02521008625626564
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/flags/fold_1/result.json b/UCI_N6/ortho/runs/flags/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3505c451f5fbbc1eb7d8798f7db70ed9f045e290
--- /dev/null
+++ b/UCI_N6/ortho/runs/flags/fold_1/result.json
@@ -0,0 +1,86 @@
+{
+    "best_epoch": 32,
+    "best_val_acc": 0.6206896551724138,
+    "test_acc": 0.41025641025641024,
+    "train_size": 48,
+    "val_size": 29,
+    "test_size": 117,
+    "stats": {
+        "mean": [
+            [
+                0.19499710416666668,
+                -0.0022983958333333797,
+                -0.02790886250000002,
+                0.11650907499999995,
+                -0.06750504166666671,
+                -0.11583450000000012,
+                -0.10268268750000005,
+                0.02775170833333333,
+                0.26183579166666643,
+                -0.02146237499999999,
+                -0.14527287500000005,
+                0.27001018749999983,
+                -0.10226858333333351,
+                0.10011306249999985,
+                -0.3313875208333335,
+                -0.17088533333333333,
+                -0.18737783333333316,
+                -0.06353299999999996,
+                0.03913295833333332,
+                -0.008377395833333351,
+                -0.026332812499999955,
+                -0.15468943749999978,
+                0.07922083333333325,
+                0.13755950000000008,
+                -0.03367612499999993,
+                0.07865360416666665,
+                0.0827322729166666,
+                -0.1398202291666666
+            ]
+        ],
+        "std": [
+            [
+                1.0149211380035321,
+                1.0106590573641523,
+                0.800987362794606,
+                1.5710238762349773,
+                0.9911412389198323,
+                0.8417359860573123,
+                0.7550650019137193,
+                0.8454707572998891,
+                0.7463117905961775,
+                0.9958585433814053,
+                0.9898063223282548,
+                0.9774069853377493,
+                1.0506189728199082,
+                1.04374696833814,
+                0.41816393735262497,
+                0.8196612593038392,
+                0.596847083543995,
+                0.8581467919924893,
+                1.050181614737104,
+                0.8097533539243018,
+                0.6013621428718394,
+                0.6159775664971462,
+                1.073924939147738,
+                1.064042786035294,
+                0.9713883617826264,
+                1.1076121378365742,
+                1.021768139613268,
+                0.8455337132759265
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 28,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 56,
+    "parameters": 14853,
+    "cert_evals": {
+        "36": 0.3333333432674408,
+        "72": 0.25641027092933655,
+        "108": 0.19658119976520538,
+        "255": 0.0683760717511177
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/flags/fold_2/result.json b/UCI_N6/ortho/runs/flags/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..32c52dbc0be040cb62b8974b077a9d10c16810c1
--- /dev/null
+++ b/UCI_N6/ortho/runs/flags/fold_2/result.json
@@ -0,0 +1,86 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.3076923076923077,
+    "test_acc": 0.375,
+    "train_size": 48,
+    "val_size": 26,
+    "test_size": 120,
+    "stats": {
+        "mean": [
+            [
+                0.0340199583333333,
+                0.10917162499999984,
+                -0.07162090208333334,
+                0.06506778333333332,
+                -0.10921322916666676,
+                0.12493452083333324,
+                0.013654270833333296,
+                0.15594170833333318,
+                -0.04355245833333338,
+                -0.021462374999999978,
+                0.104134875,
+                0.02017656249999995,
+                0.1385066249999999,
+                0.053200124999999876,
+                0.09558083333333343,
+                0.3076187916666668,
+                0.17253487500000028,
+                0.15269966666666668,
+                0.1823765416666667,
+                0.13501729166666662,
+                0.262743825,
+                -0.06483987499999996,
+                0.19928929166666667,
+                -0.1015663333333332,
+                -0.03367612499999994,
+                0.07865360416666677,
+                0.23660444999999997,
+                0.06843458333333337
+            ]
+        ],
+        "std": [
+            [
+                1.0728446319744602,
+                1.004997765945125,
+                0.6738313483909325,
+                1.1276322526496132,
+                0.9889360364810051,
+                1.0737570402474663,
+                1.2301542970075396,
+                1.0335005003320021,
+                1.0268293591046207,
+                0.9958585433814053,
+                0.9898063223282548,
+                0.9984666452987404,
+                0.9021844164633743,
+                1.0235194592787966,
+                1.0911203018947113,
+                1.043398618770709,
+                1.428359917728367,
+                1.0537876663148145,
+                1.2133500974257005,
+                0.931759019467099,
+                1.699034990837401,
+                0.8618067283867119,
+                1.170282570673264,
+                0.9322841280124254,
+                0.9713883617826267,
+                1.1076121378365744,
+                1.009283746545842,
+                1.0092164745858712
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 28,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 56,
+    "parameters": 14853,
+    "cert_evals": {
+        "36": 0.22500000894069672,
+        "72": 0.10000000894069672,
+        "108": 0.05833333730697632,
+        "255": 0.01666666753590107
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/flags/fold_3/result.json b/UCI_N6/ortho/runs/flags/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1cda86366d91a337d93fd27d2fa716d3d50e7bfb
--- /dev/null
+++ b/UCI_N6/ortho/runs/flags/fold_3/result.json
@@ -0,0 +1,86 @@
+{
+    "best_epoch": 29,
+    "best_val_acc": 0.1935483870967742,
+    "test_acc": 0.3391304347826087,
+    "train_size": 48,
+    "val_size": 31,
+    "test_size": 115,
+    "stats": {
+        "mean": [
+            [
+                0.060849604166666675,
+                -0.11376839583333333,
+                -0.09783850416666667,
+                -0.09356036875000003,
+                0.22445235416666667,
+                0.024614104166666605,
+                0.0762974583333333,
+                0.09184660416666661,
+                -0.14534854166666666,
+                -0.021462374999999978,
+                0.18727079166666663,
+                0.061815500000000016,
+                0.042196541666666705,
+                0.10011306249999992,
+                -0.08740560416666669,
+                0.0008853750000000308,
+                -0.1423887916666665,
+                -0.06353283333333333,
+                -0.10411062500000007,
+                -0.056175625000000166,
+                0.25800489583333336,
+                -0.15468943749999986,
+                0.07922083333333328,
+                -0.10156633333333316,
+                -0.08552499999999985,
+                0.0031150833333333725,
+                -0.1421576375,
+                0.0684342083333334
+            ]
+        ],
+        "std": [
+            [
+                1.0293582077836319,
+                0.9794406225141076,
+                0.6268224867254953,
+                0.3684227553507345,
+                1.025591356541465,
+                1.1118837703058688,
+                1.0365020313045694,
+                1.0275207215403601,
+                1.0856923338143685,
+                0.9958585433814053,
+                0.9757408637342995,
+                0.9993344999999996,
+                0.9714914160365958,
+                1.0437469683381402,
+                0.8943692877865511,
+                1.023515389848972,
+                0.6596688427296608,
+                1.0084428269148291,
+                0.8321700190516114,
+                0.7587733649056444,
+                1.7047553305488228,
+                0.615977566497146,
+                1.073924939147738,
+                0.9322841280124254,
+                0.9275008724551151,
+                1.0021317232904448,
+                0.8580294890796403,
+                1.071739861024061
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 28,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 56,
+    "parameters": 14853,
+    "cert_evals": {
+        "36": 0.19130434095859528,
+        "72": 0.09565217047929764,
+        "108": 0.03478260710835457,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/glass/fold_0/result.json b/UCI_N6/ortho/runs/glass/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..17a01eec7b9ad888d0cc436652f933288004a9ce
--- /dev/null
+++ b/UCI_N6/ortho/runs/glass/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.40540540540540543,
+    "test_acc": 0.45161290322580644,
+    "train_size": 53,
+    "val_size": 37,
+    "test_size": 124,
+    "stats": {
+        "mean": [
+            [
+                0.012939788679245282,
+                0.04699466943396226,
+                0.04250909433962263,
+                -0.01625201207547179,
+                -0.03750319433962267,
+                -0.18787082075471698,
+                0.06524139433962263,
+                -0.040507150943396124,
+                -0.2307195471698114
+            ]
+        ],
+        "std": [
+            [
+                0.801738486196533,
+                0.8467082620054888,
+                0.9820084649167357,
+                0.9338214241369891,
+                0.8598618475288062,
+                0.3955791139166082,
+                0.8724031270593463,
+                0.8657099216828293,
+                0.7013424696367202
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1667,
+    "cert_evals": {
+        "36": 0.3145161271095276,
+        "72": 0.08064515888690948,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/glass/fold_1/result.json b/UCI_N6/ortho/runs/glass/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..461748465ef1028567ce200f7a7d08a54ac69b62
--- /dev/null
+++ b/UCI_N6/ortho/runs/glass/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.16666666666666666,
+    "test_acc": 0.1297709923664122,
+    "train_size": 53,
+    "val_size": 30,
+    "test_size": 131,
+    "stats": {
+        "mean": [
+            [
+                -0.06851211245283018,
+                -0.15009423962264148,
+                0.02275701132075471,
+                -0.11148559811320762,
+                0.16614626415094338,
+                0.138459841509434,
+                -0.08099267547169811,
+                0.036904622641509635,
+                -0.12809118867924535
+            ]
+        ],
+        "std": [
+            [
+                0.8515731555985958,
+                0.9581970001358434,
+                0.9640671504859841,
+                0.9248622429706228,
+                0.9755758770264732,
+                1.357781655818288,
+                0.8022445220282372,
+                1.1525134057528226,
+                0.8492428385949199
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1667,
+    "cert_evals": {
+        "36": 0.12977099418640137,
+        "72": 0.1221374049782753,
+        "108": 0.09923664480447769,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/glass/fold_2/result.json b/UCI_N6/ortho/runs/glass/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a803f2db6c1b00f26c039752f66b27ea728616d
--- /dev/null
+++ b/UCI_N6/ortho/runs/glass/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 25,
+    "best_val_acc": 0.5384615384615384,
+    "test_acc": 0.4222222222222222,
+    "train_size": 53,
+    "val_size": 26,
+    "test_size": 135,
+    "stats": {
+        "mean": [
+            [
+                0.17342035830188673,
+                0.10083030188679246,
+                -0.0808434981132076,
+                -0.019653658490565933,
+                -0.19072764905660378,
+                0.02794728113207545,
+                0.12344338867924527,
+                -0.06403424528301871,
+                0.22045922641509424
+            ]
+        ],
+        "std": [
+            [
+                1.2137577085998512,
+                0.8431029761509528,
+                1.0333305367739407,
+                1.0160914345283907,
+                1.0137208401349003,
+                1.2887142840709145,
+                1.1306321303495666,
+                0.9397607053756946,
+                1.2490718777482173
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1667,
+    "cert_evals": {
+        "36": 0.14814814925193787,
+        "72": 0.014814814552664757,
+        "108": 0.007407407276332378,
+        "255": 0.007407407276332378
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/glass/fold_3/result.json b/UCI_N6/ortho/runs/glass/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..cba9b422b76eb7de7d7521e6f88ef8dd8b67972d
--- /dev/null
+++ b/UCI_N6/ortho/runs/glass/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 65,
+    "best_val_acc": 0.39285714285714285,
+    "test_acc": 0.3308270676691729,
+    "train_size": 53,
+    "val_size": 28,
+    "test_size": 133,
+    "stats": {
+        "mean": [
+            [
+                -0.09789963037735849,
+                -0.25360606113207534,
+                -0.0009194132075472026,
+                0.04837090226415086,
+                0.10451545471698113,
+                0.3782897773584904,
+                -0.08351155283018871,
+                -0.02570778301886777,
+                0.11976666037735839
+            ]
+        ],
+        "std": [
+            [
+                0.9830235331660265,
+                0.9613168258565478,
+                1.0022618468949342,
+                0.9817559883419383,
+                1.0203488325490284,
+                1.7842263867081236,
+                1.0422858738909424,
+                0.9054813684433138,
+                1.1073266176346976
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1667,
+    "cert_evals": {
+        "36": 0.05263157933950424,
+        "72": 0.02255639061331749,
+        "108": 0.015037594363093376,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/haberman-survival/fold_0/result.json b/UCI_N6/ortho/runs/haberman-survival/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2c38ea096d330522b56207f7b25820cdd0fdd485
--- /dev/null
+++ b/UCI_N6/ortho/runs/haberman-survival/fold_0/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.717391304347826,
+    "test_acc": 0.7391304347826086,
+    "train_size": 76,
+    "val_size": 46,
+    "test_size": 184,
+    "stats": {
+        "mean": [
+            [
+                0.056303715789473636,
+                0.11814425789473684,
+                0.07505885618421046
+            ]
+        ],
+        "std": [
+            [
+                1.071529133459213,
+                0.9640121301272397,
+                1.1153002449883138
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 507,
+    "cert_evals": {
+        "36": 0.739130437374115,
+        "72": 0.739130437374115,
+        "108": 0.739130437374115,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/haberman-survival/fold_1/result.json b/UCI_N6/ortho/runs/haberman-survival/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f8515620984c6e0a8ea9bc08c5c796019033b6e
--- /dev/null
+++ b/UCI_N6/ortho/runs/haberman-survival/fold_1/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.8604651162790697,
+    "test_acc": 0.7058823529411765,
+    "train_size": 76,
+    "val_size": 43,
+    "test_size": 187,
+    "stats": {
+        "mean": [
+            [
+                0.10623882105263147,
+                0.09384808421052634,
+                0.007344408815789407
+            ]
+        ],
+        "std": [
+            [
+                1.0605035134671559,
+                1.0869710980458733,
+                1.1078408305262222
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 507,
+    "cert_evals": {
+        "36": 0.7058823704719543,
+        "72": 0.3582887649536133,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/haberman-survival/fold_2/result.json b/UCI_N6/ortho/runs/haberman-survival/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f8a395ee94f06fdc4c8332e725ce1ff1501ba5c
--- /dev/null
+++ b/UCI_N6/ortho/runs/haberman-survival/fold_2/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.8301886792452831,
+    "test_acc": 0.6666666666666666,
+    "train_size": 76,
+    "val_size": 53,
+    "test_size": 177,
+    "stats": {
+        "mean": [
+            [
+                0.06604734605263156,
+                -0.015483576315789458,
+                0.01100456263157891
+            ]
+        ],
+        "std": [
+            [
+                1.0531764871263751,
+                0.9959949318361989,
+                0.8640777726923776
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 507,
+    "cert_evals": {
+        "36": 0.2259887009859085,
+        "72": 0.016949152573943138,
+        "108": 0.005649717524647713,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/haberman-survival/fold_3/result.json b/UCI_N6/ortho/runs/haberman-survival/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2facbb8fa6a99766b4b9fcdf7f2e416a493fc1ee
--- /dev/null
+++ b/UCI_N6/ortho/runs/haberman-survival/fold_3/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.7837837837837838,
+    "test_acc": 0.7098445595854922,
+    "train_size": 76,
+    "val_size": 37,
+    "test_size": 193,
+    "stats": {
+        "mean": [
+            [
+                -0.03016957763157897,
+                -0.13291423947368405,
+                0.01283475092105254
+            ]
+        ],
+        "std": [
+            [
+                1.0380766725977404,
+                1.0963438485094303,
+                1.0823191968380823
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 507,
+    "cert_evals": {
+        "36": 0.41450774669647217,
+        "72": 0.11917097866535187,
+        "108": 0.005181347019970417,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/hayes-roth/fold_0/result.json b/UCI_N6/ortho/runs/hayes-roth/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..23a422f22885d2090cd55b0a2bd904c9c494ba6f
--- /dev/null
+++ b/UCI_N6/ortho/runs/hayes-roth/fold_0/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.6470588235294118,
+    "test_acc": 0.5918367346938775,
+    "train_size": 28,
+    "val_size": 34,
+    "test_size": 98,
+    "stats": {
+        "mean": [
+            [
+                -2.0777030889413645e-15,
+                -2.0142617732484982e-15,
+                -2.0142617732484982e-15
+            ]
+        ],
+        "std": [
+            [
+                0.9711863730167035,
+                0.9711863730167036,
+                0.9711863730167035
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 518,
+    "cert_evals": {
+        "36": 0.10204081237316132,
+        "72": 0.020408162847161293,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/hayes-roth/fold_1/result.json b/UCI_N6/ortho/runs/hayes-roth/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb96019bbba6315b307185c2e1444b8ab1c5a1c2
--- /dev/null
+++ b/UCI_N6/ortho/runs/hayes-roth/fold_1/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 30,
+    "best_val_acc": 0.64,
+    "test_acc": 0.5794392523364486,
+    "train_size": 28,
+    "val_size": 25,
+    "test_size": 107,
+    "stats": {
+        "mean": [
+            [
+                -2.0777030889413645e-15,
+                -2.0142617732484982e-15,
+                -2.0142617732484982e-15
+            ]
+        ],
+        "std": [
+            [
+                0.9711863730167035,
+                0.9711863730167036,
+                0.9711863730167035
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 518,
+    "cert_evals": {
+        "36": 0.037383176386356354,
+        "72": 0.009345794096589088,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/hayes-roth/fold_2/result.json b/UCI_N6/ortho/runs/hayes-roth/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b814a736c8dda9545bbd935c5bc1e14b8b2d84cd
--- /dev/null
+++ b/UCI_N6/ortho/runs/hayes-roth/fold_2/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.35714285714285715,
+    "test_acc": 0.3942307692307692,
+    "train_size": 28,
+    "val_size": 28,
+    "test_size": 104,
+    "stats": {
+        "mean": [
+            [
+                -2.0777030889413645e-15,
+                -2.0142617732484982e-15,
+                -2.0142617732484982e-15
+            ]
+        ],
+        "std": [
+            [
+                0.9711863730167035,
+                0.9711863730167036,
+                0.9711863730167035
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 518,
+    "cert_evals": {
+        "36": 0.39423078298568726,
+        "72": 0.18269231915473938,
+        "108": 0.03846153989434242,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/hayes-roth/fold_3/result.json b/UCI_N6/ortho/runs/hayes-roth/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c181748a8f9bb8fee65641720e4c8c1bb89329e
--- /dev/null
+++ b/UCI_N6/ortho/runs/hayes-roth/fold_3/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.6071428571428571,
+    "test_acc": 0.4807692307692308,
+    "train_size": 28,
+    "val_size": 28,
+    "test_size": 104,
+    "stats": {
+        "mean": [
+            [
+                -2.0777030889413645e-15,
+                -2.0142617732484982e-15,
+                -2.0142617732484982e-15
+            ]
+        ],
+        "std": [
+            [
+                0.9711863730167035,
+                0.9711863730167036,
+                0.9711863730167035
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 518,
+    "cert_evals": {
+        "36": 0.18269231915473938,
+        "72": 0.01923076994717121,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/heart-cleveland/fold_0/result.json b/UCI_N6/ortho/runs/heart-cleveland/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..730eebe17ac642a6e1cb92eb0c0bbc684d9b99f4
--- /dev/null
+++ b/UCI_N6/ortho/runs/heart-cleveland/fold_0/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.5740740740740741,
+    "test_acc": 0.5722543352601156,
+    "train_size": 76,
+    "val_size": 54,
+    "test_size": 173,
+    "stats": {
+        "mean": [
+            [
+                0.025679380263157865,
+                0.06560718421052641,
+                -0.04165710526315796,
+                0.12079876315789474,
+                -0.05836617236842103,
+                0.21103164473684244,
+                0.009953435000000009,
+                -0.04552891578947369,
+                -0.07930921052631572,
+                0.018019449999999958,
+                -0.1633495263157895,
+                0.1490460526315791,
+                0.1173184736842107
+            ]
+        ],
+        "std": [
+            [
+                0.8936682722687875,
+                0.9705101476202265,
+                1.0410809532354568,
+                0.9713482365754217,
+                1.0046131234392313,
+                1.1698900228292355,
+                0.991743905598925,
+                1.063967410026795,
+                0.9653541002995567,
+                0.9670845428420584,
+                0.8530269008877411,
+                1.0419737091060064,
+                0.9887800977718967
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 3312,
+    "cert_evals": {
+        "36": 0.4161849617958069,
+        "72": 0.2832369804382324,
+        "108": 0.080924853682518,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/heart-cleveland/fold_1/result.json b/UCI_N6/ortho/runs/heart-cleveland/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e3cf11bd0bde5fbb858960c39f2632723609566
--- /dev/null
+++ b/UCI_N6/ortho/runs/heart-cleveland/fold_1/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 32,
+    "best_val_acc": 0.4883720930232558,
+    "test_acc": 0.41304347826086957,
+    "train_size": 76,
+    "val_size": 43,
+    "test_size": 184,
+    "stats": {
+        "mean": [
+            [
+                -0.2101489736842105,
+                0.09376453947368439,
+                -0.1649965789473685,
+                -0.03545365789473685,
+                -0.1381618,
+                0.02633263157894729,
+                -0.1355152364473684,
+                -0.028272514473684226,
+                0.060729605263158,
+                -0.12137016052631582,
+                0.02882180263157893,
+                -0.062184184210526385,
+                -0.10297684210526317
+            ]
+        ],
+        "std": [
+            [
+                0.9630708106281646,
+                0.9569359106048417,
+                1.0685892850045124,
+                0.9716813782156916,
+                0.8933102337559928,
+                1.0237058396713807,
+                0.987768251139324,
+                1.0505795881681008,
+                1.018728244712418,
+                0.800844776889746,
+                0.9838325491030496,
+                0.9678759361024273,
+                0.9824728943441249
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 3312,
+    "cert_evals": {
+        "36": 0.28804346919059753,
+        "72": 0.15217392146587372,
+        "108": 0.05434782803058624,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/heart-cleveland/fold_2/result.json b/UCI_N6/ortho/runs/heart-cleveland/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4c3418d1ad9647eaa7718ea0b480cbce8896b4e
--- /dev/null
+++ b/UCI_N6/ortho/runs/heart-cleveland/fold_2/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 57,
+    "best_val_acc": 0.3508771929824561,
+    "test_acc": 0.4470588235294118,
+    "train_size": 76,
+    "val_size": 57,
+    "test_size": 170,
+    "stats": {
+        "mean": [
+            [
+                0.009666096052631561,
+                0.12192189473684223,
+                -0.04165730263157901,
+                -0.053396460526315796,
+                0.009485552631578952,
+                -0.08448677631578952,
+                -0.12229084131578946,
+                0.029248118421052637,
+                0.0887373684210527,
+                0.14607715657894724,
+                0.007469368421052609,
+                0.13496389473684212,
+                -0.016193828947368444
+            ]
+        ],
+        "std": [
+            [
+                0.991747257977119,
+                0.9423253440641232,
+                1.054702252215874,
+                1.01578753443219,
+                0.912628998922061,
+                0.9070959475884481,
+                0.9828872816770845,
+                1.0215811465249889,
+                1.026781557739585,
+                1.110916508206595,
+                1.0555936285886078,
+                1.1293737151568792,
+                0.9751655205627294
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 3312,
+    "cert_evals": {
+        "36": 0.20000000298023224,
+        "72": 0.029411764815449715,
+        "108": 0.0058823530562222,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/heart-cleveland/fold_3/result.json b/UCI_N6/ortho/runs/heart-cleveland/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..85cc4076043c9af03e3becafa48f278346ca76b0
--- /dev/null
+++ b/UCI_N6/ortho/runs/heart-cleveland/fold_3/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 68,
+    "best_val_acc": 0.5405405405405406,
+    "test_acc": 0.42105263157894735,
+    "train_size": 76,
+    "val_size": 37,
+    "test_size": 190,
+    "stats": {
+        "mean": [
+            [
+                0.009666401315789493,
+                -0.1314943026315789,
+                -0.027953026315789546,
+                -0.017510736842105287,
+                0.14569758815789477,
+                -0.12142657894736847,
+                0.16864663157894735,
+                0.0298232342105263,
+                0.032721842105263264,
+                -0.0567749657894737,
+                -0.14199722368421067,
+                0.050471736842105284,
+                -0.002842618421052697
+            ]
+        ],
+        "std": [
+            [
+                1.037308935092612,
+                1.039536608942455,
+                1.0731491570199134,
+                0.9857713056853448,
+                1.1678879570276746,
+                0.8615768485992676,
+                0.9924490204448371,
+                1.0295305309669156,
+                1.0098342617684068,
+                1.0125711830157138,
+                0.967005700282042,
+                1.1226814635925688,
+                0.9876978299691207
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 3312,
+    "cert_evals": {
+        "36": 0.1631578952074051,
+        "72": 0.04210526496171951,
+        "108": 0.015789475291967392,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/heart-hungarian/fold_0/result.json b/UCI_N6/ortho/runs/heart-hungarian/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9495309cf1054403bae88d09f3ddd43855e3767
--- /dev/null
+++ b/UCI_N6/ortho/runs/heart-hungarian/fold_0/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.8823529411764706,
+    "test_acc": 0.8235294117647058,
+    "train_size": 73,
+    "val_size": 34,
+    "test_size": 187,
+    "stats": {
+        "mean": [
+            [
+                0.0800741506849315,
+                0.187091506849315,
+                0.14536817123287665,
+                0.057955123287671204,
+                0.007548964931506878,
+                0.0018470410958903167,
+                -0.026523986301369866,
+                -0.07145227945205493,
+                -0.002936657534246297,
+                0.06359038356164397,
+                0.03073776712328766,
+                -0.08100684931506869
+            ]
+        ],
+        "std": [
+            [
+                0.9987991948716954,
+                0.8797143812899805,
+                1.0138369657816542,
+                1.004282733869356,
+                1.1169105950079397,
+                1.0014602608653556,
+                0.9486883864181348,
+                1.0204510052676476,
+                0.9970306548239305,
+                1.1098417855233023,
+                1.0026671671379417,
+                0.8754503895152498
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2767,
+    "cert_evals": {
+        "36": 0.7540107369422913,
+        "72": 0.6791443824768066,
+        "108": 0.5133689641952515,
+        "255": 0.03743315488100052
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/heart-hungarian/fold_1/result.json b/UCI_N6/ortho/runs/heart-hungarian/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d744ff90c77fe034f3250bd0dc95c3d89678f84
--- /dev/null
+++ b/UCI_N6/ortho/runs/heart-hungarian/fold_1/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 15,
+    "best_val_acc": 0.7435897435897436,
+    "test_acc": 0.8131868131868132,
+    "train_size": 73,
+    "val_size": 39,
+    "test_size": 182,
+    "stats": {
+        "mean": [
+            [
+                -0.03390847945205465,
+                0.1564823287671232,
+                -0.05334468493150675,
+                0.17270156164383563,
+                -0.14544580410958913,
+                -0.10677657534246586,
+                0.03300201369863015,
+                0.11938546301369855,
+                0.026828767123288015,
+                0.11635597260273989,
+                0.11918921917808224,
+                -0.025584246575342404
+            ]
+        ],
+        "std": [
+            [
+                1.015281664085163,
+                0.9028410442013451,
+                1.0337121941577725,
+                0.9152783215528201,
+                0.8308188513709485,
+                0.787052874670898,
+                0.9862292931929137,
+                0.8791726610331962,
+                1.0093946605762534,
+                0.9709004823896129,
+                0.9957071278619543,
+                0.9379507836223181
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2767,
+    "cert_evals": {
+        "36": 0.7692307829856873,
+        "72": 0.7087912559509277,
+        "108": 0.6153846383094788,
+        "255": 0.13736264407634735
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/heart-hungarian/fold_2/result.json b/UCI_N6/ortho/runs/heart-hungarian/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..472d5a29087f07659cc9acf4fbf514ee3c2d7ce9
--- /dev/null
+++ b/UCI_N6/ortho/runs/heart-hungarian/fold_2/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.8095238095238095,
+    "test_acc": 0.8156424581005587,
+    "train_size": 73,
+    "val_size": 42,
+    "test_size": 179,
+    "stats": {
+        "mean": [
+            [
+                0.14495649315068504,
+                0.003436438356164301,
+                -0.06753834246575333,
+                0.2389838082191781,
+                0.03065915232876712,
+                -0.16108838356164396,
+                0.03300202739726026,
+                0.07263872739726036,
+                0.02682876712328804,
+                -0.04947819178082209,
+                0.0012539315068493056,
+                -0.05725431506849332
+            ]
+        ],
+        "std": [
+            [
+                0.9448396245451279,
+                0.9965626371881349,
+                0.9510883979986018,
+                0.9219475695799935,
+                0.863125052835077,
+                0.6471998892994516,
+                1.0497525444673081,
+                0.9275566360232819,
+                1.0093946605762534,
+                0.8385071156366399,
+                0.992646777404723,
+                0.8922594920555511
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2767,
+    "cert_evals": {
+        "36": 0.7653630971908569,
+        "72": 0.7541899085044861,
+        "108": 0.6592178344726562,
+        "255": 0.10614524781703949
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/heart-hungarian/fold_3/result.json b/UCI_N6/ortho/runs/heart-hungarian/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..004878204778aea09f112125636fe78ed5948e17
--- /dev/null
+++ b/UCI_N6/ortho/runs/heart-hungarian/fold_3/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.8181818181818182,
+    "test_acc": 0.7740112994350282,
+    "train_size": 73,
+    "val_size": 44,
+    "test_size": 177,
+    "stats": {
+        "mean": [
+            [
+                0.03448108219178094,
+                0.03404561643835607,
+                0.2021428561643836,
+                -0.012603835616438326,
+                0.012083080821917778,
+                0.0018470410958903595,
+                0.03300201369863012,
+                -0.05440366712328782,
+                0.14589046575342487,
+                0.0786663835616438,
+                0.13393120547945203,
+                -0.05725438356164386
+            ]
+        ],
+        "std": [
+            [
+                0.9357023656034743,
+                0.98044976884177,
+                0.9447129008604433,
+                0.8618425109620811,
+                1.2011825380327528,
+                1.0014602608653553,
+                0.986229293192914,
+                0.847254895689431,
+                1.0489937022040874,
+                1.0096312619774381,
+                1.0380236400472438,
+                0.844840730482065
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2767,
+    "cert_evals": {
+        "36": 0.7231638431549072,
+        "72": 0.5762711763381958,
+        "108": 0.33898305892944336,
+        "255": 0.07909604907035828
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/heart-switzerland/fold_0/result.json b/UCI_N6/ortho/runs/heart-switzerland/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..37023bd2064b3fdc6f8fdd2a05dd5b3c5f5d1186
--- /dev/null
+++ b/UCI_N6/ortho/runs/heart-switzerland/fold_0/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.3333333333333333,
+    "test_acc": 0.28378378378378377,
+    "train_size": 31,
+    "val_size": 18,
+    "test_size": 74,
+    "stats": {
+        "mean": [
+            [
+                -0.03867648709677418,
+                0.061165483870967645,
+                -0.031605645161290254,
+                -0.04727649354838697,
+                0.12035961290322578,
+                0.10471612903225812,
+                0.10948048064516128,
+                0.21947058064516128,
+                0.24267312903225804,
+                0.146339935483871,
+                0.09546838709677423,
+                -0.14905170967741943
+            ]
+        ],
+        "std": [
+            [
+                1.1959209887023292,
+                0.8952513255013157,
+                1.0680537841920705,
+                1.1526431663263934,
+                1.2389629579337629,
+                1.0370364433639812,
+                0.8482163286791152,
+                0.998704338537551,
+                0.823971907762666,
+                0.9616527651367163,
+                1.172612838656165,
+                1.0452475193168111
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2842,
+    "cert_evals": {
+        "36": 0.09459459781646729,
+        "72": 0.027027027681469917,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/heart-switzerland/fold_1/result.json b/UCI_N6/ortho/runs/heart-switzerland/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..70a5f2259475e47a296f1955582f63a882555951
--- /dev/null
+++ b/UCI_N6/ortho/runs/heart-switzerland/fold_1/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.16666666666666666,
+    "test_acc": 0.20270270270270271,
+    "train_size": 31,
+    "val_size": 18,
+    "test_size": 74,
+    "stats": {
+        "mean": [
+            [
+                0.38275906451612907,
+                -0.056386774193548456,
+                0.015231451612903284,
+                0.016496377419354898,
+                0.2830434193548386,
+                -0.059711161290322494,
+                0.04518695483870968,
+                -0.039474967741935506,
+                0.10301854838709676,
+                -0.043132193548387085,
+                0.0954683870967742,
+                -0.026422451612903276
+            ]
+        ],
+        "std": [
+            [
+                0.8537728993403316,
+                1.0773842413872565,
+                0.9891428503533505,
+                0.8244718913923468,
+                1.4910217148161218,
+                1.0016724276385454,
+                0.8092921347980535,
+                0.9902763031378431,
+                0.9512021337497041,
+                1.1112826701924636,
+                1.172612838656165,
+                1.014523633801689
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2842,
+    "cert_evals": {
+        "36": 0.054054055362939835,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/heart-switzerland/fold_2/result.json b/UCI_N6/ortho/runs/heart-switzerland/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..75aa6581871ce0f39b3234402c78537f6f186be4
--- /dev/null
+++ b/UCI_N6/ortho/runs/heart-switzerland/fold_2/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.125,
+    "test_acc": 0.17647058823529413,
+    "train_size": 31,
+    "val_size": 24,
+    "test_size": 68,
+    "stats": {
+        "mean": [
+            [
+                0.1363268064516129,
+                0.06116548387096767,
+                -0.07844332258064517,
+                0.28318253870967747,
+                0.12035961290322578,
+                -0.00490193548387092,
+                -0.09028977096774195,
+                -0.16894774193548387,
+                -0.07077383870967743,
+                -0.23260409677419347,
+                -0.0015777419354838426,
+                -0.12861274193548392
+            ]
+        ],
+        "std": [
+            [
+                0.9985620954632528,
+                0.8952513255013155,
+                0.7865317101247931,
+                0.8496477832825274,
+                1.2389629579337627,
+                0.8129502811517081,
+                0.9201252610360474,
+                0.960195792094272,
+                0.7788574621968283,
+                0.922011584077965,
+                1.0630870797904943,
+                0.9101297422084665
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2842,
+    "cert_evals": {
+        "36": 0.0882352963089943,
+        "72": 0.014705882407724857,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/heart-switzerland/fold_3/result.json b/UCI_N6/ortho/runs/heart-switzerland/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..736315706216a4bc9a1692114d8ead832c9aba0f
--- /dev/null
+++ b/UCI_N6/ortho/runs/heart-switzerland/fold_3/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.42857142857142855,
+    "test_acc": 0.28205128205128205,
+    "train_size": 31,
+    "val_size": 14,
+    "test_size": 78,
+    "stats": {
+        "mean": [
+            [
+                0.06132570967741941,
+                -0.05638677419354848,
+                -0.03160587096774191,
+                -0.08206108387096776,
+                0.1203596129032258,
+                0.21433419354838715,
+                0.08651870322580645,
+                0.08999780645161289,
+                0.000605741935483859,
+                -0.11892112903225804,
+                0.19251451612903228,
+                -0.09795603225806457
+            ]
+        ],
+        "std": [
+            [
+                1.1796944897022907,
+                1.0773842413872565,
+                1.002361426374151,
+                1.2266934302261872,
+                1.2389629579337627,
+                1.2107719727384119,
+                1.1761632862640778,
+                1.0028917964777728,
+                0.9746182884484196,
+                1.026652327670446,
+                1.4781625990241394,
+                1.0351077769123456
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2842,
+    "cert_evals": {
+        "36": 0.05128205195069313,
+        "72": 0.03846153989434242,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/heart-va/fold_0/result.json b/UCI_N6/ortho/runs/heart-va/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a339ff7b39503b20c0391b3a4b8312e814eb7763
--- /dev/null
+++ b/UCI_N6/ortho/runs/heart-va/fold_0/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.32432432432432434,
+    "test_acc": 0.26548672566371684,
+    "train_size": 50,
+    "val_size": 37,
+    "test_size": 113,
+    "stats": {
+        "mean": [
+            [
+                0.12417273199999997,
+                0.05847433999999993,
+                0.11939195999999985,
+                0.13652684859999997,
+                0.169332294,
+                -0.08422980000000006,
+                -0.051211000000000055,
+                -0.025999581999999997,
+                -0.10986361999999993,
+                0.02611757999999999,
+                0.18437666399999986,
+                -0.16063424000000026
+            ]
+        ],
+        "std": [
+            [
+                1.0375983940843654,
+                0.8186406200000009,
+                0.906257232351079,
+                0.9850972422932538,
+                0.9999215189422874,
+                0.964959379692824,
+                0.9368765586228528,
+                0.926118336928491,
+                0.985877688928741,
+                0.8984566513475283,
+                1.109014128975748,
+                0.8047660315047241
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2842,
+    "cert_evals": {
+        "36": 0.08849557489156723,
+        "72": 0.008849557489156723,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/heart-va/fold_1/result.json b/UCI_N6/ortho/runs/heart-va/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c44c59fffb87f618e17295db3ca44d2c6aa3aece
--- /dev/null
+++ b/UCI_N6/ortho/runs/heart-va/fold_1/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.23333333333333334,
+    "test_acc": 0.26666666666666666,
+    "train_size": 50,
+    "val_size": 30,
+    "test_size": 120,
+    "stats": {
+        "mean": [
+            [
+                -0.10881117199999998,
+                0.17542300000000016,
+                0.21993213999999972,
+                -0.08821109999999997,
+                0.13781262600000002,
+                0.08422731999999994,
+                0.00731520000000001,
+                -0.12721317799999998,
+                -0.30961252,
+                -0.25667714,
+                -0.17580066800000008,
+                -0.02059391999999999
+            ]
+        ],
+        "std": [
+            [
+                0.9929893928858932,
+                1.0,
+                0.8501447398821216,
+                1.0656963957883359,
+                1.0325714366151477,
+                1.022085030499879,
+                0.9621289169237981,
+                1.0393960665815958,
+                0.9317809815586118,
+                0.8468928172805285,
+                0.9604725295714901,
+                0.9867682179778366
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2842,
+    "cert_evals": {
+        "36": 0.03333333507180214,
+        "72": 0.008333333767950535,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/heart-va/fold_2/result.json b/UCI_N6/ortho/runs/heart-va/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e04d8ec301917c227142760ed55a194046ff727e
--- /dev/null
+++ b/UCI_N6/ortho/runs/heart-va/fold_2/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 36,
+    "best_val_acc": 0.25925925925925924,
+    "test_acc": 0.2926829268292683,
+    "train_size": 50,
+    "val_size": 27,
+    "test_size": 123,
+    "stats": {
+        "mean": [
+            [
+                0.15233571999999998,
+                0.05847433999999995,
+                0.11939203999999982,
+                -0.012556939999999935,
+                0.15528536399999998,
+                -0.042115520000000004,
+                0.06584127999999993,
+                0.009825086000000021,
+                0.16978484000000008,
+                0.05313653999999998,
+                0.04716622799999987,
+                0.15239717999999963
+            ]
+        ],
+        "std": [
+            [
+                0.9466778160837978,
+                0.8186406200000006,
+                0.794839780092792,
+                1.0183639969617624,
+                0.9927764037429706,
+                0.982265363064182,
+                1.1062072213290066,
+                0.982147212242076,
+                0.9915274640582656,
+                1.040558924765334,
+                1.0326448287754921,
+                1.138945356222443
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2842,
+    "cert_evals": {
+        "36": 0.10569105297327042,
+        "72": 0.008130080997943878,
+        "108": 0.008130080997943878,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/heart-va/fold_3/result.json b/UCI_N6/ortho/runs/heart-va/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d8250131324903731c1ef63c5048dea0102c361
--- /dev/null
+++ b/UCI_N6/ortho/runs/heart-va/fold_3/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 43,
+    "best_val_acc": 0.26666666666666666,
+    "test_acc": 0.2833333333333333,
+    "train_size": 50,
+    "val_size": 30,
+    "test_size": 120,
+    "stats": {
+        "mean": [
+            [
+                -0.07040700000000005,
+                0.17542300000000016,
+                0.14452675999999975,
+                0.06532269999999997,
+                -0.19794047999999992,
+                -0.08422980000000009,
+                -0.16826343999999985,
+                0.010868634000000012,
+                0.009985720000000033,
+                -0.009907080000000006,
+                -0.10719553600000013,
+                -0.08649541999999996
+            ]
+        ],
+        "std": [
+            [
+                1.2049567103246417,
+                1.0,
+                0.9024156133740057,
+                0.9721589400778301,
+                0.9497444006039201,
+                0.964959379692824,
+                0.920277085388703,
+                0.9840113193010918,
+                0.9979451845458254,
+                1.0793938409678105,
+                0.9369066157621472,
+                0.9024286546800494
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 2842,
+    "cert_evals": {
+        "36": 0.15000000596046448,
+        "72": 0.03333333507180214,
+        "108": 0.008333333767950535,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/hepatitis/fold_0/result.json b/UCI_N6/ortho/runs/hepatitis/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5dfdb6f20a820ff74a5d9446b81e1a0a56acb1fe
--- /dev/null
+++ b/UCI_N6/ortho/runs/hepatitis/fold_0/result.json
@@ -0,0 +1,68 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.7391304347826086,
+    "test_acc": 0.8602150537634409,
+    "train_size": 39,
+    "val_size": 23,
+    "test_size": 93,
+    "stats": {
+        "mean": [
+            [
+                -0.07305103333333338,
+                -0.25417620512820527,
+                -0.0684997948717948,
+                0.002734846153846289,
+                -0.27956964102564097,
+                0.043173205128205175,
+                -0.08607384615384614,
+                0.058396666666666625,
+                0.06670830769230766,
+                -0.04725699999999998,
+                0.016169358974358995,
+                -0.02457512820512817,
+                0.0025034871794872037,
+                -0.027701887179487183,
+                -0.15169055846153845,
+                -0.0886186358974359,
+                -0.07013070256410256,
+                0.1575872743589744,
+                -0.1341903076923079
+            ]
+        ],
+        "std": [
+            [
+                0.7065121639768482,
+                0.5178280049962226,
+                1.0644445404981495,
+                0.9941527427588283,
+                0.9460715809412041,
+                1.0610130501194135,
+                1.1425568971679159,
+                0.9324615341247179,
+                0.946176852270342,
+                0.9924710852804189,
+                0.9714365294574488,
+                0.9824999787091323,
+                0.9634407063351287,
+                0.8415828453559291,
+                0.8432379274259605,
+                0.6407479822535036,
+                0.9523942193593046,
+                1.0530325526231488,
+                0.9744402928447131
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 19,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 38,
+    "parameters": 6771,
+    "cert_evals": {
+        "36": 0.7956989407539368,
+        "72": 0.698924720287323,
+        "108": 0.602150559425354,
+        "255": 0.08602150529623032
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/hepatitis/fold_1/result.json b/UCI_N6/ortho/runs/hepatitis/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1b8002d90a27ec71c60ec6d50a6efaf667185faa
--- /dev/null
+++ b/UCI_N6/ortho/runs/hepatitis/fold_1/result.json
@@ -0,0 +1,68 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.8461538461538461,
+    "test_acc": 0.7888888888888889,
+    "train_size": 39,
+    "val_size": 26,
+    "test_size": 90,
+    "stats": {
+        "mean": [
+            [
+                -0.11794246410256407,
+                -0.08617061538461546,
+                0.18073612820512838,
+                0.002734846153846107,
+                -0.01757938461538464,
+                -0.10891841025641022,
+                -0.26475346153846147,
+                -0.16237000000000007,
+                -0.13763476923076928,
+                0.0032585384615384802,
+                -0.12308166666666664,
+                -0.13340641025641017,
+                -0.052936256410256344,
+                -0.1222803846153846,
+                -0.12690142128205126,
+                -0.21492274871794878,
+                -0.0701304769230769,
+                -0.19038912820512827,
+                -0.03147528205128203
+            ]
+        ],
+        "std": [
+            [
+                0.9308482815868492,
+                0.8729826521744097,
+                0.9562346989313699,
+                0.9941527427588275,
+                1.0687148745897885,
+                1.082595260131678,
+                1.2147882026120127,
+                1.1445852172148068,
+                1.1192331270078257,
+                1.0668209925491146,
+                1.0726249795408656,
+                1.1491882555748711,
+                1.1143257286511818,
+                0.9024022721027672,
+                0.9826150523838478,
+                0.6405176575741821,
+                1.0834147839386958,
+                1.0210323203399736,
+                0.9932070287924958
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 19,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 38,
+    "parameters": 6771,
+    "cert_evals": {
+        "36": 0.6888889074325562,
+        "72": 0.6000000238418579,
+        "108": 0.5222222208976746,
+        "255": 0.13333334028720856
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/hepatitis/fold_2/result.json b/UCI_N6/ortho/runs/hepatitis/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..720417b493427d31524b28decbd91a47042eb4d1
--- /dev/null
+++ b/UCI_N6/ortho/runs/hepatitis/fold_2/result.json
@@ -0,0 +1,68 @@
+{
+    "best_epoch": 25,
+    "best_val_acc": 0.8333333333333334,
+    "test_acc": 0.8061224489795918,
+    "train_size": 39,
+    "val_size": 18,
+    "test_size": 98,
+    "stats": {
+        "mean": [
+            [
+                0.25751469999999993,
+                -0.0021678205128206176,
+                -0.16819412820512808,
+                -0.13856787179487162,
+                -0.22717153846153848,
+                -0.05822148717948713,
+                -0.026513846153846145,
+                -0.07406333333333337,
+                0.025839692307692258,
+                -0.04725692307692307,
+                0.016169487179487147,
+                -0.13340641025641015,
+                -0.052936256410256344,
+                -0.040312646153846145,
+                0.10239844307692307,
+                0.13277096923076923,
+                0.021281615384615406,
+                -0.028776703589743616,
+                0.019882230769230784
+            ]
+        ],
+        "std": [
+            [
+                1.005461160498127,
+                0.9939344729297802,
+                0.9562346989313698,
+                1.1126187137474748,
+                0.8609878396947588,
+                0.9804372857666263,
+                0.9786685591250096,
+                0.9813568775708227,
+                0.946176852270342,
+                1.0881358642498125,
+                1.054392008519234,
+                1.1491882555748716,
+                1.1143257286511812,
+                0.6571748166650522,
+                0.9244222305036086,
+                1.0717140331590138,
+                0.8996151755406562,
+                0.9261613145039079,
+                0.998504170514703
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 19,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 38,
+    "parameters": 6771,
+    "cert_evals": {
+        "36": 0.7346938848495483,
+        "72": 0.6632652878761292,
+        "108": 0.5510203838348389,
+        "255": 0.16326530277729034
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/hepatitis/fold_3/result.json b/UCI_N6/ortho/runs/hepatitis/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..37358501ac6daa58709f2705a5ac4a1d7030d2a7
--- /dev/null
+++ b/UCI_N6/ortho/runs/hepatitis/fold_3/result.json
@@ -0,0 +1,68 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.9230769230769231,
+    "test_acc": 0.8333333333333334,
+    "train_size": 39,
+    "val_size": 26,
+    "test_size": 90,
+    "stats": {
+        "mean": [
+            [
+                -0.07509134615384613,
+                -0.17017341025641036,
+                0.13088894871794884,
+                0.1440375641025641,
+                -0.12237543589743595,
+                -0.05822148717948713,
+                0.1521657692307693,
+                0.1467033333333333,
+                0.10757692307692303,
+                0.003258384615384635,
+                0.06258628205128201,
+                -0.13340641025641015,
+                0.057943230769230816,
+                0.03955354102564104,
+                0.16271944128205126,
+                0.026228858974358962,
+                0.12825329743589742,
+                -0.037512437692307686,
+                0.2253122820512821
+            ]
+        ],
+        "std": [
+            [
+                0.9881800818586763,
+                0.7226193648278391,
+                0.9639985722278488,
+                0.835958152953438,
+                0.9195820679374928,
+                0.9804372857666264,
+                0.8380816839591891,
+                0.797209189164857,
+                0.8727148090274184,
+                0.8602473119915564,
+                0.8683835140087598,
+                0.9266649753751967,
+                0.7801070627641344,
+                0.8750146780135224,
+                1.0473279879316608,
+                0.8897406999004371,
+                0.8705306469748111,
+                0.8788094464260305,
+                0.9932070287924956
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 19,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 38,
+    "parameters": 6771,
+    "cert_evals": {
+        "36": 0.7777777910232544,
+        "72": 0.7333333492279053,
+        "108": 0.6666666865348816,
+        "255": 0.13333334028720856
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/hill-valley/fold_0/result.json b/UCI_N6/ortho/runs/hill-valley/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..51fe709cb2808a2e116379122320a54d8669c5df
--- /dev/null
+++ b/UCI_N6/ortho/runs/hill-valley/fold_0/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 30,
+    "best_val_acc": 0.5952380952380952,
+    "test_acc": 0.6,
+    "train_size": 606,
+    "val_size": 126,
+    "test_size": 480,
+    "stats": {
+        "mean": [
+            [
+                -1.948844459480215e-17,
+                -2.5637266420541724e-17,
+                1.2457948131107367e-17,
+                1.9391116875027874e-17,
+                -2.980518289087544e-17,
+                -2.2969341866729208e-17,
+                7.036221623681505e-18,
+                4.146160862384171e-17,
+                -4.096351970499688e-18,
+                9.532391377892357e-19,
+                1.2762526642400985e-16,
+                6.309698821366465e-17,
+                -9.017699495086035e-17,
+                4.1186800944479046e-17,
+                3.661239811508806e-17,
+                6.973244863827561e-18,
+                -3.7865850329681034e-17,
+                3.669827551488889e-18,
+                -2.6341461098908545e-17,
+                1.0127235500512785e-16,
+                3.784473880223e-17,
+                2.1297595150606345e-17,
+                -4.580127989377708e-19,
+                3.18891411260423e-17,
+                -1.0585820815449228e-17,
+                -7.048816975652293e-17,
+                -8.823616571536156e-17,
+                1.865257123674072e-17,
+                -5.615236914977071e-17,
+                1.1031524520415547e-16,
+                2.3600540755265324e-17,
+                -8.852242371469766e-17,
+                5.783556618586702e-17,
+                -3.1912041765989185e-17,
+                -4.751882788979372e-19,
+                6.6869868644914544e-18,
+                5.2737311217690955e-17,
+                6.242714449521817e-17,
+                9.860156787132197e-18,
+                -8.186978781012654e-17,
+                1.2269017851545536e-17,
+                5.862563826403467e-18,
+                -4.1037946784824266e-17,
+                1.648846076175975e-18,
+                1.992355675379303e-17,
+                -1.343351539284482e-16,
+                -2.5190703941577397e-18,
+                -3.162578376665308e-17,
+                -6.822100640178097e-17,
+                2.2213620748481885e-18,
+                -4.009902054700184e-17,
+                -2.0221265073102584e-17,
+                4.0786039745408495e-17,
+                -5.3014981477046974e-18,
+                -8.636403839970342e-17,
+                1.3323592321099754e-16,
+                -3.031686906468873e-17,
+                2.4629638262878628e-17,
+                -7.900720781676547e-19,
+                -2.1808565679421295e-17,
+                -2.3667811385109308e-17,
+                -3.421355608065148e-17,
+                -3.93662000687014e-17,
+                -1.3477026608743907e-17,
+                5.461086982334577e-17,
+                4.520586325515798e-17,
+                3.3308980802749385e-17,
+                -2.4513703773147504e-17,
+                7.315036915034873e-17,
+                -4.9035995286275094e-17,
+                -9.27475917848986e-18,
+                1.3957940047628566e-17,
+                8.647532119694533e-17,
+                8.232780060906432e-18,
+                -1.8377763557378056e-18,
+                3.1476929606998304e-17,
+                5.3192461436635365e-17,
+                -3.9789861907718845e-18,
+                1.712967868027263e-17,
+                -1.1502705187322778e-16,
+                3.993299090738689e-17,
+                -8.666460929900633e-17,
+                5.111995352144195e-17,
+                4.9780266084548967e-17,
+                5.461802627332917e-17,
+                6.062944425938742e-17,
+                -9.681245537547131e-18,
+                3.755704951289721e-18,
+                4.145015830386826e-17,
+                6.518380902882487e-17,
+                -4.1083748064718045e-17,
+                -3.692155675437105e-17,
+                9.606818457719744e-18,
+                -1.3339622769062576e-18,
+                -5.272872347771087e-18,
+                7.472765072669068e-17,
+                5.4952948132552416e-17,
+                -1.1065589222336543e-16,
+                6.657287597060333e-18,
+                -4.7032189290922345e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9991740198480986,
+                0.999174018921411,
+                0.9991740270954932,
+                0.9991740228113029,
+                0.9991740158723277,
+                0.9991740243561008,
+                0.9991740252725309,
+                0.999174022151669,
+                0.9991740235072105,
+                0.9991740165590162,
+                0.9991740265611315,
+                0.9991740307025938,
+                0.9991740258785623,
+                0.9991740332613678,
+                0.9991740406234768,
+                0.9991740233656764,
+                0.99917402208918,
+                0.9991740282488505,
+                0.9991740156767379,
+                0.9991740258273182,
+                0.9991740265687704,
+                0.9991740257984052,
+                0.9991740313679454,
+                0.9991740235402499,
+                0.9991740301415374,
+                0.999174025174945,
+                0.9991740248772705,
+                0.9991740131152005,
+                0.9991740154072135,
+                0.999174010790505,
+                0.9991740145205046,
+                0.9991740094880226,
+                0.999174013734848,
+                0.9991740112483611,
+                0.999174012892406,
+                0.9991740196421095,
+                0.9991740163331171,
+                0.9991740185362487,
+                0.999174022570399,
+                0.9991740213173976,
+                0.9991740202239284,
+                0.9991740238427211,
+                0.9991740163680863,
+                0.999174017062169,
+                0.9991740125363977,
+                0.9991740134381419,
+                0.9991740191519729,
+                0.9991740283370354,
+                0.9991740155322458,
+                0.9991740139261396,
+                0.9991740184139896,
+                0.999174019859705,
+                0.9991740278504871,
+                0.9991740398149004,
+                0.999174023614369,
+                0.9991740280305289,
+                0.9991740362925333,
+                0.9991740390736555,
+                0.9991740447608781,
+                0.9991740366854855,
+                0.9991740362046343,
+                0.9991740405864491,
+                0.9991740375979712,
+                0.9991740333245271,
+                0.9991740409940638,
+                0.9991740310134122,
+                0.9991740304658957,
+                0.999174033728742,
+                0.999174036884333,
+                0.9991740224573864,
+                0.9991740220790023,
+                0.9991740325877202,
+                0.9991740370120651,
+                0.9991740334250748,
+                0.9991740430984879,
+                0.9991740318332668,
+                0.9991740344761934,
+                0.999174042827945,
+                0.9991740330505716,
+                0.9991740252745448,
+                0.9991740274917971,
+                0.9991740305192677,
+                0.9991740228891964,
+                0.9991740211061582,
+                0.9991740277499128,
+                0.9991740236142126,
+                0.9991740237191634,
+                0.999174021976502,
+                0.9991740197184515,
+                0.9991740112462193,
+                0.9991740199131119,
+                0.999174015985377,
+                0.9991740108661882,
+                0.9991740240105333,
+                0.9991740207849835,
+                0.9991740206058937,
+                0.9991740208986494,
+                0.9991740167020124,
+                0.9991740260065186,
+                0.9991740164246233
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 181407,
+    "cert_evals": {
+        "36": 0.125,
+        "72": 0.03750000149011612,
+        "108": 0.02291666716337204,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/hill-valley/fold_1/result.json b/UCI_N6/ortho/runs/hill-valley/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0190354a8111390d2afd112f5ae68cf79f02b105
--- /dev/null
+++ b/UCI_N6/ortho/runs/hill-valley/fold_1/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 23,
+    "best_val_acc": 0.5537190082644629,
+    "test_acc": 0.554639175257732,
+    "train_size": 606,
+    "val_size": 121,
+    "test_size": 485,
+    "stats": {
+        "mean": [
+            [
+                -1.948844459480215e-17,
+                -2.5637266420541724e-17,
+                1.2457948131107367e-17,
+                1.9391116875027874e-17,
+                -2.980518289087544e-17,
+                -2.2969341866729208e-17,
+                7.036221623681505e-18,
+                4.146160862384171e-17,
+                -4.096351970499688e-18,
+                9.532391377892357e-19,
+                1.2762526642400985e-16,
+                6.309698821366465e-17,
+                -9.017699495086035e-17,
+                4.1186800944479046e-17,
+                3.661239811508806e-17,
+                6.973244863827561e-18,
+                -3.7865850329681034e-17,
+                3.669827551488889e-18,
+                -2.6341461098908545e-17,
+                1.0127235500512785e-16,
+                3.784473880223e-17,
+                2.1297595150606345e-17,
+                -4.580127989377708e-19,
+                3.18891411260423e-17,
+                -1.0585820815449228e-17,
+                -7.048816975652293e-17,
+                -8.823616571536156e-17,
+                1.865257123674072e-17,
+                -5.615236914977071e-17,
+                1.1031524520415547e-16,
+                2.3600540755265324e-17,
+                -8.852242371469766e-17,
+                5.783556618586702e-17,
+                -3.1912041765989185e-17,
+                -4.751882788979372e-19,
+                6.6869868644914544e-18,
+                5.2737311217690955e-17,
+                6.242714449521817e-17,
+                9.860156787132197e-18,
+                -8.186978781012654e-17,
+                1.2269017851545536e-17,
+                5.862563826403467e-18,
+                -4.1037946784824266e-17,
+                1.648846076175975e-18,
+                1.992355675379303e-17,
+                -1.343351539284482e-16,
+                -2.5190703941577397e-18,
+                -3.162578376665308e-17,
+                -6.822100640178097e-17,
+                2.2213620748481885e-18,
+                -4.009902054700184e-17,
+                -2.0221265073102584e-17,
+                4.0786039745408495e-17,
+                -5.3014981477046974e-18,
+                -8.636403839970342e-17,
+                1.3323592321099754e-16,
+                -3.031686906468873e-17,
+                2.4629638262878628e-17,
+                -7.900720781676547e-19,
+                -2.1808565679421295e-17,
+                -2.3667811385109308e-17,
+                -3.421355608065148e-17,
+                -3.93662000687014e-17,
+                -1.3477026608743907e-17,
+                5.461086982334577e-17,
+                4.520586325515798e-17,
+                3.3308980802749385e-17,
+                -2.4513703773147504e-17,
+                7.315036915034873e-17,
+                -4.9035995286275094e-17,
+                -9.27475917848986e-18,
+                1.3957940047628566e-17,
+                8.647532119694533e-17,
+                8.232780060906432e-18,
+                -1.8377763557378056e-18,
+                3.1476929606998304e-17,
+                5.3192461436635365e-17,
+                -3.9789861907718845e-18,
+                1.712967868027263e-17,
+                -1.1502705187322778e-16,
+                3.993299090738689e-17,
+                -8.666460929900633e-17,
+                5.111995352144195e-17,
+                4.9780266084548967e-17,
+                5.461802627332917e-17,
+                6.062944425938742e-17,
+                -9.681245537547131e-18,
+                3.755704951289721e-18,
+                4.145015830386826e-17,
+                6.518380902882487e-17,
+                -4.1083748064718045e-17,
+                -3.692155675437105e-17,
+                9.606818457719744e-18,
+                -1.3339622769062576e-18,
+                -5.272872347771087e-18,
+                7.472765072669068e-17,
+                5.4952948132552416e-17,
+                -1.1065589222336543e-16,
+                6.657287597060333e-18,
+                -4.7032189290922345e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9991740198480986,
+                0.999174018921411,
+                0.9991740270954932,
+                0.9991740228113029,
+                0.9991740158723277,
+                0.9991740243561008,
+                0.9991740252725309,
+                0.999174022151669,
+                0.9991740235072105,
+                0.9991740165590162,
+                0.9991740265611315,
+                0.9991740307025938,
+                0.9991740258785623,
+                0.9991740332613678,
+                0.9991740406234768,
+                0.9991740233656764,
+                0.99917402208918,
+                0.9991740282488505,
+                0.9991740156767379,
+                0.9991740258273182,
+                0.9991740265687704,
+                0.9991740257984052,
+                0.9991740313679454,
+                0.9991740235402499,
+                0.9991740301415374,
+                0.999174025174945,
+                0.9991740248772705,
+                0.9991740131152005,
+                0.9991740154072135,
+                0.999174010790505,
+                0.9991740145205046,
+                0.9991740094880226,
+                0.999174013734848,
+                0.9991740112483611,
+                0.999174012892406,
+                0.9991740196421095,
+                0.9991740163331171,
+                0.9991740185362487,
+                0.999174022570399,
+                0.9991740213173976,
+                0.9991740202239284,
+                0.9991740238427211,
+                0.9991740163680863,
+                0.999174017062169,
+                0.9991740125363977,
+                0.9991740134381419,
+                0.9991740191519729,
+                0.9991740283370354,
+                0.9991740155322458,
+                0.9991740139261396,
+                0.9991740184139896,
+                0.999174019859705,
+                0.9991740278504871,
+                0.9991740398149004,
+                0.999174023614369,
+                0.9991740280305289,
+                0.9991740362925333,
+                0.9991740390736555,
+                0.9991740447608781,
+                0.9991740366854855,
+                0.9991740362046343,
+                0.9991740405864491,
+                0.9991740375979712,
+                0.9991740333245271,
+                0.9991740409940638,
+                0.9991740310134122,
+                0.9991740304658957,
+                0.999174033728742,
+                0.999174036884333,
+                0.9991740224573864,
+                0.9991740220790023,
+                0.9991740325877202,
+                0.9991740370120651,
+                0.9991740334250748,
+                0.9991740430984879,
+                0.9991740318332668,
+                0.9991740344761934,
+                0.999174042827945,
+                0.9991740330505716,
+                0.9991740252745448,
+                0.9991740274917971,
+                0.9991740305192677,
+                0.9991740228891964,
+                0.9991740211061582,
+                0.9991740277499128,
+                0.9991740236142126,
+                0.9991740237191634,
+                0.999174021976502,
+                0.9991740197184515,
+                0.9991740112462193,
+                0.9991740199131119,
+                0.999174015985377,
+                0.9991740108661882,
+                0.9991740240105333,
+                0.9991740207849835,
+                0.9991740206058937,
+                0.9991740208986494,
+                0.9991740167020124,
+                0.9991740260065186,
+                0.9991740164246233
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 181407,
+    "cert_evals": {
+        "36": 0.12577320635318756,
+        "72": 0.047422681003808975,
+        "108": 0.022680412977933884,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/hill-valley/fold_2/result.json b/UCI_N6/ortho/runs/hill-valley/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2aa70d19204ff2f66e17540950db4a3c5ae682ee
--- /dev/null
+++ b/UCI_N6/ortho/runs/hill-valley/fold_2/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 73,
+    "best_val_acc": 0.6166666666666667,
+    "test_acc": 0.5802469135802469,
+    "train_size": 606,
+    "val_size": 120,
+    "test_size": 486,
+    "stats": {
+        "mean": [
+            [
+                -1.948844459480215e-17,
+                -2.5637266420541724e-17,
+                1.2457948131107367e-17,
+                1.9391116875027874e-17,
+                -2.980518289087544e-17,
+                -2.2969341866729208e-17,
+                7.036221623681505e-18,
+                4.146160862384171e-17,
+                -4.096351970499688e-18,
+                9.532391377892357e-19,
+                1.2762526642400985e-16,
+                6.309698821366465e-17,
+                -9.017699495086035e-17,
+                4.1186800944479046e-17,
+                3.661239811508806e-17,
+                6.973244863827561e-18,
+                -3.7865850329681034e-17,
+                3.669827551488889e-18,
+                -2.6341461098908545e-17,
+                1.0127235500512785e-16,
+                3.784473880223e-17,
+                2.1297595150606345e-17,
+                -4.580127989377708e-19,
+                3.18891411260423e-17,
+                -1.0585820815449228e-17,
+                -7.048816975652293e-17,
+                -8.823616571536156e-17,
+                1.865257123674072e-17,
+                -5.615236914977071e-17,
+                1.1031524520415547e-16,
+                2.3600540755265324e-17,
+                -8.852242371469766e-17,
+                5.783556618586702e-17,
+                -3.1912041765989185e-17,
+                -4.751882788979372e-19,
+                6.6869868644914544e-18,
+                5.2737311217690955e-17,
+                6.242714449521817e-17,
+                9.860156787132197e-18,
+                -8.186978781012654e-17,
+                1.2269017851545536e-17,
+                5.862563826403467e-18,
+                -4.1037946784824266e-17,
+                1.648846076175975e-18,
+                1.992355675379303e-17,
+                -1.343351539284482e-16,
+                -2.5190703941577397e-18,
+                -3.162578376665308e-17,
+                -6.822100640178097e-17,
+                2.2213620748481885e-18,
+                -4.009902054700184e-17,
+                -2.0221265073102584e-17,
+                4.0786039745408495e-17,
+                -5.3014981477046974e-18,
+                -8.636403839970342e-17,
+                1.3323592321099754e-16,
+                -3.031686906468873e-17,
+                2.4629638262878628e-17,
+                -7.900720781676547e-19,
+                -2.1808565679421295e-17,
+                -2.3667811385109308e-17,
+                -3.421355608065148e-17,
+                -3.93662000687014e-17,
+                -1.3477026608743907e-17,
+                5.461086982334577e-17,
+                4.520586325515798e-17,
+                3.3308980802749385e-17,
+                -2.4513703773147504e-17,
+                7.315036915034873e-17,
+                -4.9035995286275094e-17,
+                -9.27475917848986e-18,
+                1.3957940047628566e-17,
+                8.647532119694533e-17,
+                8.232780060906432e-18,
+                -1.8377763557378056e-18,
+                3.1476929606998304e-17,
+                5.3192461436635365e-17,
+                -3.9789861907718845e-18,
+                1.712967868027263e-17,
+                -1.1502705187322778e-16,
+                3.993299090738689e-17,
+                -8.666460929900633e-17,
+                5.111995352144195e-17,
+                4.9780266084548967e-17,
+                5.461802627332917e-17,
+                6.062944425938742e-17,
+                -9.681245537547131e-18,
+                3.755704951289721e-18,
+                4.145015830386826e-17,
+                6.518380902882487e-17,
+                -4.1083748064718045e-17,
+                -3.692155675437105e-17,
+                9.606818457719744e-18,
+                -1.3339622769062576e-18,
+                -5.272872347771087e-18,
+                7.472765072669068e-17,
+                5.4952948132552416e-17,
+                -1.1065589222336543e-16,
+                6.657287597060333e-18,
+                -4.7032189290922345e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9991740198480986,
+                0.999174018921411,
+                0.9991740270954932,
+                0.9991740228113029,
+                0.9991740158723277,
+                0.9991740243561008,
+                0.9991740252725309,
+                0.999174022151669,
+                0.9991740235072105,
+                0.9991740165590162,
+                0.9991740265611315,
+                0.9991740307025938,
+                0.9991740258785623,
+                0.9991740332613678,
+                0.9991740406234768,
+                0.9991740233656764,
+                0.99917402208918,
+                0.9991740282488505,
+                0.9991740156767379,
+                0.9991740258273182,
+                0.9991740265687704,
+                0.9991740257984052,
+                0.9991740313679454,
+                0.9991740235402499,
+                0.9991740301415374,
+                0.999174025174945,
+                0.9991740248772705,
+                0.9991740131152005,
+                0.9991740154072135,
+                0.999174010790505,
+                0.9991740145205046,
+                0.9991740094880226,
+                0.999174013734848,
+                0.9991740112483611,
+                0.999174012892406,
+                0.9991740196421095,
+                0.9991740163331171,
+                0.9991740185362487,
+                0.999174022570399,
+                0.9991740213173976,
+                0.9991740202239284,
+                0.9991740238427211,
+                0.9991740163680863,
+                0.999174017062169,
+                0.9991740125363977,
+                0.9991740134381419,
+                0.9991740191519729,
+                0.9991740283370354,
+                0.9991740155322458,
+                0.9991740139261396,
+                0.9991740184139896,
+                0.999174019859705,
+                0.9991740278504871,
+                0.9991740398149004,
+                0.999174023614369,
+                0.9991740280305289,
+                0.9991740362925333,
+                0.9991740390736555,
+                0.9991740447608781,
+                0.9991740366854855,
+                0.9991740362046343,
+                0.9991740405864491,
+                0.9991740375979712,
+                0.9991740333245271,
+                0.9991740409940638,
+                0.9991740310134122,
+                0.9991740304658957,
+                0.999174033728742,
+                0.999174036884333,
+                0.9991740224573864,
+                0.9991740220790023,
+                0.9991740325877202,
+                0.9991740370120651,
+                0.9991740334250748,
+                0.9991740430984879,
+                0.9991740318332668,
+                0.9991740344761934,
+                0.999174042827945,
+                0.9991740330505716,
+                0.9991740252745448,
+                0.9991740274917971,
+                0.9991740305192677,
+                0.9991740228891964,
+                0.9991740211061582,
+                0.9991740277499128,
+                0.9991740236142126,
+                0.9991740237191634,
+                0.999174021976502,
+                0.9991740197184515,
+                0.9991740112462193,
+                0.9991740199131119,
+                0.999174015985377,
+                0.9991740108661882,
+                0.9991740240105333,
+                0.9991740207849835,
+                0.9991740206058937,
+                0.9991740208986494,
+                0.9991740167020124,
+                0.9991740260065186,
+                0.9991740164246233
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 181407,
+    "cert_evals": {
+        "36": 0.12757201492786407,
+        "72": 0.05349794030189514,
+        "108": 0.02469135820865631,
+        "255": 0.002057613106444478
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/hill-valley/fold_3/result.json b/UCI_N6/ortho/runs/hill-valley/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..67edfbb35aa5b771609567a60cbee92bc9acd1e8
--- /dev/null
+++ b/UCI_N6/ortho/runs/hill-valley/fold_3/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 73,
+    "best_val_acc": 0.7017543859649122,
+    "test_acc": 0.5711382113821138,
+    "train_size": 606,
+    "val_size": 114,
+    "test_size": 492,
+    "stats": {
+        "mean": [
+            [
+                -1.948844459480215e-17,
+                -2.5637266420541724e-17,
+                1.2457948131107367e-17,
+                1.9391116875027874e-17,
+                -2.980518289087544e-17,
+                -2.2969341866729208e-17,
+                7.036221623681505e-18,
+                4.146160862384171e-17,
+                -4.096351970499688e-18,
+                9.532391377892357e-19,
+                1.2762526642400985e-16,
+                6.309698821366465e-17,
+                -9.017699495086035e-17,
+                4.1186800944479046e-17,
+                3.661239811508806e-17,
+                6.973244863827561e-18,
+                -3.7865850329681034e-17,
+                3.669827551488889e-18,
+                -2.6341461098908545e-17,
+                1.0127235500512785e-16,
+                3.784473880223e-17,
+                2.1297595150606345e-17,
+                -4.580127989377708e-19,
+                3.18891411260423e-17,
+                -1.0585820815449228e-17,
+                -7.048816975652293e-17,
+                -8.823616571536156e-17,
+                1.865257123674072e-17,
+                -5.615236914977071e-17,
+                1.1031524520415547e-16,
+                2.3600540755265324e-17,
+                -8.852242371469766e-17,
+                5.783556618586702e-17,
+                -3.1912041765989185e-17,
+                -4.751882788979372e-19,
+                6.6869868644914544e-18,
+                5.2737311217690955e-17,
+                6.242714449521817e-17,
+                9.860156787132197e-18,
+                -8.186978781012654e-17,
+                1.2269017851545536e-17,
+                5.862563826403467e-18,
+                -4.1037946784824266e-17,
+                1.648846076175975e-18,
+                1.992355675379303e-17,
+                -1.343351539284482e-16,
+                -2.5190703941577397e-18,
+                -3.162578376665308e-17,
+                -6.822100640178097e-17,
+                2.2213620748481885e-18,
+                -4.009902054700184e-17,
+                -2.0221265073102584e-17,
+                4.0786039745408495e-17,
+                -5.3014981477046974e-18,
+                -8.636403839970342e-17,
+                1.3323592321099754e-16,
+                -3.031686906468873e-17,
+                2.4629638262878628e-17,
+                -7.900720781676547e-19,
+                -2.1808565679421295e-17,
+                -2.3667811385109308e-17,
+                -3.421355608065148e-17,
+                -3.93662000687014e-17,
+                -1.3477026608743907e-17,
+                5.461086982334577e-17,
+                4.520586325515798e-17,
+                3.3308980802749385e-17,
+                -2.4513703773147504e-17,
+                7.315036915034873e-17,
+                -4.9035995286275094e-17,
+                -9.27475917848986e-18,
+                1.3957940047628566e-17,
+                8.647532119694533e-17,
+                8.232780060906432e-18,
+                -1.8377763557378056e-18,
+                3.1476929606998304e-17,
+                5.3192461436635365e-17,
+                -3.9789861907718845e-18,
+                1.712967868027263e-17,
+                -1.1502705187322778e-16,
+                3.993299090738689e-17,
+                -8.666460929900633e-17,
+                5.111995352144195e-17,
+                4.9780266084548967e-17,
+                5.461802627332917e-17,
+                6.062944425938742e-17,
+                -9.681245537547131e-18,
+                3.755704951289721e-18,
+                4.145015830386826e-17,
+                6.518380902882487e-17,
+                -4.1083748064718045e-17,
+                -3.692155675437105e-17,
+                9.606818457719744e-18,
+                -1.3339622769062576e-18,
+                -5.272872347771087e-18,
+                7.472765072669068e-17,
+                5.4952948132552416e-17,
+                -1.1065589222336543e-16,
+                6.657287597060333e-18,
+                -4.7032189290922345e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9991740198480986,
+                0.999174018921411,
+                0.9991740270954932,
+                0.9991740228113029,
+                0.9991740158723277,
+                0.9991740243561008,
+                0.9991740252725309,
+                0.999174022151669,
+                0.9991740235072105,
+                0.9991740165590162,
+                0.9991740265611315,
+                0.9991740307025938,
+                0.9991740258785623,
+                0.9991740332613678,
+                0.9991740406234768,
+                0.9991740233656764,
+                0.99917402208918,
+                0.9991740282488505,
+                0.9991740156767379,
+                0.9991740258273182,
+                0.9991740265687704,
+                0.9991740257984052,
+                0.9991740313679454,
+                0.9991740235402499,
+                0.9991740301415374,
+                0.999174025174945,
+                0.9991740248772705,
+                0.9991740131152005,
+                0.9991740154072135,
+                0.999174010790505,
+                0.9991740145205046,
+                0.9991740094880226,
+                0.999174013734848,
+                0.9991740112483611,
+                0.999174012892406,
+                0.9991740196421095,
+                0.9991740163331171,
+                0.9991740185362487,
+                0.999174022570399,
+                0.9991740213173976,
+                0.9991740202239284,
+                0.9991740238427211,
+                0.9991740163680863,
+                0.999174017062169,
+                0.9991740125363977,
+                0.9991740134381419,
+                0.9991740191519729,
+                0.9991740283370354,
+                0.9991740155322458,
+                0.9991740139261396,
+                0.9991740184139896,
+                0.999174019859705,
+                0.9991740278504871,
+                0.9991740398149004,
+                0.999174023614369,
+                0.9991740280305289,
+                0.9991740362925333,
+                0.9991740390736555,
+                0.9991740447608781,
+                0.9991740366854855,
+                0.9991740362046343,
+                0.9991740405864491,
+                0.9991740375979712,
+                0.9991740333245271,
+                0.9991740409940638,
+                0.9991740310134122,
+                0.9991740304658957,
+                0.999174033728742,
+                0.999174036884333,
+                0.9991740224573864,
+                0.9991740220790023,
+                0.9991740325877202,
+                0.9991740370120651,
+                0.9991740334250748,
+                0.9991740430984879,
+                0.9991740318332668,
+                0.9991740344761934,
+                0.999174042827945,
+                0.9991740330505716,
+                0.9991740252745448,
+                0.9991740274917971,
+                0.9991740305192677,
+                0.9991740228891964,
+                0.9991740211061582,
+                0.9991740277499128,
+                0.9991740236142126,
+                0.9991740237191634,
+                0.999174021976502,
+                0.9991740197184515,
+                0.9991740112462193,
+                0.9991740199131119,
+                0.999174015985377,
+                0.9991740108661882,
+                0.9991740240105333,
+                0.9991740207849835,
+                0.9991740206058937,
+                0.9991740208986494,
+                0.9991740167020124,
+                0.9991740260065186,
+                0.9991740164246233
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 181407,
+    "cert_evals": {
+        "36": 0.1341463327407837,
+        "72": 0.0630081295967102,
+        "108": 0.03658536449074745,
+        "255": 0.004065040498971939
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/horse-colic/fold_0/result.json b/UCI_N6/ortho/runs/horse-colic/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..065b8194709976f2b06d66045609c49cbbb0e2f2
--- /dev/null
+++ b/UCI_N6/ortho/runs/horse-colic/fold_0/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.9090909090909091,
+    "test_acc": 0.8076923076923077,
+    "train_size": 68,
+    "val_size": 66,
+    "test_size": 234,
+    "stats": {
+        "mean": [
+            [
+                -3.918434204559376e-17,
+                1.6081907047879105e-16,
+                -8.898111006186917e-17,
+                4.5715065719859385e-17,
+                1.1428766429964846e-16,
+                -9.240973999085862e-16,
+                -1.457167719820518e-15,
+                -1.240837498110469e-16,
+                -8.996071861300901e-16,
+                -9.469549327685159e-16,
+                2.661269897263243e-16,
+                -3.632715043810255e-16,
+                0.0,
+                4.5715065719859385e-17,
+                -2.1796290262861528e-16,
+                -2.729842495843032e-15,
+                1.0841001299280941e-15,
+                3.7306758989242393e-16,
+                7.836868409118753e-17,
+                7.151142423320861e-16,
+                7.836868409118753e-17,
+                -4.081702296416017e-17,
+                5.877651306839064e-17,
+                -2.9959694855693565e-16,
+                5.028657229184532e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9742956396024967,
+                0.9874129079346324,
+                0.9918559595947606,
+                0.99225721180266,
+                0.9921299699802761,
+                0.9848134955127864,
+                0.9843013518199359,
+                0.9861089730182948,
+                0.9755495809457849,
+                0.9860401240147575,
+                0.985286300764603,
+                0.9842961745285809,
+                0.9824073002181559,
+                0.9834383442239104,
+                0.9888717265277447,
+                0.986845504027903,
+                0.9879390608769005,
+                0.9920717709998307,
+                0.9922690297982814,
+                0.9844178185972415,
+                0.9871806289366772,
+                0.9789339023991226,
+                0.9926179246174212,
+                0.9926033525170048,
+                0.9725972171816771
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 11607,
+    "cert_evals": {
+        "36": 0.7393162846565247,
+        "72": 0.6709402203559875,
+        "108": 0.5512821078300476,
+        "255": 0.055555559694767
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/horse-colic/fold_1/result.json b/UCI_N6/ortho/runs/horse-colic/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f9e5a10a4172377e7b587eef91e61fc11227f714
--- /dev/null
+++ b/UCI_N6/ortho/runs/horse-colic/fold_1/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.9166666666666666,
+    "test_acc": 0.8157894736842105,
+    "train_size": 68,
+    "val_size": 72,
+    "test_size": 228,
+    "stats": {
+        "mean": [
+            [
+                -3.918434204559376e-17,
+                1.6081907047879105e-16,
+                -8.898111006186917e-17,
+                4.5715065719859385e-17,
+                1.1428766429964846e-16,
+                -9.240973999085862e-16,
+                -1.457167719820518e-15,
+                -1.240837498110469e-16,
+                -8.996071861300901e-16,
+                -9.469549327685159e-16,
+                2.661269897263243e-16,
+                -3.632715043810255e-16,
+                0.0,
+                4.5715065719859385e-17,
+                -2.1796290262861528e-16,
+                -2.729842495843032e-15,
+                1.0841001299280941e-15,
+                3.7306758989242393e-16,
+                7.836868409118753e-17,
+                7.151142423320861e-16,
+                7.836868409118753e-17,
+                -4.081702296416017e-17,
+                5.877651306839064e-17,
+                -2.9959694855693565e-16,
+                5.028657229184532e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9742956396024967,
+                0.9874129079346324,
+                0.9918559595947606,
+                0.99225721180266,
+                0.9921299699802761,
+                0.9848134955127864,
+                0.9843013518199359,
+                0.9861089730182948,
+                0.9755495809457849,
+                0.9860401240147575,
+                0.985286300764603,
+                0.9842961745285809,
+                0.9824073002181559,
+                0.9834383442239104,
+                0.9888717265277447,
+                0.986845504027903,
+                0.9879390608769005,
+                0.9920717709998307,
+                0.9922690297982814,
+                0.9844178185972415,
+                0.9871806289366772,
+                0.9789339023991226,
+                0.9926179246174212,
+                0.9926033525170048,
+                0.9725972171816771
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 11607,
+    "cert_evals": {
+        "36": 0.7412281036376953,
+        "72": 0.6359649300575256,
+        "108": 0.5175438523292542,
+        "255": 0.10087719559669495
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/horse-colic/fold_2/result.json b/UCI_N6/ortho/runs/horse-colic/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a96e2d208ad359252d1010673ee744165ca36a0
--- /dev/null
+++ b/UCI_N6/ortho/runs/horse-colic/fold_2/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 34,
+    "best_val_acc": 0.9047619047619048,
+    "test_acc": 0.7848101265822784,
+    "train_size": 68,
+    "val_size": 63,
+    "test_size": 237,
+    "stats": {
+        "mean": [
+            [
+                -3.918434204559376e-17,
+                1.6081907047879105e-16,
+                -8.898111006186917e-17,
+                4.5715065719859385e-17,
+                1.1428766429964846e-16,
+                -9.240973999085862e-16,
+                -1.457167719820518e-15,
+                -1.240837498110469e-16,
+                -8.996071861300901e-16,
+                -9.469549327685159e-16,
+                2.661269897263243e-16,
+                -3.632715043810255e-16,
+                0.0,
+                4.5715065719859385e-17,
+                -2.1796290262861528e-16,
+                -2.729842495843032e-15,
+                1.0841001299280941e-15,
+                3.7306758989242393e-16,
+                7.836868409118753e-17,
+                7.151142423320861e-16,
+                7.836868409118753e-17,
+                -4.081702296416017e-17,
+                5.877651306839064e-17,
+                -2.9959694855693565e-16,
+                5.028657229184532e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9742956396024967,
+                0.9874129079346324,
+                0.9918559595947606,
+                0.99225721180266,
+                0.9921299699802761,
+                0.9848134955127864,
+                0.9843013518199359,
+                0.9861089730182948,
+                0.9755495809457849,
+                0.9860401240147575,
+                0.985286300764603,
+                0.9842961745285809,
+                0.9824073002181559,
+                0.9834383442239104,
+                0.9888717265277447,
+                0.986845504027903,
+                0.9879390608769005,
+                0.9920717709998307,
+                0.9922690297982814,
+                0.9844178185972415,
+                0.9871806289366772,
+                0.9789339023991226,
+                0.9926179246174212,
+                0.9926033525170048,
+                0.9725972171816771
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 11607,
+    "cert_evals": {
+        "36": 0.7088607549667358,
+        "72": 0.6371307969093323,
+        "108": 0.5569620132446289,
+        "255": 0.05485231801867485
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/horse-colic/fold_3/result.json b/UCI_N6/ortho/runs/horse-colic/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..129443ea89b446971bf7d90c0ae027e81667ecdd
--- /dev/null
+++ b/UCI_N6/ortho/runs/horse-colic/fold_3/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.86,
+    "test_acc": 0.804,
+    "train_size": 68,
+    "val_size": 50,
+    "test_size": 250,
+    "stats": {
+        "mean": [
+            [
+                -3.918434204559376e-17,
+                1.6081907047879105e-16,
+                -8.898111006186917e-17,
+                4.5715065719859385e-17,
+                1.1428766429964846e-16,
+                -9.240973999085862e-16,
+                -1.457167719820518e-15,
+                -1.240837498110469e-16,
+                -8.996071861300901e-16,
+                -9.469549327685159e-16,
+                2.661269897263243e-16,
+                -3.632715043810255e-16,
+                0.0,
+                4.5715065719859385e-17,
+                -2.1796290262861528e-16,
+                -2.729842495843032e-15,
+                1.0841001299280941e-15,
+                3.7306758989242393e-16,
+                7.836868409118753e-17,
+                7.151142423320861e-16,
+                7.836868409118753e-17,
+                -4.081702296416017e-17,
+                5.877651306839064e-17,
+                -2.9959694855693565e-16,
+                5.028657229184532e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9742956396024967,
+                0.9874129079346324,
+                0.9918559595947606,
+                0.99225721180266,
+                0.9921299699802761,
+                0.9848134955127864,
+                0.9843013518199359,
+                0.9861089730182948,
+                0.9755495809457849,
+                0.9860401240147575,
+                0.985286300764603,
+                0.9842961745285809,
+                0.9824073002181559,
+                0.9834383442239104,
+                0.9888717265277447,
+                0.986845504027903,
+                0.9879390608769005,
+                0.9920717709998307,
+                0.9922690297982814,
+                0.9844178185972415,
+                0.9871806289366772,
+                0.9789339023991226,
+                0.9926179246174212,
+                0.9926033525170048,
+                0.9725972171816771
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 11607,
+    "cert_evals": {
+        "36": 0.7240000367164612,
+        "72": 0.6600000262260437,
+        "108": 0.5360000133514404,
+        "255": 0.08000000566244125
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/ilpd-indian-liver/fold_0/result.json b/UCI_N6/ortho/runs/ilpd-indian-liver/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3af5d1989473499008922a3065ee0a7085e8c164
--- /dev/null
+++ b/UCI_N6/ortho/runs/ilpd-indian-liver/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.7674418604651163,
+    "test_acc": 0.6495726495726496,
+    "train_size": 146,
+    "val_size": 86,
+    "test_size": 351,
+    "stats": {
+        "mean": [
+            [
+                -0.04947167191780823,
+                -0.00829989520547949,
+                0.0029959439041094614,
+                0.043865143424657534,
+                -0.02727346465753423,
+                0.06000245376712337,
+                0.18081108150684932,
+                0.13766838972602727,
+                0.07700867876712333
+            ]
+        ],
+        "std": [
+            [
+                1.0220386211163874,
+                0.9305248911517027,
+                1.0317627748416793,
+                1.0430349333459359,
+                0.6968608763678219,
+                1.4666603089790804,
+                0.976649603737411,
+                0.9779410793607819,
+                1.0045141661622095
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1591,
+    "cert_evals": {
+        "36": 0.404558390378952,
+        "72": 0.29629629850387573,
+        "108": 0.202279195189476,
+        "255": 0.07692307978868484
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/ilpd-indian-liver/fold_1/result.json b/UCI_N6/ortho/runs/ilpd-indian-liver/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e3762aaa2593767a1f5ac396e5de812222f2162
--- /dev/null
+++ b/UCI_N6/ortho/runs/ilpd-indian-liver/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.7971014492753623,
+    "test_acc": 0.6168478260869565,
+    "train_size": 146,
+    "val_size": 69,
+    "test_size": 368,
+    "stats": {
+        "mean": [
+            [
+                0.023718123972602808,
+                -0.005873168493150683,
+                0.03226138232876717,
+                0.04699460315068498,
+                0.05445175945205481,
+                -0.012896076027397266,
+                0.006021310958904103,
+                -0.03022427397260268,
+                0.024170888356164395
+            ]
+        ],
+        "std": [
+            [
+                0.9837490979337397,
+                0.9321175505257335,
+                1.0715555930063725,
+                0.9529710623514904,
+                1.1810113146612142,
+                0.7086815710476746,
+                1.0423446624153474,
+                1.010859445699408,
+                1.0504905455411107
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1591,
+    "cert_evals": {
+        "36": 0.4130434989929199,
+        "72": 0.23097826540470123,
+        "108": 0.16304348409175873,
+        "255": 0.10326087474822998
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/ilpd-indian-liver/fold_2/result.json b/UCI_N6/ortho/runs/ilpd-indian-liver/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d372e3bd97279e3fa0889102173e3388a1efe35d
--- /dev/null
+++ b/UCI_N6/ortho/runs/ilpd-indian-liver/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.6931818181818182,
+    "test_acc": 0.6590257879656161,
+    "train_size": 146,
+    "val_size": 88,
+    "test_size": 349,
+    "stats": {
+        "mean": [
+            [
+                -0.06850946301369858,
+                -0.0660989635342466,
+                -0.043828577945205456,
+                -0.023010099041095942,
+                0.006519339726027369,
+                -0.025199812328767113,
+                -0.0009198609589041257,
+                -0.051749036301369795,
+                -0.1729785705479453
+            ]
+        ],
+        "std": [
+            [
+                0.960568795724854,
+                0.7317880619730879,
+                0.8532176637131939,
+                0.846889651522413,
+                0.8393088412983767,
+                0.6466602014941917,
+                1.025247253115212,
+                1.0319261806513593,
+                0.9884325003029147
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1591,
+    "cert_evals": {
+        "36": 0.42120346426963806,
+        "72": 0.266475647687912,
+        "108": 0.18911175429821014,
+        "255": 0.11461318284273148
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/ilpd-indian-liver/fold_3/result.json b/UCI_N6/ortho/runs/ilpd-indian-liver/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c7cb3bc404f4b6b0d3c8cd50297c4e5dfd33134
--- /dev/null
+++ b/UCI_N6/ortho/runs/ilpd-indian-liver/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.75,
+    "test_acc": 0.6090651558073654,
+    "train_size": 146,
+    "val_size": 84,
+    "test_size": 353,
+    "stats": {
+        "mean": [
+            [
+                0.10156164794520553,
+                0.11148967165753422,
+                0.14932299390410964,
+                -0.06575168465753424,
+                0.08565644520547948,
+                0.041416027397260274,
+                0.12780630068493154,
+                0.0825649349315068,
+                0.027512271917808223
+            ]
+        ],
+        "std": [
+            [
+                0.9791992181077636,
+                1.0803158704678002,
+                1.2337654004282645,
+                0.900953545319748,
+                1.161354860471408,
+                0.8045626472841879,
+                0.9144661645250372,
+                1.0285214362372226,
+                1.0463698865975202
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 1591,
+    "cert_evals": {
+        "36": 0.4645892381668091,
+        "72": 0.30878186225891113,
+        "108": 0.22096316516399384,
+        "255": 0.0991501435637474
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/image-segmentation/fold_0/result.json b/UCI_N6/ortho/runs/image-segmentation/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ce3170da91ce37b72079212ccb91f03d7e7fd94a
--- /dev/null
+++ b/UCI_N6/ortho/runs/image-segmentation/fold_0/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.92,
+    "test_acc": 0.91875,
+    "train_size": 2100,
+    "val_size": 50,
+    "test_size": 160,
+    "stats": {
+        "mean": [
+            [
+                4.532088989809121e-17,
+                -7.34333229144925e-17,
+                5.686456596603897e-16,
+                -1.441175221489608e-16,
+                1.2583849306495375e-16,
+                -1.7241499233613294e-17,
+                -4.0893214740359934e-17,
+                1.316275131219278e-16,
+                -6.396999332363997e-18,
+                -1.3756191952736462e-16,
+                -3.933361572957697e-17,
+                -1.1186818667175387e-16,
+                2.5106900685451756e-16,
+                4.337799960499719e-17,
+                4.421066687346605e-17,
+                -1.850371707708594e-17,
+                -2.350368577012995e-16,
+                -9.793753110086202e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9996246758364985,
+                0.9995878274866169,
+                0.8038207521572458,
+                0.7019751493522468,
+                0.9960026008909317,
+                0.9995397039243666,
+                0.9968889591858656,
+                0.9995749389029804,
+                0.9994997832814528,
+                0.9994762671895456,
+                0.9995321523164318,
+                0.9994865643378964,
+                0.9988998799598826,
+                0.9992534567413346,
+                0.9989012736519327,
+                0.9995288891246146,
+                0.9578356691087312,
+                0.9933295528418025
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6276,
+    "cert_evals": {
+        "36": 0.887499988079071,
+        "72": 0.856249988079071,
+        "108": 0.7750000357627869,
+        "255": 0.39375001192092896
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/image-segmentation/fold_1/result.json b/UCI_N6/ortho/runs/image-segmentation/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2cab2b6d98386a4083c6bbad513d2b8c7035b6a2
--- /dev/null
+++ b/UCI_N6/ortho/runs/image-segmentation/fold_1/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.9574468085106383,
+    "test_acc": 0.8957055214723927,
+    "train_size": 2100,
+    "val_size": 47,
+    "test_size": 163,
+    "stats": {
+        "mean": [
+            [
+                4.532088989809121e-17,
+                -7.34333229144925e-17,
+                5.686456596603897e-16,
+                -1.441175221489608e-16,
+                1.2583849306495375e-16,
+                -1.7241499233613294e-17,
+                -4.0893214740359934e-17,
+                1.316275131219278e-16,
+                -6.396999332363997e-18,
+                -1.3756191952736462e-16,
+                -3.933361572957697e-17,
+                -1.1186818667175387e-16,
+                2.5106900685451756e-16,
+                4.337799960499719e-17,
+                4.421066687346605e-17,
+                -1.850371707708594e-17,
+                -2.350368577012995e-16,
+                -9.793753110086202e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9996246758364985,
+                0.9995878274866169,
+                0.8038207521572458,
+                0.7019751493522468,
+                0.9960026008909317,
+                0.9995397039243666,
+                0.9968889591858656,
+                0.9995749389029804,
+                0.9994997832814528,
+                0.9994762671895456,
+                0.9995321523164318,
+                0.9994865643378964,
+                0.9988998799598826,
+                0.9992534567413346,
+                0.9989012736519327,
+                0.9995288891246146,
+                0.9578356691087312,
+                0.9933295528418025
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6276,
+    "cert_evals": {
+        "36": 0.8098159432411194,
+        "72": 0.7423312664031982,
+        "108": 0.6687116622924805,
+        "255": 0.33742329478263855
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/image-segmentation/fold_2/result.json b/UCI_N6/ortho/runs/image-segmentation/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1f425262fadaa6ca1170883b95a4bb4e6b389eb
--- /dev/null
+++ b/UCI_N6/ortho/runs/image-segmentation/fold_2/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.9534883720930233,
+    "test_acc": 0.9041916167664671,
+    "train_size": 2100,
+    "val_size": 43,
+    "test_size": 167,
+    "stats": {
+        "mean": [
+            [
+                4.532088989809121e-17,
+                -7.34333229144925e-17,
+                5.686456596603897e-16,
+                -1.441175221489608e-16,
+                1.2583849306495375e-16,
+                -1.7241499233613294e-17,
+                -4.0893214740359934e-17,
+                1.316275131219278e-16,
+                -6.396999332363997e-18,
+                -1.3756191952736462e-16,
+                -3.933361572957697e-17,
+                -1.1186818667175387e-16,
+                2.5106900685451756e-16,
+                4.337799960499719e-17,
+                4.421066687346605e-17,
+                -1.850371707708594e-17,
+                -2.350368577012995e-16,
+                -9.793753110086202e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9996246758364985,
+                0.9995878274866169,
+                0.8038207521572458,
+                0.7019751493522468,
+                0.9960026008909317,
+                0.9995397039243666,
+                0.9968889591858656,
+                0.9995749389029804,
+                0.9994997832814528,
+                0.9994762671895456,
+                0.9995321523164318,
+                0.9994865643378964,
+                0.9988998799598826,
+                0.9992534567413346,
+                0.9989012736519327,
+                0.9995288891246146,
+                0.9578356691087312,
+                0.9933295528418025
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6276,
+    "cert_evals": {
+        "36": 0.8742515444755554,
+        "72": 0.8263473510742188,
+        "108": 0.7544910311698914,
+        "255": 0.32335329055786133
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/image-segmentation/fold_3/result.json b/UCI_N6/ortho/runs/image-segmentation/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9379dd520ab35c73f17b90cd4329db3e9e49d082
--- /dev/null
+++ b/UCI_N6/ortho/runs/image-segmentation/fold_3/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.8611111111111112,
+    "test_acc": 0.9022988505747126,
+    "train_size": 2100,
+    "val_size": 36,
+    "test_size": 174,
+    "stats": {
+        "mean": [
+            [
+                4.532088989809121e-17,
+                -7.34333229144925e-17,
+                5.686456596603897e-16,
+                -1.441175221489608e-16,
+                1.2583849306495375e-16,
+                -1.7241499233613294e-17,
+                -4.0893214740359934e-17,
+                1.316275131219278e-16,
+                -6.396999332363997e-18,
+                -1.3756191952736462e-16,
+                -3.933361572957697e-17,
+                -1.1186818667175387e-16,
+                2.5106900685451756e-16,
+                4.337799960499719e-17,
+                4.421066687346605e-17,
+                -1.850371707708594e-17,
+                -2.350368577012995e-16,
+                -9.793753110086202e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9996246758364985,
+                0.9995878274866169,
+                0.8038207521572458,
+                0.7019751493522468,
+                0.9960026008909317,
+                0.9995397039243666,
+                0.9968889591858656,
+                0.9995749389029804,
+                0.9994997832814528,
+                0.9994762671895456,
+                0.9995321523164318,
+                0.9994865643378964,
+                0.9988998799598826,
+                0.9992534567413346,
+                0.9989012736519327,
+                0.9995288891246146,
+                0.9578356691087312,
+                0.9933295528418025
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6276,
+    "cert_evals": {
+        "36": 0.8563218116760254,
+        "72": 0.8045976758003235,
+        "108": 0.7183908224105835,
+        "255": 0.3448275923728943
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/ionosphere/fold_0/result.json b/UCI_N6/ortho/runs/ionosphere/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f7311430ee916453a35acfec9f7dd70d1e087243
--- /dev/null
+++ b/UCI_N6/ortho/runs/ionosphere/fold_0/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.8936170212765957,
+    "test_acc": 0.9490740740740741,
+    "train_size": 88,
+    "val_size": 47,
+    "test_size": 216,
+    "stats": {
+        "mean": [
+            [
+                -0.053792624999999955,
+                0.11437863863636365,
+                -0.09784573977272727,
+                0.037641697727272765,
+                0.03979244659090908,
+                -0.022637212499999986,
+                -0.03695475681818172,
+                -0.03367938977272729,
+                -0.021329492045454524,
+                -0.09884267272727273,
+                0.035718605681818186,
+                0.06464764249999998,
+                -0.019363167613636392,
+                -0.05855647840909092,
+                -0.09749018068181807,
+                -0.038717673863636344,
+                -0.20421359857954527,
+                -0.07935669659090909,
+                -0.1400404538977272,
+                0.02510688295454545,
+                -0.037117688954545446,
+                0.033973999999999976,
+                -0.1653208722727273,
+                0.005757295454545449,
+                -0.1324492284090909,
+                -0.08898458409090908,
+                -0.05795820443181821,
+                -0.02483663102272733,
+                -0.08507457556818178,
+                0.08867289204545453,
+                -0.04576606920454543,
+                0.02797571125000001,
+                -0.0760243448863635
+            ]
+        ],
+        "std": [
+            [
+                1.0628766820372375,
+                0.7507239967772006,
+                1.0291396537758577,
+                0.8884938256308751,
+                0.9340022757733981,
+                0.913837455075107,
+                0.9736609191811407,
+                0.9876988868200146,
+                1.0170932036566493,
+                0.9930860356859771,
+                0.9548850329366211,
+                0.9223725518038193,
+                0.8913550898838349,
+                1.0187510679778873,
+                1.017494178014936,
+                1.0307802521113834,
+                0.975629252171648,
+                1.0218068809970482,
+                0.9797731524500652,
+                0.9502446255339264,
+                0.9112949974613238,
+                0.9538996196640592,
+                0.8900589740016208,
+                0.9778636762599577,
+                0.9154522749390646,
+                1.05891815419685,
+                0.9349516698212756,
+                1.028413342097531,
+                1.0174809086582552,
+                0.8603550537251974,
+                0.9177215824920913,
+                0.9334496357023497,
+                0.9708996223344086
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 20071,
+    "cert_evals": {
+        "36": 0.8935185074806213,
+        "72": 0.8703703880310059,
+        "108": 0.8148148059844971,
+        "255": 0.49074074625968933
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/ionosphere/fold_1/result.json b/UCI_N6/ortho/runs/ionosphere/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..539af05080313a3310aaf4cad77bda5333cd0854
--- /dev/null
+++ b/UCI_N6/ortho/runs/ionosphere/fold_1/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.9454545454545454,
+    "test_acc": 0.9086538461538461,
+    "train_size": 88,
+    "val_size": 55,
+    "test_size": 208,
+    "stats": {
+        "mean": [
+            [
+                -0.05379262500000004,
+                0.057230188340909066,
+                -0.12594148852272724,
+                -0.0657140477272727,
+                0.03683578340909091,
+                -0.019606631818181786,
+                -0.060358038636363666,
+                0.04340084659090913,
+                -0.0891362948863636,
+                0.11950643409090907,
+                -0.0431416420454545,
+                0.015000489886363617,
+                0.006661120113636418,
+                0.05273973636363641,
+                0.015397984090909127,
+                0.014861920909090958,
+                0.1809429574999999,
+                0.08595570852272723,
+                0.06362748978409093,
+                0.013652813181818213,
+                0.08379081831818179,
+                0.012709255681818172,
+                0.05176218068181814,
+                -0.0808674875,
+                0.0755702415909092,
+                0.018801221590909037,
+                0.00032548409090908274,
+                -0.044570049999999944,
+                -0.06261137522727273,
+                -0.029789787386363672,
+                0.05672472590909099,
+                0.07217833522727275,
+                -0.1547468361363635
+            ]
+        ],
+        "std": [
+            [
+                1.062876682037237,
+                0.9307820453086587,
+                1.0773699872895335,
+                1.0440681513418153,
+                0.8335723077848519,
+                1.0288328270221063,
+                1.012134427705991,
+                0.9381625016034029,
+                1.0351171735867382,
+                0.8413129464522849,
+                0.957745165443786,
+                0.996483818815002,
+                1.0520779681632726,
+                0.9017607688663065,
+                0.9016249527670053,
+                0.9886646202839675,
+                0.948531710759369,
+                0.9429119629240612,
+                0.9771648840049503,
+                1.0130626800360227,
+                0.9206929443124036,
+                1.0062206389304456,
+                0.9740332111643196,
+                1.0276361536986764,
+                1.004938887359179,
+                0.9916060965398966,
+                1.0389805297776586,
+                0.9937147733197984,
+                0.9550117277666471,
+                1.045048464961226,
+                0.9419333165833579,
+                0.9692634514790782,
+                0.8827267306674739
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 20071,
+    "cert_evals": {
+        "36": 0.889423131942749,
+        "72": 0.8557692766189575,
+        "108": 0.7932692766189575,
+        "255": 0.5144230723381042
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/ionosphere/fold_2/result.json b/UCI_N6/ortho/runs/ionosphere/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e248410571cae12e84ebefac35a3168fe21a9b8
--- /dev/null
+++ b/UCI_N6/ortho/runs/ionosphere/fold_2/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 33,
+    "best_val_acc": 0.8983050847457628,
+    "test_acc": 0.9362745098039216,
+    "train_size": 88,
+    "val_size": 59,
+    "test_size": 204,
+    "stats": {
+        "mean": [
+            [
+                -0.1268343749999996,
+                0.03819893595454546,
+                -0.011457272727272726,
+                0.05116481477272727,
+                -0.0830110590909092,
+                0.047313343863636344,
+                0.10252151931818183,
+                0.1333957454545454,
+                0.05029393693181818,
+                0.04156139318181821,
+                -0.001252886136363645,
+                -0.02304269772727273,
+                -0.028127184431818178,
+                0.09080393977272729,
+                0.051952362500000016,
+                0.026424043636363623,
+                0.004673466193181796,
+                0.08743039488636364,
+                -0.026571849534090915,
+                0.14150050181818186,
+                0.03335016056818166,
+                0.12982050340909096,
+                0.16414423761363636,
+                0.09544092727272725,
+                -0.013555443181818177,
+                0.13096514511363633,
+                0.08380314419318177,
+                0.11039518400000002,
+                0.10956971738636363,
+                0.16996981363636354,
+                0.20297531795454554,
+                0.13073818977272728,
+                0.22886673897727264
+            ]
+        ],
+        "std": [
+            [
+                1.1403639563737902,
+                0.9669190187863775,
+                0.9172167629719893,
+                0.8606790311963011,
+                0.9989705798429368,
+                0.9373035431734378,
+                0.9209352640839872,
+                0.8488345605516046,
+                0.8825266596197384,
+                0.9437597259890439,
+                0.8884696173398924,
+                1.0048586652940763,
+                0.9550518112139788,
+                0.9614986333459294,
+                0.9194447344313414,
+                0.9950631727543465,
+                0.9784728631967848,
+                0.9580770253420143,
+                0.9232846642295484,
+                0.9004257495362915,
+                0.9845719410626651,
+                0.9096258762479161,
+                0.9598729860189827,
+                0.9018492624900448,
+                0.9747064152086655,
+                0.8917378557660298,
+                1.0112826407608113,
+                0.9771390659506771,
+                0.934094299138346,
+                0.9171760631839044,
+                0.9408030802675159,
+                0.9489033599031296,
+                0.9833308046410482
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 20071,
+    "cert_evals": {
+        "36": 0.9215686321258545,
+        "72": 0.9117647409439087,
+        "108": 0.8872549533843994,
+        "255": 0.6421568989753723
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/ionosphere/fold_3/result.json b/UCI_N6/ortho/runs/ionosphere/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..62e13ce3fb06c520f5c2e6f9a21291d0dcaf0340
--- /dev/null
+++ b/UCI_N6/ortho/runs/ionosphere/fold_3/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.9629629629629629,
+    "test_acc": 0.9186602870813397,
+    "train_size": 88,
+    "val_size": 54,
+    "test_size": 209,
+    "stats": {
+        "mean": [
+            [
+                -0.05379262500000004,
+                0.08337084420454545,
+                0.012367452272727331,
+                -0.10430459318181814,
+                -0.04320599500000006,
+                -0.02125417613636366,
+                0.13601533749999994,
+                0.08083362500000006,
+                0.04508737613636362,
+                0.06580848409090917,
+                -0.04573462613636365,
+                -0.11163381636363634,
+                -0.08390394295454544,
+                -0.08376589772727273,
+                -0.044872403409090926,
+                -0.0040415840909091135,
+                -0.08072537250000003,
+                0.09002621590909089,
+                -0.162396136590909,
+                -0.039994314090909096,
+                -0.10034994406818182,
+                -0.025718289772727287,
+                -0.07362233545454551,
+                0.15139177386363645,
+                -0.09483327613636364,
+                0.035840585227272695,
+                0.10623734090909087,
+                0.16713354263636365,
+                -0.09824181704545455,
+                -0.02187183522727274,
+                -0.02442285272727274,
+                -0.04313826136363642,
+                0.1828973070454546
+            ]
+        ],
+        "std": [
+            [
+                1.062876682037237,
+                0.9490576864105106,
+                0.9875219449564684,
+                1.1736996169419784,
+                1.085283557408111,
+                1.0964938389858863,
+                1.0087899511657812,
+                1.0744821220114844,
+                1.0108692257357619,
+                1.0627108745057163,
+                1.0442983244440271,
+                1.1469962087719372,
+                1.0331323404442145,
+                1.1049553685537077,
+                1.023216090225595,
+                1.0297914379913535,
+                1.0415403651865944,
+                1.0022218327408114,
+                1.0389078436934174,
+                1.0658270934057976,
+                1.0847302652617432,
+                1.0404853997786638,
+                1.050257290760166,
+                0.893199357426146,
+                1.0313013612091906,
+                0.9776385188820035,
+                1.0220555587416027,
+                0.8817940384222789,
+                1.0763521420836772,
+                1.0347943476784296,
+                1.1267168423195861,
+                1.0726159506205808,
+                1.1123266143540387
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 20071,
+    "cert_evals": {
+        "36": 0.8755980730056763,
+        "72": 0.822966456413269,
+        "108": 0.7559808492660522,
+        "255": 0.3349282145500183
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/iris/fold_0/result.json b/UCI_N6/ortho/runs/iris/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b75fd7417f99178e67b6aff0fc8d8ba84c1bf85
--- /dev/null
+++ b/UCI_N6/ortho/runs/iris/fold_0/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.3333333333333333,
+    "test_acc": 0.33695652173913043,
+    "train_size": 37,
+    "val_size": 21,
+    "test_size": 92,
+    "stats": {
+        "mean": [
+            [
+                -0.06538616216216218,
+                0.037524162162162124,
+                -0.05163069459459464,
+                -0.05491507459459471
+            ]
+        ],
+        "std": [
+            [
+                0.9148870367317358,
+                1.0881966465526376,
+                0.9955337168703222,
+                0.9789290060304676
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 528,
+    "cert_evals": {
+        "36": 0.33695653080940247,
+        "72": 0.33695653080940247,
+        "108": 0.27173912525177,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/iris/fold_1/result.json b/UCI_N6/ortho/runs/iris/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7aed7527d41c069122322d42e2e71b617eae99e1
--- /dev/null
+++ b/UCI_N6/ortho/runs/iris/fold_1/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 33,
+    "best_val_acc": 0.3793103448275862,
+    "test_acc": 0.4880952380952381,
+    "train_size": 37,
+    "val_size": 29,
+    "test_size": 84,
+    "stats": {
+        "mean": [
+            [
+                -0.1894133945945945,
+                -0.14947308108108107,
+                -0.07307603783783788,
+                -0.09033012864864856
+            ]
+        ],
+        "std": [
+            [
+                0.9592123832790647,
+                0.9096266883189955,
+                1.0119512040032557,
+                1.0176631024602978
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 528,
+    "cert_evals": {
+        "36": 0.3571428656578064,
+        "72": 0.3095238208770752,
+        "108": 0.1666666716337204,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/iris/fold_2/result.json b/UCI_N6/ortho/runs/iris/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6108bf614af7766c1d39b306c9d04f386b6501b1
--- /dev/null
+++ b/UCI_N6/ortho/runs/iris/fold_2/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.8695652173913043,
+    "test_acc": 0.7222222222222222,
+    "train_size": 37,
+    "val_size": 23,
+    "test_size": 90,
+    "stats": {
+        "mean": [
+            [
+                0.12065495945945945,
+                0.08115708108108108,
+                -0.014868264864864856,
+                0.0017480032432432313
+            ]
+        ],
+        "std": [
+            [
+                1.079972374505205,
+                0.8268394002889127,
+                1.0381376116445211,
+                1.0358017457861401
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 528,
+    "cert_evals": {
+        "36": 0.25555557012557983,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/iris/fold_3/result.json b/UCI_N6/ortho/runs/iris/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d6d8c111186a973191385bb59e4d32ab4bf34a34
--- /dev/null
+++ b/UCI_N6/ortho/runs/iris/fold_3/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 36,
+    "best_val_acc": 0.6764705882352942,
+    "test_acc": 0.6582278481012658,
+    "train_size": 37,
+    "val_size": 34,
+    "test_size": 79,
+    "stats": {
+        "mean": [
+            [
+                0.019474235135135163,
+                0.1372560810810812,
+                -0.050099464864865016,
+                -0.012418108108108169
+            ]
+        ],
+        "std": [
+            [
+                1.0035126577760827,
+                0.9654086463610752,
+                1.0191317626227525,
+                1.0325640931007958
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 528,
+    "cert_evals": {
+        "36": 0.37974685430526733,
+        "72": 0.3291139304637909,
+        "108": 0.13924050331115723,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/led-display/fold_0/result.json b/UCI_N6/ortho/runs/led-display/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..855a7f98be9f0720077eb354d2cd774ffd54b623
--- /dev/null
+++ b/UCI_N6/ortho/runs/led-display/fold_0/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 64,
+    "best_val_acc": 0.6858974358974359,
+    "test_acc": 0.7171717171717171,
+    "train_size": 250,
+    "val_size": 156,
+    "test_size": 594,
+    "stats": {
+        "mean": [
+            [
+                0.007071759999999854,
+                -0.06713887999999998,
+                0.04580425999999983,
+                -0.02524725599999987,
+                0.032490744000000016,
+                0.026608120000000096,
+                1.7199999999801818e-06
+            ]
+        ],
+        "std": [
+            [
+                0.9950459658737895,
+                1.009900234084628,
+                0.9724760974354865,
+                1.0074396393306633,
+                1.004766715631752,
+                0.9754811567914686,
+                0.9994980323196654
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1107,
+    "cert_evals": {
+        "36": 0.6767676472663879,
+        "72": 0.6397306323051453,
+        "108": 0.5875420570373535,
+        "255": 0.1750841736793518
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/led-display/fold_1/result.json b/UCI_N6/ortho/runs/led-display/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8489fd788e38dbe6aa3fd29ae199d069d181c13d
--- /dev/null
+++ b/UCI_N6/ortho/runs/led-display/fold_1/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.6312056737588653,
+    "test_acc": 0.5944170771756979,
+    "train_size": 250,
+    "val_size": 141,
+    "test_size": 609,
+    "stats": {
+        "mean": [
+            [
+                -0.030645360000000187,
+                0.03051721599999998,
+                -0.07328692000000013,
+                -0.01683115199999986,
+                -0.024368800000000006,
+                0.02660812000000029,
+                1.7199999999624183e-06
+            ]
+        ],
+        "std": [
+            [
+                1.018012947504733,
+                0.9932371252643158,
+                1.0370805647209447,
+                1.0048701299259322,
+                0.9948347843380658,
+                0.9754811567914693,
+                0.9994980323196655
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1107,
+    "cert_evals": {
+        "36": 0.517241358757019,
+        "72": 0.3021346628665924,
+        "108": 0.28735631704330444,
+        "255": 0.042692940682172775
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/led-display/fold_2/result.json b/UCI_N6/ortho/runs/led-display/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b820fc54e6de4a64d0d05e5d1a9f0e4a2ff3336b
--- /dev/null
+++ b/UCI_N6/ortho/runs/led-display/fold_2/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 52,
+    "best_val_acc": 0.6878980891719745,
+    "test_acc": 0.7048903878583473,
+    "train_size": 250,
+    "val_size": 157,
+    "test_size": 593,
+    "stats": {
+        "mean": [
+            [
+                -0.02121608000000006,
+                -0.018310832,
+                -0.02748262000000013,
+                0.008417160000000156,
+                0.01624516000000005,
+                0.026608120000000093,
+                -0.01687781599999998
+            ]
+        ],
+        "std": [
+            [
+                1.0124517882249175,
+                1.002792806702983,
+                1.0143765302763266,
+                0.9966955712286966,
+                1.0022682733933526,
+                0.9754811567914692,
+                1.005041365963769
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1107,
+    "cert_evals": {
+        "36": 0.5716694593429565,
+        "72": 0.5531197190284729,
+        "108": 0.517706573009491,
+        "255": 0.08768971264362335
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/led-display/fold_3/result.json b/UCI_N6/ortho/runs/led-display/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4abc3ed11b174241ecdf274efb4d54412eec3eff
--- /dev/null
+++ b/UCI_N6/ortho/runs/led-display/fold_3/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 62,
+    "best_val_acc": 0.7168674698795181,
+    "test_acc": 0.7208904109589042,
+    "train_size": 250,
+    "val_size": 166,
+    "test_size": 584,
+    "stats": {
+        "mean": [
+            [
+                -0.0023575200000001267,
+                0.0061031919999999995,
+                0.009160819999999905,
+                -0.04207946399999987,
+                -0.016246007999999923,
+                -0.1011123440000001,
+                0.05064032800000006
+            ]
+        ],
+        "std": [
+            [
+                1.0009703691603724,
+                0.9983249694649329,
+                0.9943226309022788,
+                1.0123492183086487,
+                0.9964583563164333,
+                1.0799745182608878,
+                0.9809392436444123
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 1107,
+    "cert_evals": {
+        "36": 0.681506872177124,
+        "72": 0.6301369667053223,
+        "108": 0.5462328791618347,
+        "255": 0.15582191944122314
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/lenses/fold_0/result.json b/UCI_N6/ortho/runs/lenses/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb4e0272f8a881ea127a8a38ea2a8f72cbf2b527
--- /dev/null
+++ b/UCI_N6/ortho/runs/lenses/fold_0/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.75,
+    "test_acc": 0.5714285714285714,
+    "train_size": 6,
+    "val_size": 4,
+    "test_size": 14,
+    "stats": {
+        "mean": [
+            [
+                0.0,
+                0.6526299999999999,
+                0.0,
+                -0.32631499999999997
+            ]
+        ],
+        "std": [
+            [
+                0.9789467406691065,
+                0.7296625220778439,
+                0.978945,
+                0.922958197211553
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 528,
+    "cert_evals": {
+        "36": 0.4285714626312256,
+        "72": 0.2857142984867096,
+        "108": 0.2142857313156128,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/lenses/fold_1/result.json b/UCI_N6/ortho/runs/lenses/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..33ed701f575002e7ee58c461ae5eb0a010733a30
--- /dev/null
+++ b/UCI_N6/ortho/runs/lenses/fold_1/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.75,
+    "test_acc": 0.42857142857142855,
+    "train_size": 6,
+    "val_size": 4,
+    "test_size": 14,
+    "stats": {
+        "mean": [
+            [
+                0.0,
+                -0.32631499999999997,
+                -0.6526299999999999,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9789467406691065,
+                0.922958197211553,
+                0.7296625220778439,
+                0.978945
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 528,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/lenses/fold_2/result.json b/UCI_N6/ortho/runs/lenses/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..69087678ff588eea863c75469ead1f01b2a57872
--- /dev/null
+++ b/UCI_N6/ortho/runs/lenses/fold_2/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.25,
+    "train_size": 6,
+    "val_size": 2,
+    "test_size": 16,
+    "stats": {
+        "mean": [
+            [
+                0.0,
+                0.0,
+                0.32631499999999997,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9789467406691065,
+                0.978945,
+                0.9229581972115529,
+                0.978945
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 528,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/lenses/fold_3/result.json b/UCI_N6/ortho/runs/lenses/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f29164b858590794933d447969d34c15143b159
--- /dev/null
+++ b/UCI_N6/ortho/runs/lenses/fold_3/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.6428571428571429,
+    "train_size": 6,
+    "val_size": 4,
+    "test_size": 14,
+    "stats": {
+        "mean": [
+            [
+                -0.59948,
+                0.32631499999999997,
+                0.32631499999999997,
+                -0.32631499999999997
+            ]
+        ],
+        "std": [
+            [
+                0.915720825870709,
+                0.9229581972115529,
+                0.922958197211553,
+                0.922958197211553
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 528,
+    "cert_evals": {
+        "36": 0.2857142984867096,
+        "72": 0.0714285746216774,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/letter/fold_0/result.json b/UCI_N6/ortho/runs/letter/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2f808be86a1c970b258590f9e680d4dc2fb745f
--- /dev/null
+++ b/UCI_N6/ortho/runs/letter/fold_0/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 45,
+    "best_val_acc": 0.706766917293233,
+    "test_acc": 0.6970103006448372,
+    "train_size": 5000,
+    "val_size": 3059,
+    "test_size": 11941,
+    "stats": {
+        "mean": [
+            [
+                0.00514853171999978,
+                0.005659159839999929,
+                0.015561632360000245,
+                0.01129863240000007,
+                0.0052732767999999685,
+                0.00552804246000023,
+                -0.003806189400000043,
+                0.004888994199999829,
+                0.008798804439999558,
+                -0.008297726599999769,
+                0.0009121625999998376,
+                0.004806467700000183,
+                0.003901915299999814,
+                -0.011281666800000121,
+                -0.0074610201999999294,
+                0.003215448200000049
+            ]
+        ],
+        "std": [
+            [
+                0.9872835099546217,
+                1.006134190408135,
+                0.9972389123333294,
+                1.0049266649751227,
+                0.9943131104630408,
+                0.9927707764568473,
+                1.0068065835854811,
+                1.0134669668414158,
+                1.0040007520709764,
+                0.9997230654740944,
+                1.007968354670923,
+                1.0003581319476724,
+                1.005041480077882,
+                1.0049516430140362,
+                0.9976563117551296,
+                0.9860491581099939
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 26,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 5631,
+    "cert_evals": {
+        "36": 0.615358829498291,
+        "72": 0.5234067440032959,
+        "108": 0.42810484766960144,
+        "255": 0.14245037734508514
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/letter/fold_1/result.json b/UCI_N6/ortho/runs/letter/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..92f7190adb5d937a78b2c82e0c09b89499a637a1
--- /dev/null
+++ b/UCI_N6/ortho/runs/letter/fold_1/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 59,
+    "best_val_acc": 0.7074895531983285,
+    "test_acc": 0.7083017915720414,
+    "train_size": 5000,
+    "val_size": 3111,
+    "test_size": 11889,
+    "stats": {
+        "mean": [
+            [
+                0.0029532797399999047,
+                0.004388175279999976,
+                0.004244063760000119,
+                0.012979005999999998,
+                -0.004678983799999144,
+                0.003455055400000179,
+                -0.007418534600000143,
+                0.003926012599999779,
+                0.00795879715999929,
+                -0.00524365779999995,
+                -0.01178226520000005,
+                -0.015187571099999951,
+                -0.012475097320000503,
+                -0.0018423520000003316,
+                -0.013382179199999674,
+                -0.004821816599999932
+            ]
+        ],
+        "std": [
+            [
+                0.9986276678083476,
+                0.9950343941586423,
+                0.99640667299183,
+                1.0000071963490385,
+                0.992160528900722,
+                1.0037788827185958,
+                1.0135243337906252,
+                1.019023638516362,
+                1.0086984945355297,
+                1.009749704171076,
+                1.013939210703217,
+                0.9887907814862574,
+                0.9896867749920725,
+                0.9916791039398155,
+                1.0056717046836126,
+                1.0037598172363915
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 26,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 5631,
+    "cert_evals": {
+        "36": 0.6320968866348267,
+        "72": 0.5387333035469055,
+        "108": 0.43485575914382935,
+        "255": 0.14130710065364838
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/letter/fold_2/result.json b/UCI_N6/ortho/runs/letter/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a331c6b0963f88c5a3f99285ad52883c91d57073
--- /dev/null
+++ b/UCI_N6/ortho/runs/letter/fold_2/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 86,
+    "best_val_acc": 0.703103448275862,
+    "test_acc": 0.7041322314049587,
+    "train_size": 5000,
+    "val_size": 2900,
+    "test_size": 12100,
+    "stats": {
+        "mean": [
+            [
+                0.021874334520000687,
+                0.017884720619999826,
+                0.014568840500000449,
+                0.006699696200000058,
+                -0.00020502299999983865,
+                0.011056104300000202,
+                -0.0043222202000001006,
+                -0.005629635800000384,
+                0.0012383624799995345,
+                0.011071598799999905,
+                -0.0038767746000001103,
+                -0.0036525290000001725,
+                0.002787233879999989,
+                0.011734750599999826,
+                -0.007305219399999943,
+                0.006554009400000075
+            ]
+        ],
+        "std": [
+            [
+                1.018882039972734,
+                0.9909097519297484,
+                1.011006149224975,
+                0.9981095511490614,
+                0.9744828743262628,
+                1.0187271547521726,
+                1.0142349021053059,
+                1.0059981552155532,
+                1.0032678982013254,
+                0.9974167859950539,
+                0.9962881566563585,
+                1.0100493766021112,
+                0.9931648907076084,
+                1.0108922135098513,
+                1.0056449285270137,
+                1.001713691144833
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 26,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 5631,
+    "cert_evals": {
+        "36": 0.6285950541496277,
+        "72": 0.5345454216003418,
+        "108": 0.4403305649757385,
+        "255": 0.14363636076450348
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/letter/fold_3/result.json b/UCI_N6/ortho/runs/letter/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..622b85e2d7e2fb409761f6d311864ff866467957
--- /dev/null
+++ b/UCI_N6/ortho/runs/letter/fold_3/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 57,
+    "best_val_acc": 0.7131886477462437,
+    "test_acc": 0.6951270304039984,
+    "train_size": 5000,
+    "val_size": 2995,
+    "test_size": 12005,
+    "stats": {
+        "mean": [
+            [
+                0.004834942479999971,
+                0.001483113019999944,
+                -0.0019111359399998356,
+                0.0075840941999999545,
+                -0.0010267499999996761,
+                0.017176408160000104,
+                -0.001742007400000528,
+                -0.001036997800000219,
+                0.003506500319999635,
+                -0.004038084999999959,
+                -0.005625091799999523,
+                0.0011537186999995067,
+                0.00047216481999986826,
+                -0.0067559524000002655,
+                0.007341836400000017,
+                0.0008661090000000479
+            ]
+        ],
+        "std": [
+            [
+                1.004162670449844,
+                1.0009285120042208,
+                1.0009316003026747,
+                1.0058812415247276,
+                1.0013613633110403,
+                0.9913646988590394,
+                0.9980301597574796,
+                0.9947148416325726,
+                0.9936745035912995,
+                0.9961424729063775,
+                0.9987978729631191,
+                0.9997824037300547,
+                0.9953405790803281,
+                1.0103550196199995,
+                1.0017727765855509,
+                1.0101591352858876
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 26,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 5631,
+    "cert_evals": {
+        "36": 0.616076648235321,
+        "72": 0.5279467105865479,
+        "108": 0.4327363669872284,
+        "255": 0.14685547351837158
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/libras/fold_0/result.json b/UCI_N6/ortho/runs/libras/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f764b929a34b6d2d25ddf1056d5b3abaa0653b4
--- /dev/null
+++ b/UCI_N6/ortho/runs/libras/fold_0/result.json
@@ -0,0 +1,210 @@
+{
+    "best_epoch": 32,
+    "best_val_acc": 0.6666666666666666,
+    "test_acc": 0.7477477477477478,
+    "train_size": 90,
+    "val_size": 48,
+    "test_size": 222,
+    "stats": {
+        "mean": [
+            [
+                0.059153607855555554,
+                -0.022086486111111102,
+                0.05922882088888888,
+                -0.02086866645555565,
+                0.056779304333333384,
+                -0.018696930000000046,
+                0.05689053533333337,
+                -0.016248013333333245,
+                0.0569165588888889,
+                -0.0036989233333332458,
+                0.06283389777777776,
+                -0.0037991557777777556,
+                0.05937392222222222,
+                -0.007620807444444464,
+                0.05464593999999994,
+                -0.011244530777777774,
+                0.04970278000000001,
+                -0.013921464755555614,
+                0.04771983000000002,
+                -0.019249020222222305,
+                0.044871499788888936,
+                -0.020557805333333252,
+                0.03973438522222228,
+                -0.026101116888888873,
+                0.0330146356666666,
+                -0.027676334444444468,
+                0.034978265333333355,
+                -0.0210573455555555,
+                0.04064138888888893,
+                -0.01831029133333337,
+                0.044241277888888826,
+                -0.010786282777777736,
+                0.051733793333333285,
+                -0.0034738184444444765,
+                0.045049727888888905,
+                -0.021378303111111135,
+                0.04119049111111115,
+                -0.045665581555555515,
+                0.03553613722222227,
+                -0.07517735188888884,
+                0.022791370888888884,
+                -0.09528456055555552,
+                0.01893847222222228,
+                -0.11598632511111107,
+                0.02626179000000001,
+                -0.1326080574444444,
+                0.034327293333333335,
+                -0.13289333,
+                0.03746381222222225,
+                -0.11572220622222221,
+                0.042059589422222224,
+                -0.09740232666666666,
+                0.04862533955555555,
+                -0.08259843555555557,
+                0.04790880555555556,
+                -0.06473083111111111,
+                0.04817679555555557,
+                -0.043231756999999996,
+                0.05318957111111112,
+                -0.019220134666666673,
+                0.055677036666666645,
+                -0.002841064555555544,
+                0.05546902555555555,
+                0.003981006666666653,
+                0.05436141222222221,
+                0.010304663333333285,
+                0.04651793477777778,
+                0.004333857777777748,
+                0.038974952222222185,
+                -0.008231636300000048,
+                0.03247019888888887,
+                -0.02334288095555553,
+                0.03011131132222221,
+                -0.030717089555555615,
+                0.02976556422222225,
+                -0.03948321999999996,
+                0.022267378333333344,
+                -0.03566932055555558,
+                0.015906501777777787,
+                -0.04077892000000001,
+                0.011949363777777782,
+                -0.03570859,
+                0.004940353333333312,
+                -0.031180698333333357,
+                0.0004020502222222259,
+                -0.025412966666666658,
+                -0.002333565333333347,
+                -0.02677985111111109,
+                -0.0059334082222222105,
+                -0.026852045555555534
+            ]
+        ],
+        "std": [
+            [
+                1.0272697848649774,
+                0.9664771136823957,
+                1.027688880747467,
+                0.9662624765656191,
+                1.0292677018687986,
+                0.9684534093051018,
+                1.0319599452853536,
+                0.9677596062743243,
+                1.0377674721252286,
+                0.9616782342445047,
+                1.0370360978842266,
+                0.9555582821931108,
+                1.0289925918383118,
+                0.9579834639182713,
+                1.0189074336088546,
+                0.9625256328191537,
+                1.0121348350240766,
+                0.9646803522961049,
+                1.0126185493427433,
+                0.9598197286028425,
+                1.0189730181818124,
+                0.951620173828917,
+                1.0350698342948041,
+                0.9370228296137644,
+                1.0541894305710373,
+                0.9184614636871827,
+                1.0696682809354456,
+                0.9329853150754773,
+                1.0890255312769253,
+                0.9489615861352966,
+                1.1066977252299934,
+                0.9608235727079338,
+                1.1024326497238879,
+                0.9717686177151472,
+                1.0972507342710132,
+                0.9657911543082057,
+                1.069178058095652,
+                0.9664501545749722,
+                1.0261884635827954,
+                0.9801982751719368,
+                0.9882367711096164,
+                1.0014044489935727,
+                0.9672861968365165,
+                1.024725533269629,
+                0.9648715731537318,
+                1.033145694150089,
+                0.973815805756156,
+                1.0313002194928262,
+                0.9859951872457644,
+                1.0345119812696684,
+                0.9964608835988579,
+                1.0372020790742669,
+                1.002794362543549,
+                1.050476963151338,
+                1.0100223483256028,
+                1.051659471579452,
+                1.0207177149077362,
+                1.0380336604147125,
+                1.0274778037875825,
+                1.0217936789225461,
+                1.023355900720886,
+                0.99539519439483,
+                1.0134647330026565,
+                0.9689247631505362,
+                1.0089599239522917,
+                0.950558838647045,
+                1.008875615908425,
+                0.9499906362659443,
+                1.0089288969813415,
+                0.9607648958830952,
+                1.0158951823905173,
+                0.9737378299181498,
+                1.0199933463033373,
+                0.9860581507065539,
+                1.0263547725332822,
+                1.0015989523192506,
+                1.032627742296777,
+                1.0279180377810286,
+                1.0376802603494275,
+                1.050663043279449,
+                1.0450149927264303,
+                1.0536672233709206,
+                1.048344449365565,
+                1.0509585135332231,
+                1.049228637606536,
+                1.0418893656144446,
+                1.0487172103574718,
+                1.0370002214587464,
+                1.0495960897157208,
+                1.0304275340443008
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 90,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 180,
+    "parameters": 149420,
+    "cert_evals": {
+        "36": 0.707207202911377,
+        "72": 0.639639675617218,
+        "108": 0.5630630850791931,
+        "255": 0.28378379344940186
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/libras/fold_1/result.json b/UCI_N6/ortho/runs/libras/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..98010fc436f09eccfaf95ca8e487f605c5f2d4d5
--- /dev/null
+++ b/UCI_N6/ortho/runs/libras/fold_1/result.json
@@ -0,0 +1,210 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.7321428571428571,
+    "test_acc": 0.6635514018691588,
+    "train_size": 90,
+    "val_size": 56,
+    "test_size": 214,
+    "stats": {
+        "mean": [
+            [
+                -0.033764339333333275,
+                0.0455450088888889,
+                -0.0393941557777778,
+                0.0442136877777778,
+                -0.045103564444444466,
+                0.04001134399999995,
+                -0.05244813000000002,
+                0.028505362222222205,
+                -0.06154681444444444,
+                0.021204386666666637,
+                -0.07797415355555551,
+                0.01921581555555562,
+                -0.10197233555555556,
+                0.006906205777777777,
+                -0.12702198222222222,
+                -0.005695309999999986,
+                -0.14416418666666672,
+                -0.02292435444444457,
+                -0.16337620333333333,
+                -0.03858305355555561,
+                -0.1711072416555556,
+                -0.04597038555555552,
+                -0.17688608222222224,
+                -0.0510546662222222,
+                -0.1777130125555556,
+                -0.055949267777777756,
+                -0.1758602002222223,
+                -0.056614647777777784,
+                -0.17039360222222222,
+                -0.06617457911111113,
+                -0.16981005877777777,
+                -0.07106641555555543,
+                -0.16308817222222222,
+                -0.05537972144444455,
+                -0.14865953544444438,
+                -0.04185643888888888,
+                -0.12450770666666665,
+                -0.020887783333333316,
+                -0.0970945600000001,
+                -0.01284855222222223,
+                -0.06770919911111105,
+                -0.006189087555555519,
+                -0.045649386666666646,
+                -0.019774148444444417,
+                -0.024750903666666667,
+                -0.028532645999999984,
+                -0.008615883333333359,
+                -0.04990173111111105,
+                0.0027711554444444235,
+                -0.06698789577777778,
+                0.001936522755555571,
+                -0.08285931522222224,
+                -0.0073226571111110784,
+                -0.08259888076666667,
+                -0.02258475644444445,
+                -0.07283224555555554,
+                -0.03855426111111113,
+                -0.06328560555555554,
+                -0.06116145375555557,
+                -0.06039820777777778,
+                -0.08062423999999999,
+                -0.06031211888888889,
+                -0.1001700812222222,
+                -0.0643715877777778,
+                -0.11488044000000007,
+                -0.06820063999999999,
+                -0.1203164692222222,
+                -0.07924086666666665,
+                -0.12108284722222223,
+                -0.0915652744444445,
+                -0.11548237566666666,
+                -0.10036381111111108,
+                -0.10867505555555551,
+                -0.11164193444444444,
+                -0.10020240444444449,
+                -0.12007570888888885,
+                -0.09298762111111107,
+                -0.12944496888888887,
+                -0.0845759822222222,
+                -0.12039282000000003,
+                -0.07738502700000004,
+                -0.1146484011111111,
+                -0.06909253888888889,
+                -0.09596822888888885,
+                -0.0527662786666667,
+                -0.08531162555555549,
+                -0.04094482422222221,
+                -0.0668187426666667,
+                -0.03109291377777779,
+                -0.049228804444444406
+            ]
+        ],
+        "std": [
+            [
+                0.9391947140806977,
+                0.9661200046110473,
+                0.9369047047249826,
+                0.965372181859147,
+                0.9379655989040812,
+                0.9626856204401466,
+                0.9383704435642225,
+                0.9596973553804454,
+                0.9435124416750471,
+                0.9569644766257196,
+                0.9507806726832521,
+                0.9503884002742878,
+                0.9577699621134407,
+                0.945652945681381,
+                0.9650370451264835,
+                0.9434629223854399,
+                0.9739544466032157,
+                0.9438505847776927,
+                0.9764228611015309,
+                0.9469890572332942,
+                0.9779898535101123,
+                0.9533340820544212,
+                0.9757437918199428,
+                0.9549347448822753,
+                0.9663610809902762,
+                0.9438525284454122,
+                0.952169999214585,
+                0.9678377690397413,
+                0.9393886782621469,
+                0.9947209380373468,
+                0.9361716970367747,
+                1.0123442945183636,
+                0.9252713522214633,
+                1.0260951627274713,
+                0.9231710047035482,
+                1.025557832763311,
+                0.9248516800643717,
+                1.0172305910811887,
+                0.9282810826954029,
+                1.0064682263739466,
+                0.9205614506509361,
+                0.9946120696327407,
+                0.9081070345079777,
+                0.9949749986778512,
+                0.9033325693342755,
+                1.006822968070411,
+                0.9085081292518836,
+                1.0191220579997762,
+                0.9153594418262174,
+                1.0318423200857954,
+                0.9183368353262834,
+                1.0392962508240564,
+                0.9237882688127866,
+                1.055023953325584,
+                0.9343012330154237,
+                1.0481089228331875,
+                0.9560851685143908,
+                1.0339727591956172,
+                0.9853902060723677,
+                1.0098325304467373,
+                0.9988778299057116,
+                0.9870909710943886,
+                1.0021729674536564,
+                0.9828786628007012,
+                1.0079592542333784,
+                0.9835701890015256,
+                1.017348186621727,
+                0.9858555228606939,
+                1.0242608111755789,
+                0.9832306180154835,
+                1.0262585496418493,
+                0.9866284497369432,
+                1.0229030560951116,
+                0.9869096028519032,
+                1.0172087108740004,
+                0.9788435218174495,
+                1.0148292680398843,
+                0.9702030398470889,
+                1.0139464402917768,
+                0.9650993937320577,
+                1.0142334827118167,
+                0.9622076846279796,
+                1.0188552180562984,
+                0.9619140911906384,
+                1.0175453036347175,
+                0.9585537532942093,
+                1.0155723528745622,
+                0.9543291962926345,
+                1.012212127147541,
+                0.9495775298724907
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 90,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 180,
+    "parameters": 149420,
+    "cert_evals": {
+        "36": 0.6214953064918518,
+        "72": 0.5560747385025024,
+        "108": 0.4672897160053253,
+        "255": 0.2757009267807007
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/libras/fold_2/result.json b/UCI_N6/ortho/runs/libras/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..870d748a155fde1ffd0fafe81afea1ddd369f454
--- /dev/null
+++ b/UCI_N6/ortho/runs/libras/fold_2/result.json
@@ -0,0 +1,210 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.7678571428571429,
+    "test_acc": 0.7149532710280374,
+    "train_size": 90,
+    "val_size": 56,
+    "test_size": 214,
+    "stats": {
+        "mean": [
+            [
+                -0.0795752713666667,
+                0.0976775155555555,
+                -0.0792770048888889,
+                0.09542594000000003,
+                -0.0793193911111111,
+                0.09638493444444453,
+                -0.0793156911111111,
+                0.09763250999999992,
+                -0.08028563333333336,
+                0.0968837866666667,
+                -0.08446061444444444,
+                0.09761106766666666,
+                -0.0858379077777778,
+                0.09109071466666677,
+                -0.08833427666666666,
+                0.08412569366666675,
+                -0.08150408654444444,
+                0.07868567302222215,
+                -0.07937965800000002,
+                0.07571118444444438,
+                -0.07020866522222223,
+                0.07384745777777788,
+                -0.05723015477777777,
+                0.06437183422222217,
+                -0.04520808033333336,
+                0.04587258000000005,
+                -0.029391714666666645,
+                0.02986913666666669,
+                -0.01909765222222218,
+                0.021750623000000042,
+                -0.016599911111111112,
+                0.03220027088888891,
+                -0.021600725555555558,
+                0.038351117999999955,
+                -0.029936903333333327,
+                0.043317289555555506,
+                -0.04636568555555557,
+                0.04265821111111109,
+                -0.06504211555555557,
+                0.0398037177777778,
+                -0.07834400400000001,
+                0.03486788355555556,
+                -0.09061476011111111,
+                0.024548287777777737,
+                -0.10536790666666669,
+                0.029715636555555532,
+                -0.1355004688888889,
+                0.023034604444444474,
+                -0.1566124356666667,
+                0.013996776444444445,
+                -0.17107036222222222,
+                0.008349538444444445,
+                -0.17717941188888894,
+                0.011516642222222234,
+                -0.18186103466666662,
+                0.006701916666666682,
+                -0.1859549,
+                0.017993973000000038,
+                -0.1814516993111111,
+                0.023018069777777796,
+                -0.177811022,
+                0.013411195555555524,
+                -0.17198873444444454,
+                0.007958389222222214,
+                -0.159803446,
+                0.01762081777777776,
+                -0.14861193111111112,
+                0.03175548111111108,
+                -0.13662967000000004,
+                0.039799975555555506,
+                -0.12218454000000008,
+                0.05352645888888891,
+                -0.10940399555555551,
+                0.056771615555555516,
+                -0.10123112444444446,
+                0.04481529555555562,
+                -0.09524841888888891,
+                0.04344370633333331,
+                -0.08900512488888888,
+                0.047798668888888826,
+                -0.08192136066666673,
+                0.039209352222222264,
+                -0.07595590804444444,
+                0.038319951666666546,
+                -0.0710968062222223,
+                0.046865989111111096,
+                -0.06933622333333335,
+                0.04505355422222219,
+                -0.0645431828888889,
+                0.048621090000000124
+            ]
+        ],
+        "std": [
+            [
+                0.9995783575072309,
+                0.9453718021917624,
+                0.9986629556137443,
+                0.9447043484979707,
+                0.9963987589123307,
+                0.9459381244093827,
+                0.9892357792736222,
+                0.9448309404294691,
+                0.9884066352373108,
+                0.9409207140609871,
+                0.9850607322448387,
+                0.9374842650334984,
+                0.9943922917763706,
+                0.9366045758806816,
+                1.0082213369876118,
+                0.9387174087314007,
+                1.0167982259784791,
+                0.9414588919501151,
+                1.0151339246945583,
+                0.946713464769804,
+                1.0115845765750173,
+                0.9519023234179994,
+                1.0054336883537112,
+                0.9439031440238868,
+                0.9948632401641084,
+                0.9178338997823589,
+                0.985985091605607,
+                0.8980699861250137,
+                0.9786895246049818,
+                0.8844782943097348,
+                0.9763567999689986,
+                0.8891258733016062,
+                0.9893411781237217,
+                0.8987381436886754,
+                1.0077858282578576,
+                0.8950579121384119,
+                1.0348131829708704,
+                0.8802295332034641,
+                1.0573036237099012,
+                0.8816011636092593,
+                1.0741826778133243,
+                0.8914978392878847,
+                1.076897441410801,
+                0.911788092656148,
+                1.0751351512562335,
+                0.9265647791225483,
+                1.0763970425573648,
+                0.9407369624799463,
+                1.075053685265128,
+                0.9417913276181705,
+                1.0697018034326975,
+                0.9523523099253108,
+                1.0619584342897572,
+                0.9687246728261701,
+                1.0496115620329747,
+                0.9819961763171552,
+                1.0437880565787132,
+                0.9902261296333055,
+                1.036776335171439,
+                1.0167686539675216,
+                1.02719908329187,
+                1.0393897565193124,
+                1.0151559172418654,
+                1.0633025125446949,
+                1.0021468886253628,
+                1.0845540064051982,
+                0.9949848743518965,
+                1.0934858712212507,
+                0.9936750833266651,
+                1.0939158617327953,
+                0.9887264840502932,
+                1.07687069654482,
+                0.9849073877892529,
+                1.0495601673985115,
+                0.968536122796128,
+                1.0302608877871398,
+                0.9595525737715221,
+                1.0250582586535266,
+                0.9494218117785129,
+                1.0314076443737552,
+                0.9369730450579224,
+                1.0282406198941436,
+                0.927613615345622,
+                1.0110472572993734,
+                0.9191954706340935,
+                0.9917321431280843,
+                0.9152228948941693,
+                0.9841156236614271,
+                0.9187162282547586,
+                0.9920089857228521
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 90,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 180,
+    "parameters": 149420,
+    "cert_evals": {
+        "36": 0.663551390171051,
+        "72": 0.6168224215507507,
+        "108": 0.5747663378715515,
+        "255": 0.3925233483314514
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/libras/fold_3/result.json b/UCI_N6/ortho/runs/libras/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf8995898acd2da0e8242f344228d852ab565774
--- /dev/null
+++ b/UCI_N6/ortho/runs/libras/fold_3/result.json
@@ -0,0 +1,210 @@
+{
+    "best_epoch": 25,
+    "best_val_acc": 0.7555555555555555,
+    "test_acc": 0.6711111111111111,
+    "train_size": 90,
+    "val_size": 45,
+    "test_size": 225,
+    "stats": {
+        "mean": [
+            [
+                0.09026950530000002,
+                -0.03347233166666681,
+                0.08805549977777775,
+                -0.03405123534444449,
+                0.08708464222222234,
+                -0.03423331444444434,
+                0.08310377777777779,
+                -0.037732521111111056,
+                0.07844351111111113,
+                -0.04188870111111114,
+                0.07671959222222215,
+                -0.04202225133333326,
+                0.08212408711111117,
+                -0.0449390454444444,
+                0.0878047777777778,
+                -0.05257811300000004,
+                0.09755105444444442,
+                -0.051445295555555555,
+                0.10336957555555559,
+                -0.05607170222222236,
+                0.10687409668888889,
+                -0.05782803755555547,
+                0.10272375744444447,
+                -0.057026167999999905,
+                0.10213378411111111,
+                -0.044367474444444326,
+                0.09731909555555555,
+                -0.04350549444444442,
+                0.08865874400000001,
+                -0.06280649233333332,
+                0.08169131444444443,
+                -0.08661213244444435,
+                0.07810773555555556,
+                -0.1112553797777778,
+                0.07463555555555558,
+                -0.1263340871111112,
+                0.06639933666666666,
+                -0.1465535255555555,
+                0.05377655111111114,
+                -0.1640056500000001,
+                0.04418829777777779,
+                -0.17093437533333333,
+                0.02842860777777779,
+                -0.16408909622222206,
+                0.016942645555555583,
+                -0.16675064855555574,
+                0.0073328979777777265,
+                -0.1588536488888888,
+                0.00373534444444446,
+                -0.1495966028888889,
+                0.0037222849777777105,
+                -0.1322372677777777,
+                -0.0027955453333333665,
+                -0.10401365777777777,
+                -0.014766566666666684,
+                -0.0861462788888889,
+                -0.025277220000000013,
+                -0.07635618999999995,
+                -0.03186592444444443,
+                -0.07135788,
+                -0.030484778888888852,
+                -0.06502929344444444,
+                -0.022410275666666677,
+                -0.05761954077777779,
+                -0.016950835555555564,
+                -0.03907689404444446,
+                -0.011996154444444438,
+                -0.029193174444444425,
+                -0.010071146111111135,
+                -0.02858531444444451,
+                -0.007421466666666659,
+                -0.023952365555555542,
+                -0.009688820900000063,
+                -0.01668311955555556,
+                -0.005838026666666681,
+                -0.0015534499999999242,
+                -0.005162895555555574,
+                -0.0012964042222222037,
+                -0.001906099777777802,
+                0.003737124444444456,
+                -0.003503918111111117,
+                0.001677034444444477,
+                -0.007449703600000025,
+                -0.0018753644444445127,
+                -0.012184628888888922,
+                0.0026639691111110986,
+                -0.016971600444444422,
+                0.007810784999999998,
+                -0.020134840000000025,
+                0.010748244444444445
+            ]
+        ],
+        "std": [
+            [
+                0.9926513732856214,
+                0.9922740467464981,
+                0.9964342900718223,
+                0.9915656502494293,
+                1.0031269607060127,
+                0.9916453686089172,
+                1.0081725642875177,
+                0.9907693657057502,
+                1.0084903680397026,
+                0.9923185425628301,
+                1.0128792801232473,
+                0.9902737219168581,
+                1.010792816435926,
+                0.9888655842110828,
+                1.0031758362749574,
+                0.9854298441685992,
+                0.9890882368719963,
+                0.9804285773312239,
+                0.9730772918992427,
+                0.9745141433518287,
+                0.9567259704295461,
+                0.9768662669607254,
+                0.9493774355368427,
+                1.0038706259343744,
+                0.9377382291600974,
+                1.0496602487376752,
+                0.9305872026550348,
+                1.0503150154169958,
+                0.9307025386159513,
+                1.0392640335949292,
+                0.9406209149566932,
+                1.0233939080464391,
+                0.9494506124739838,
+                1.012079221518538,
+                0.9489390893774563,
+                1.0141082199450873,
+                0.9442671255914099,
+                1.0105514136076659,
+                0.9468901507686455,
+                1.0026766110539935,
+                0.9613592957699403,
+                0.985068403868737,
+                0.9800073579280031,
+                0.975436460339431,
+                1.0032379235377316,
+                0.9551918013742791,
+                1.028917517888183,
+                0.9387713484170384,
+                1.0523789652036324,
+                0.9234035510206958,
+                1.070132196612977,
+                0.9175395296994716,
+                1.0842267579309721,
+                0.9236823939192144,
+                1.0897183483523363,
+                0.9433433068622874,
+                1.086396588028764,
+                0.9587574522789919,
+                1.0791277022520895,
+                0.9570482720019563,
+                1.0581187757889448,
+                0.9635751628260921,
+                1.0294739845645628,
+                0.9733935507031055,
+                1.0038087220203096,
+                0.976159293071053,
+                0.9795623017359278,
+                0.9735603509166184,
+                0.9585371109226899,
+                0.9664985333557078,
+                0.9486892392383033,
+                0.9697532879719861,
+                0.9467364294702475,
+                0.9789250453647614,
+                0.945107639018188,
+                0.9917430005321338,
+                0.9508272395661652,
+                0.9771349829809848,
+                0.9547821795258222,
+                0.9594346199487507,
+                0.9622256316466118,
+                0.9685833725709367,
+                0.9607418125919945,
+                0.9665777543918542,
+                0.9594116876542311,
+                0.9632493733809626,
+                0.9562909158066344,
+                0.9622547186764627,
+                0.9546903734091414,
+                0.9522119089089927
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 90,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 180,
+    "parameters": 149420,
+    "cert_evals": {
+        "36": 0.6399999856948853,
+        "72": 0.5911111235618591,
+        "108": 0.542222261428833,
+        "255": 0.30666667222976685
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/low-res-spect/fold_0/result.json b/UCI_N6/ortho/runs/low-res-spect/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c87dcffc39904b94b9cce6ee97146db4dad4d4b0
--- /dev/null
+++ b/UCI_N6/ortho/runs/low-res-spect/fold_0/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.8902439024390244,
+    "test_acc": 0.8259493670886076,
+    "train_size": 133,
+    "val_size": 82,
+    "test_size": 316,
+    "stats": {
+        "mean": [
+            [
+                0.024469110902255578,
+                0.005587958646616302,
+                0.01128199067669173,
+                -0.06037009248120303,
+                -0.05151846172932332,
+                -0.024907055639097758,
+                -0.0322428857142857,
+                -0.07194005187969929,
+                -0.07847493984962406,
+                -0.07729481917293234,
+                -0.0773144627819549,
+                -0.07946655714285718,
+                -0.08317833781954889,
+                -0.08108707368421056,
+                -0.051557367819548866,
+                -0.021992530075187956,
+                0.014977627969924827,
+                0.04699444218045112,
+                0.04272368962406013,
+                0.05729708105263157,
+                0.07787030999999998,
+                0.07839934406015038,
+                0.09192532827067672,
+                0.07718017969924812,
+                0.0731354135338346,
+                0.07884905857142857,
+                0.07964327293233082,
+                0.05894142315789478,
+                0.062022699022556374,
+                0.07031742661654138,
+                0.043068441142857156,
+                0.04871273007518795,
+                0.04621051263157891,
+                0.06354882256390976,
+                0.0722840044360902,
+                0.038285738646616524,
+                0.02072807609022559,
+                0.04804389000000004,
+                0.0138044796992481,
+                -0.018880903210526323,
+                0.011148169654135377,
+                0.02407343864661653,
+                3.409736842104958e-05,
+                0.014395889473684208,
+                0.012942278195488701,
+                0.003991518496240605,
+                0.004891412781954892,
+                -0.0026670207518796982,
+                0.0021274761654135233,
+                0.004516233834586465,
+                -0.017067495330827086,
+                0.05021997804511279,
+                0.05085938015037594,
+                0.049456287593984995,
+                0.04968600586466166,
+                0.038087282105263166,
+                0.0031582917293233393,
+                0.021881782706766925,
+                0.006666542857142849,
+                -0.009844528496240594,
+                0.009452689842105257,
+                -0.006844017293233067,
+                -0.0035632469924812256,
+                -0.013377724812030098,
+                -0.0006018690977443607,
+                -0.018097159398496255,
+                -0.011943087969924802,
+                -0.03201817045112783,
+                0.003904128195488711,
+                -0.007856270676691717,
+                -0.008680359248120318,
+                0.014900510601503778,
+                0.004884186917293262,
+                0.009004930977443638,
+                0.005372908571428565,
+                0.007624029323308276,
+                -0.002930867593984958,
+                -0.006319933082706782,
+                0.00469686285714285,
+                -0.008532866616541344,
+                0.0019344359398495853,
+                -0.004738761654135335,
+                0.0044714904511278155,
+                -0.001649885714285715,
+                -0.00984493360902256,
+                -0.01978030300751879,
+                -0.00966449759398497,
+                -0.010639091127819557,
+                -0.00729790171428571,
+                -0.01663022781954888,
+                -0.014927266917293243,
+                -0.0048786105263157985,
+                -0.023854766390977448,
+                -0.002417377293233085,
+                -0.018055805503759383,
+                -0.035139856165413506,
+                -0.003715027067669185,
+                -0.023457403157894727,
+                -0.028482144812030083,
+                -0.012900542255639115
+            ]
+        ],
+        "std": [
+            [
+                1.017393269930814,
+                0.9859850544384411,
+                0.6351269169990451,
+                0.9218499349108917,
+                0.9397831881819683,
+                0.9559682118638801,
+                0.9438724801654544,
+                0.9693197875856094,
+                0.9713955988615406,
+                0.9774390189841138,
+                0.9920460008560096,
+                0.9991906740103633,
+                1.0018878985632447,
+                1.0231730392212295,
+                1.0116746756260164,
+                1.0108766947238579,
+                0.9897047919639949,
+                0.9656545067924569,
+                0.9779229908137462,
+                0.9930910566294954,
+                0.9769947826741521,
+                0.9930680515190659,
+                0.9847812255306415,
+                0.9945404262409027,
+                1.0133003340234725,
+                1.010622334528224,
+                0.9790643689216147,
+                0.9695036033277806,
+                0.9691086110146303,
+                0.9709469151594099,
+                0.9509962741361917,
+                0.9459390595619844,
+                0.9682759104651395,
+                0.9693952498748859,
+                0.9565179833606766,
+                1.0087728224509616,
+                1.0339412420571243,
+                0.9797879106089201,
+                1.046812274765615,
+                1.017780178031687,
+                0.9666275571579879,
+                1.0256130258535934,
+                1.0669421863085269,
+                1.0402013313577008,
+                1.0594653822910898,
+                1.0511922704716143,
+                1.0356545195251559,
+                1.0641512050185258,
+                1.0747163688005084,
+                1.0935617174093786,
+                1.07443136746114,
+                1.0136851672908218,
+                0.997280326392972,
+                0.9783984688090382,
+                1.0042883048291307,
+                1.0487180616841298,
+                1.0824392363653417,
+                1.0689163006997184,
+                1.07508445719523,
+                1.094579375466917,
+                1.0691245108180063,
+                1.0218590639920084,
+                1.0406528766233436,
+                1.0483992179501052,
+                1.0151157130662107,
+                0.9890602540733745,
+                1.0033195884602837,
+                0.9979416719998978,
+                0.9549270557055792,
+                0.9629229016162045,
+                0.9687018168255607,
+                0.9641140507904243,
+                0.9578638967395385,
+                0.9634794979402529,
+                0.9643850012759382,
+                0.9632020577312645,
+                0.9577176582123652,
+                0.9571989614345542,
+                0.9564290236354037,
+                0.9456491144494708,
+                0.9478771903690641,
+                0.9493390272820802,
+                0.9470489606741441,
+                0.9627884351729016,
+                0.9803995592284533,
+                0.9681002662445597,
+                0.9719751368852133,
+                0.9739709130127491,
+                0.9720839287368537,
+                0.9671210605802054,
+                0.9711011471027048,
+                0.9845527475390607,
+                0.9825803050843526,
+                1.0038184387573925,
+                0.979717500002443,
+                0.9649405988529449,
+                0.9876179722405718,
+                0.9748242307388256,
+                0.9872212806368876,
+                0.982676241489978
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 9,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 182814,
+    "cert_evals": {
+        "36": 0.7784810066223145,
+        "72": 0.7405063509941101,
+        "108": 0.6962025761604309,
+        "255": 0.5506329536437988
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/low-res-spect/fold_1/result.json b/UCI_N6/ortho/runs/low-res-spect/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f10ae4a9946fdc1bc12111bcfa95dcff50d5a7ae
--- /dev/null
+++ b/UCI_N6/ortho/runs/low-res-spect/fold_1/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 49,
+    "best_val_acc": 0.8260869565217391,
+    "test_acc": 0.817629179331307,
+    "train_size": 133,
+    "val_size": 69,
+    "test_size": 329,
+    "stats": {
+        "mean": [
+            [
+                0.1530652789473686,
+                -0.009363782556390993,
+                0.05088392255639105,
+                0.09471572902255651,
+                0.08876052902255634,
+                0.12944444736842103,
+                0.10373392857142849,
+                -0.02023532421052626,
+                -0.029163837593984988,
+                -0.026313689849624053,
+                -0.02965288872180454,
+                -0.034014545112781965,
+                -0.03632338819548872,
+                -0.014735644736842088,
+                0.01785539338345867,
+                0.042751381052631564,
+                0.08679215699248122,
+                0.10001419052631579,
+                0.1017368892481203,
+                0.1075867052631579,
+                0.10462587691729323,
+                0.0953443353383458,
+                0.1062469197894737,
+                0.10487969082706766,
+                0.1025905135338346,
+                0.08913448766917297,
+                0.09933672556390981,
+                0.10743754187969931,
+                0.11109795225563905,
+                0.10047740721804511,
+                0.08384493444360905,
+                0.08902717887218042,
+                0.08559397548872186,
+                0.06289796500751879,
+                0.060330664586466215,
+                0.046363331127819554,
+                0.07722293548872182,
+                0.0516131944360902,
+                -0.022730849022556402,
+                -0.028101030902255634,
+                -0.013324536090225563,
+                -0.09062933308270675,
+                -0.0771601732330827,
+                -0.06511450924812032,
+                -0.12265796165413538,
+                -0.08916524360902257,
+                -0.07463184060150373,
+                -0.05617420278195486,
+                -0.030201605263157905,
+                -0.07578766255639095,
+                -0.059237725210526344,
+                0.1091188300225564,
+                0.09946399218045113,
+                0.08242898984962406,
+                0.03451749195488724,
+                0.014174642255639086,
+                -0.049911600902255625,
+                -0.08932375545864665,
+                -0.07350661661654141,
+                -0.06060752706766915,
+                -0.0945347070225564,
+                -0.07166026834586467,
+                -0.08000871849624057,
+                -0.06738826315789478,
+                -0.0653453539849624,
+                -0.06987513011278194,
+                -0.07700414037593982,
+                -0.0684724142857143,
+                -0.06314225375939844,
+                -0.06643927654135334,
+                -0.056201902105263185,
+                -0.045947005037593976,
+                -0.033031945488721806,
+                -0.04689342698496246,
+                -0.051469952631578955,
+                -0.03478667669172926,
+                -0.032341004661654134,
+                -0.056062630977443614,
+                -0.05649333834586465,
+                -0.039601220375939813,
+                -0.037854870451127794,
+                -0.045860515789473665,
+                -0.05729389000000003,
+                -0.0682322045112782,
+                -0.058773774210526354,
+                -0.06832082496240602,
+                -0.0708990614285714,
+                -0.0600364096992481,
+                -0.07209753969172931,
+                -0.0762365472180451,
+                -0.0768351112781955,
+                -0.07007685624060155,
+                -0.08927176834586463,
+                -0.0882228510300752,
+                -0.07869736499248121,
+                -0.0844527432330827,
+                -0.07372521428571428,
+                -0.09207066969172933,
+                -0.08798474277443606,
+                -0.09338331523308271
+            ]
+        ],
+        "std": [
+            [
+                0.9744553382107187,
+                0.9677597969434724,
+                1.777310974913784,
+                0.9984082294697983,
+                0.9969586292153921,
+                1.0583440616051412,
+                1.0566345380560944,
+                0.9857375895494132,
+                1.0026115267211986,
+                1.0074187005868174,
+                0.9914187021756643,
+                0.9940673441835514,
+                0.98310153446628,
+                0.9642872316677437,
+                0.9316107906957257,
+                0.8392466954824206,
+                0.8182299587971944,
+                0.8347678474815514,
+                0.8515903298166666,
+                0.8799721558505285,
+                0.89007089287234,
+                0.8866071634453673,
+                0.8820893100565611,
+                0.8826542910069028,
+                0.8881722225389,
+                0.8787089402752493,
+                0.8964119629138864,
+                0.879494453663738,
+                0.8784873894639735,
+                0.886681676346154,
+                0.9222856861284946,
+                0.9332670529570117,
+                0.9776036297075393,
+                0.9305127026487992,
+                0.9359011475452199,
+                0.9633874454328895,
+                0.9527398490690858,
+                0.965465879462667,
+                1.0188818420464785,
+                0.9828227999977308,
+                0.9531229051081205,
+                0.8713338836905145,
+                0.9153495157969829,
+                0.9223417239665608,
+                0.8942885354612832,
+                0.8998020432065605,
+                0.9315570163515208,
+                0.9082683584325931,
+                0.9187746260543722,
+                0.893070795181221,
+                0.9468936674390013,
+                0.9056643525291117,
+                0.9110446769794468,
+                0.9379974540127038,
+                0.9647664124557613,
+                1.0085574939350006,
+                0.9275642673326407,
+                0.8504043471913983,
+                0.9142116919528667,
+                0.8800039098256741,
+                0.8415645024254653,
+                0.8409729112787964,
+                0.8399221552071359,
+                0.8651820522167459,
+                0.8672852422573245,
+                0.8259267130126927,
+                0.8390487632459173,
+                0.8180961860126535,
+                0.8777786937858696,
+                0.8683920376045541,
+                0.8383842635930155,
+                0.8430069272476867,
+                0.8666946932557273,
+                0.8486025752416404,
+                0.8592189394385275,
+                0.8740498203324533,
+                0.8491655645886534,
+                0.8344601422755191,
+                0.8287917280777043,
+                0.8272025037471293,
+                0.8136865464598907,
+                0.8270386668301318,
+                0.80191790451096,
+                0.7804539659801455,
+                0.7882991571441237,
+                0.778040195581798,
+                0.7589918746851501,
+                0.7570902805838913,
+                0.7293901823605933,
+                0.7351310134454143,
+                0.7408556555784315,
+                0.725678505691747,
+                0.6990444825351154,
+                0.6919872173073935,
+                0.7125567265129449,
+                0.7086783958233831,
+                0.6708513004398178,
+                0.6871596422451152,
+                0.6809238754969238,
+                0.6885319279117135
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 9,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 182814,
+    "cert_evals": {
+        "36": 0.7841945290565491,
+        "72": 0.7537993788719177,
+        "108": 0.7234042882919312,
+        "255": 0.6291793584823608
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/low-res-spect/fold_2/result.json b/UCI_N6/ortho/runs/low-res-spect/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1162ccde82dd9d8fdac6fd03ae7b3f4d466f08bd
--- /dev/null
+++ b/UCI_N6/ortho/runs/low-res-spect/fold_2/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.8297872340425532,
+    "test_acc": 0.8585526315789473,
+    "train_size": 133,
+    "val_size": 94,
+    "test_size": 304,
+    "stats": {
+        "mean": [
+            [
+                -0.13586325413533815,
+                -0.0618193278195488,
+                -0.04310375263157894,
+                -0.004718533834586481,
+                0.01244425488721805,
+                -0.025889947368421044,
+                -0.03012266992481201,
+                -0.06166973518796993,
+                -0.058414011278195524,
+                -0.04856861338345865,
+                -0.053738878195488775,
+                -0.0494522635338346,
+                -0.033144374736842064,
+                -0.01673198932330828,
+                0.00380962645112784,
+                0.03076035639097744,
+                0.08222181203007521,
+                0.08607955939849626,
+                0.08385189150375942,
+                0.08648061872180456,
+                0.08489306466165417,
+                0.08092049669172934,
+                0.08067010932330827,
+                0.07488779000000001,
+                0.07012468195488719,
+                0.07198337165413535,
+                0.04773527819548873,
+                0.050869944360902274,
+                0.03545853684210525,
+                0.016283467669172918,
+                0.004097258646616531,
+                0.010401111278195502,
+                -0.01792126090225564,
+                -0.002418199992481197,
+                0.024459281879699275,
+                0.025849884210526343,
+                0.037459733984962384,
+                0.006547264984962439,
+                -0.010970754511278193,
+                0.04163085169924812,
+                0.02889156383458647,
+                0.030891175112781943,
+                0.028361738345864675,
+                0.02267998270676693,
+                -0.025261697518796977,
+                -0.0006612544360902128,
+                0.015497131578947396,
+                0.0313857212706767,
+                0.03935556884962408,
+                0.020145579699248115,
+                0.01561868073684209,
+                0.07393228112781952,
+                0.04280226511278196,
+                0.015148240601503748,
+                -0.02417430518796993,
+                0.02045143834586462,
+                -0.006660919548872173,
+                0.012737768827067671,
+                0.005639975112781977,
+                0.025091721879699245,
+                0.0078095799248120235,
+                -0.0012346056390977465,
+                -0.00859317037593985,
+                -0.006910761654135332,
+                0.0007964472932330711,
+                -0.013898008308270668,
+                -0.00025283060150373826,
+                -0.016696168195488716,
+                -0.01286229004511279,
+                -0.012526450751879697,
+                -0.030305314661654148,
+                -0.022196533157894733,
+                -0.014210327067669165,
+                -0.022408989473684207,
+                -0.032924627819548864,
+                -0.03237249348120299,
+                -0.020712286992481198,
+                -0.029102100751879693,
+                -0.03426806187969925,
+                -0.0444582919548872,
+                -0.05113502075187971,
+                -0.02233855496240602,
+                -0.032802209022556386,
+                -0.05755775917293232,
+                -0.047944335338345884,
+                -0.049902552481203004,
+                -0.045151886090225545,
+                -0.03859559834586468,
+                -0.05805407509774432,
+                -0.04678762857142857,
+                -0.04049555030075189,
+                -0.03414902180451127,
+                -0.04661476240601504,
+                -0.059792844360902264,
+                -0.045702631368421086,
+                -0.04080758105263156,
+                -0.05423186360902256,
+                -0.061008449345864635,
+                -0.04793841503759399,
+                -0.03687203282706768
+            ]
+        ],
+        "std": [
+            [
+                1.0650127556320446,
+                1.0066608520484202,
+                0.4156979395941612,
+                1.0111846623477019,
+                1.0239930605317062,
+                0.9684176798741715,
+                0.9492043006836792,
+                0.9787734675960276,
+                0.988203812821042,
+                0.9943574947885739,
+                0.9813196660052181,
+                0.9835335096862478,
+                0.9989723824774754,
+                1.0098341686716865,
+                1.0089678435680955,
+                1.006897414092789,
+                1.0014680482759133,
+                0.9969246326169929,
+                1.003048211475138,
+                0.9963037789822996,
+                0.9898134995117452,
+                0.9862762846232758,
+                0.9696634183119972,
+                0.9719462993345181,
+                0.9829041377072096,
+                0.9970195508702976,
+                0.9730130647207035,
+                0.9951471045673186,
+                1.000240668580986,
+                0.9831852201961157,
+                0.9993734243431007,
+                0.9862173484627466,
+                1.0050828113211423,
+                0.9769241582086713,
+                0.9707777014896144,
+                0.9086079382002629,
+                0.9264498134320229,
+                0.8898792590804552,
+                0.9013370080430921,
+                0.9668210661261372,
+                1.0273237339044736,
+                1.0647338020747121,
+                1.0837400905988852,
+                1.0895012361342458,
+                0.9942055646868553,
+                1.0030736971903318,
+                1.0609720074331763,
+                1.062673419595116,
+                1.0433128230210706,
+                1.0685942775734432,
+                1.0659683471227248,
+                0.9465620323080091,
+                0.9666073282199529,
+                0.9823564017132853,
+                0.9338971590735567,
+                0.9507680860369068,
+                0.9776613927510699,
+                1.0598523929295665,
+                1.0562343768456484,
+                1.0489211645884213,
+                1.0066351241778364,
+                0.9808309075924808,
+                0.9798741552856448,
+                0.9697984887288765,
+                0.983702693591976,
+                0.9640382228774541,
+                0.9492112764984969,
+                0.9447960904251254,
+                0.9458208100097997,
+                0.9393657515269506,
+                0.9219232080989007,
+                0.9287988887010107,
+                0.9255985041358817,
+                0.9022261222236313,
+                0.919866535230441,
+                0.9212084221960762,
+                0.9055005820857147,
+                0.9052992836968272,
+                0.8965515106580905,
+                0.9021371283357683,
+                0.8931093485275595,
+                0.8894800077414449,
+                0.875828335944702,
+                0.8768265814954874,
+                0.8758047501041376,
+                0.8679342278962235,
+                0.8563653918115903,
+                0.8447870748154496,
+                0.8533573385243273,
+                0.8580903767160212,
+                0.8449284057138841,
+                0.8368868316325839,
+                0.8375542445936696,
+                0.8372449278647315,
+                0.8325101772382546,
+                0.8345010300544318,
+                0.835506482915972,
+                0.8231852532778424,
+                0.8212941968447315,
+                0.8516404740029587
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 9,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 182814,
+    "cert_evals": {
+        "36": 0.8223684430122375,
+        "72": 0.7828947305679321,
+        "108": 0.7434210777282715,
+        "255": 0.5855263471603394
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/low-res-spect/fold_3/result.json b/UCI_N6/ortho/runs/low-res-spect/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1fc876afcc0f11ca1f249cc6e3d02ab13b1ea2d3
--- /dev/null
+++ b/UCI_N6/ortho/runs/low-res-spect/fold_3/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 27,
+    "best_val_acc": 0.8666666666666667,
+    "test_acc": 0.8474025974025974,
+    "train_size": 133,
+    "val_size": 90,
+    "test_size": 308,
+    "stats": {
+        "mean": [
+            [
+                0.10493862744360913,
+                0.0936277362406016,
+                -0.0037778827819548765,
+                -0.03855023533834586,
+                -0.02125209138345864,
+                -0.04543471105263157,
+                -0.04156411240601502,
+                0.01708999368421052,
+                0.01226467932330826,
+                0.008226878796992469,
+                -0.0025615368421052433,
+                -0.018209970902255675,
+                -0.022531850601503787,
+                -0.047815336466165384,
+                -0.04824461954887216,
+                -0.04206402887218042,
+                -0.02118501894736845,
+                -0.0029625436842105487,
+                0.01991662105263155,
+                0.02359305000000002,
+                0.0402974844360902,
+                0.02456900902255638,
+                0.02643880670676695,
+                0.01608115548872179,
+                0.022838549624060137,
+                0.021608356240601513,
+                0.0155475280451128,
+                0.0207188052631579,
+                0.0194884992481203,
+                0.035869669473684244,
+                0.023877902255639096,
+                0.02819542037593984,
+                0.011200890977443602,
+                0.0551807004511278,
+                0.04744355939849627,
+                0.06211426172932332,
+                0.06588056992481206,
+                0.07162352157894733,
+                0.08258311954887225,
+                0.064603631774436,
+                0.07408918799999994,
+                0.07613642842105264,
+                0.06256042105263157,
+                0.050916241353383455,
+                0.04188059195488719,
+                0.06601848721804507,
+                0.08979577601503759,
+                0.04491898714285714,
+                0.05555289037593983,
+                0.08533037067669177,
+                0.1070483993233083,
+                0.02408604115037597,
+                0.03420398706766918,
+                0.0032010017293233246,
+                0.029893602556390973,
+                0.09153908646616546,
+                0.11421593466165411,
+                0.07139292911278192,
+                0.08337384052631581,
+                0.06448526315789473,
+                0.04947902714285716,
+                0.017647485338345863,
+                -0.0008786248120300822,
+                -0.015028007622556393,
+                -0.005325834736842084,
+                -0.018705311578947382,
+                -0.027164074135338317,
+                -0.029699412736842082,
+                -0.03217006824060152,
+                -0.03655872067669175,
+                -0.05774721052631579,
+                -0.04586767902255643,
+                -0.04562037030075189,
+                -0.07277231285714282,
+                -0.054276041203007504,
+                -0.034596221676691734,
+                -0.054279020075187985,
+                -0.060108875413533845,
+                -0.05830179338345861,
+                -0.06900260458646613,
+                -0.06369796345864664,
+                -0.050903367669172896,
+                -0.06467745977443612,
+                -0.039303367142857155,
+                -0.05294008157894737,
+                -0.05645630721804513,
+                -0.029166729631578958,
+                -0.04837335909774438,
+                -0.057497763834586456,
+                -0.046163446466165416,
+                -0.046505692105263174,
+                -0.042113237368421055,
+                -0.047567896992481186,
+                -0.03315349614285714,
+                -0.04929982421052632,
+                -0.046727424661654124,
+                -0.04073674195488724,
+                -0.040684289624060156,
+                -0.04322478375939848,
+                -0.03915163230075189
+            ]
+        ],
+        "std": [
+            [
+                1.085273555336867,
+                1.0600160276531263,
+                0.5674366488770868,
+                1.0538936578762175,
+                1.0736216450711755,
+                1.0086568899549089,
+                1.0107145864607423,
+                0.9639829575234186,
+                0.9684391767243656,
+                0.9700338935541478,
+                0.9673544475161013,
+                0.9769837254042069,
+                0.9832042991536264,
+                0.9966940528369324,
+                1.0144584886010504,
+                1.0253444526714819,
+                1.044458899094195,
+                1.0437288549864745,
+                1.032355378351829,
+                1.0318246656034074,
+                1.0266339589652462,
+                1.0146406956988476,
+                1.0044468099155188,
+                1.025901708674945,
+                1.0091911104926408,
+                1.0132829244630681,
+                1.0135138926532963,
+                1.0124400641048181,
+                1.002468214234293,
+                0.9964174189277575,
+                1.0143810743935044,
+                1.016224305012167,
+                1.0394808957835124,
+                0.9841938243486714,
+                0.976043096972565,
+                0.9976075386689336,
+                1.0012751177529822,
+                0.9622637624799687,
+                1.0036628686765507,
+                1.0160940224228003,
+                1.0693721871548225,
+                1.0925110746781017,
+                1.0637453552419913,
+                1.112434336735407,
+                1.0720233742927996,
+                1.0887433013425338,
+                1.1365343727139479,
+                1.1082290562555606,
+                1.0534133646461585,
+                1.0636388960493586,
+                1.127374798190782,
+                1.0194494800051157,
+                1.0115614911992439,
+                0.9818412722460208,
+                0.9822209459756657,
+                1.005189728257075,
+                1.08403913325294,
+                1.085459527481645,
+                1.0752872906455573,
+                1.0795318572671038,
+                1.0523758463978325,
+                1.0153359772434278,
+                1.0026092291413942,
+                0.9950344482682812,
+                1.0022482399439303,
+                0.9810221193577394,
+                0.9883984901555372,
+                0.9708415174186519,
+                0.9316161962977328,
+                0.9305979660096333,
+                0.9093710872091209,
+                0.8961295852270974,
+                0.9009089691160881,
+                0.8750080609089094,
+                0.885858487783631,
+                0.8776260762487318,
+                0.8673876172449833,
+                0.8724100819567573,
+                0.8723912389263426,
+                0.8799174782922783,
+                0.8777004895430206,
+                0.8741256633416288,
+                0.8800181503826561,
+                0.8711684637095992,
+                0.8970805311242029,
+                0.90130116126784,
+                0.8913911258859273,
+                0.9120317859512505,
+                0.9060025721716157,
+                0.898262341874369,
+                0.9234492395195655,
+                0.9258258169182748,
+                0.9069694433482488,
+                0.9289092057679259,
+                0.9258785829559869,
+                0.9254000265308414,
+                0.931316640531728,
+                0.9258381499941104,
+                0.9377776810526488,
+                0.9431768651197908
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 9,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 182814,
+    "cert_evals": {
+        "36": 0.8116883039474487,
+        "72": 0.7727272510528564,
+        "108": 0.75,
+        "255": 0.5941558480262756
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/lung-cancer/fold_0/result.json b/UCI_N6/ortho/runs/lung-cancer/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..03318a063749d865dc65f4a6470a704ac1837312
--- /dev/null
+++ b/UCI_N6/ortho/runs/lung-cancer/fold_0/result.json
@@ -0,0 +1,142 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 1.0,
+    "test_acc": 0.4,
+    "train_size": 8,
+    "val_size": 4,
+    "test_size": 20,
+    "stats": {
+        "mean": [
+            [
+                -0.176777,
+                -1.2499999999804334e-06,
+                0.2121181,
+                0.22119374999999997,
+                -0.34205175000000004,
+                -0.25413399999999997,
+                -0.4991070000000001,
+                -0.20667375000000004,
+                0.18207425,
+                0.1674343749999999,
+                0.18600550000000005,
+                0.25552725,
+                -0.39027892500000017,
+                0.254131375,
+                0.20814399999999994,
+                -0.11680949999999997,
+                4.999999999866223e-07,
+                4.999999999866223e-07,
+                -0.556826,
+                0.03246771249999994,
+                1.000000000070389e-06,
+                -0.15760575000000004,
+                1.000000000070389e-06,
+                -0.526415,
+                0.26887700000000003,
+                -0.5463909500000002,
+                0.3981490000000001,
+                -0.11073775000000001,
+                -0.0461445,
+                -0.08733862499999998,
+                -0.20931662499999998,
+                -0.20931662499999998,
+                -0.34491900000000003,
+                -0.30012262500000003,
+                0.530329625,
+                0.5840457499999999,
+                -0.2706785,
+                0.334991875,
+                -0.19773098749999996,
+                0.28412875,
+                -0.55909175,
+                -7.500000000632001e-07,
+                -0.176777,
+                -6.250000000040945e-07,
+                -0.2341686250000001,
+                0.143568,
+                -0.254133,
+                -0.254133,
+                -0.347985,
+                0.0,
+                0.0,
+                0.06977162499999998,
+                0.06977162499999998,
+                0.12400250000000002,
+                0.15760662499999997,
+                0.0684115
+            ]
+        ],
+        "std": [
+            [
+                1.0,
+                0.8745283537861638,
+                0.8040182621062347,
+                0.68534473627397,
+                0.7239840501975423,
+                0.9583948535512387,
+                0.8803408658477123,
+                1.0967323649565501,
+                1.2845975870016406,
+                1.26287547547214,
+                1.275192087344785,
+                1.0828786155044974,
+                0.8691968462812435,
+                0.9433006737973234,
+                0.9271293940653591,
+                0.8092773571506556,
+                0.984249913856105,
+                0.984249913856105,
+                1.0,
+                0.963139848525996,
+                0.9842499957566675,
+                1.0919276973489076,
+                0.9842499957566675,
+                1.0,
+                0.5691037527613045,
+                0.8831049872737146,
+                1.061731,
+                0.8858950000009523,
+                1.1526351972973712,
+                0.9725553242070524,
+                1.0348836588388737,
+                1.0348836588388737,
+                1.3655263400268045,
+                0.9701424604483272,
+                0.7071057500002983,
+                0.9344725000001003,
+                1.0207927843497426,
+                0.9180330571660311,
+                0.6975292820538815,
+                0.7517340128236433,
+                0.7042730759798983,
+                0.6959722224846242,
+                1.0,
+                1.2187770455635987,
+                1.497375656357527,
+                1.0,
+                1.0,
+                1.0,
+                1.6688774326399765,
+                1.0,
+                1.0,
+                0.7383957883078252,
+                0.7383957883078252,
+                0.9605327902178821,
+                0.8339735544200334,
+                0.9479176319916991
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 56,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 112,
+    "parameters": 57352,
+    "cert_evals": {
+        "36": 0.4000000059604645,
+        "72": 0.3499999940395355,
+        "108": 0.15000000596046448,
+        "255": 0.05000000074505806
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/lung-cancer/fold_1/result.json b/UCI_N6/ortho/runs/lung-cancer/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..87b091a25ae201eca421ef23df323fc42539c18b
--- /dev/null
+++ b/UCI_N6/ortho/runs/lung-cancer/fold_1/result.json
@@ -0,0 +1,142 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.25,
+    "test_acc": 0.45,
+    "train_size": 8,
+    "val_size": 4,
+    "test_size": 20,
+    "stats": {
+        "mean": [
+            [
+                -0.176777,
+                -1.2499999999804334e-06,
+                0.3333284,
+                0.22119374999999997,
+                -0.34205175000000004,
+                -0.08471187499999999,
+                -0.332738375,
+                0.28934212499999995,
+                0.18207425,
+                0.1674343749999999,
+                0.37201150000000005,
+                0.54755725,
+                -0.0780548750000001,
+                0.254131875,
+                0.20814499999999997,
+                -0.584046,
+                0.372012,
+                0.372012,
+                0.037120499999999945,
+                0.03246771249999994,
+                0.2841295000000001,
+                0.15760662499999994,
+                -0.2841274999999999,
+                -0.14356812499999994,
+                0.483978,
+                -0.5463909500000002,
+                0.6635817500000001,
+                0.33220974999999997,
+                0.13842525,
+                0.26201350000000007,
+                -0.627947875,
+                -0.627947875,
+                -0.7391125000000001,
+                0.21437324999999996,
+                1.2499999998971667e-07,
+                -0.11680875,
+                -0.09022612500000005,
+                -0.23927749999999992,
+                0.06591022500000003,
+                0.28412875,
+                0.050826124999999986,
+                -7.50000000007689e-07,
+                0.176776375,
+                1.2499999998971667e-07,
+                -0.8586173750000001,
+                0.143568,
+                -0.254133,
+                -0.254133,
+                -0.69597,
+                0.0,
+                0.0,
+                0.06977162499999998,
+                -0.20931575000000002,
+                -0.3720145,
+                0.15760662499999997,
+                0.615692
+            ]
+        ],
+        "std": [
+            [
+                1.0,
+                0.8745283537861637,
+                0.6748704785505882,
+                0.68534473627397,
+                0.7239840501975423,
+                0.8125185082212646,
+                1.0389725707942121,
+                0.6403537411098333,
+                1.2845975870016406,
+                1.26287547547214,
+                1.2338234677314055,
+                1.0010303391915438,
+                0.7486887534635199,
+                0.6561671321123982,
+                0.6449175678604204,
+                1.0,
+                1.0,
+                1.0,
+                1.0287455149777083,
+                0.963139848525996,
+                0.7517333513858155,
+                0.8339735544200334,
+                1.100424948682894,
+                1.0129176214682314,
+                1.0,
+                0.8831049872737147,
+                1.0280166202880368,
+                0.7672062760475096,
+                0.9766487648315219,
+                1.1975188335072229,
+                1.080900755511744,
+                1.080900755511744,
+                1.5267048606832134,
+                0.822478277401104,
+                0.6846529246237537,
+                0.9047995916201208,
+                1.0047163027130392,
+                0.7656924999999999,
+                1.054565000000008,
+                0.7517340128236433,
+                1.1319596096912465,
+                0.6959722224846243,
+                0.9354143054375608,
+                0.6723723872158637,
+                1.2092403856025213,
+                1.0,
+                1.0,
+                1.0,
+                1.2054554005437115,
+                1.39194,
+                0.98425,
+                0.7383957883078252,
+                0.9667870265020562,
+                0.9605327902178821,
+                0.8339735544200334,
+                1.0
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 56,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 112,
+    "parameters": 57352,
+    "cert_evals": {
+        "36": 0.3499999940395355,
+        "72": 0.30000001192092896,
+        "108": 0.30000001192092896,
+        "255": 0.15000000596046448
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/lung-cancer/fold_2/result.json b/UCI_N6/ortho/runs/lung-cancer/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f2064d3cfbd3124ffe117a9fdb1406534931755
--- /dev/null
+++ b/UCI_N6/ortho/runs/lung-cancer/fold_2/result.json
@@ -0,0 +1,142 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.625,
+    "test_acc": 0.3125,
+    "train_size": 8,
+    "val_size": 8,
+    "test_size": 16,
+    "stats": {
+        "mean": [
+            [
+                0.5303301249999998,
+                -0.22580399999999995,
+                -0.3939341,
+                -0.4866262499999999,
+                0.20522875000000002,
+                -0.08471187499999998,
+                0.166368,
+                -0.04133512500000004,
+                -0.303458,
+                -0.27905975000000005,
+                -0.186006,
+                -0.32853374999999996,
+                0.23417107499999992,
+                -0.25413399999999997,
+                0.04162699999999995,
+                -0.3504277499999999,
+                0.372012,
+                5.000000000143778e-07,
+                0.037120499999999945,
+                0.03246771249999997,
+                -0.2841274999999999,
+                0.47281899999999993,
+                0.2841295000000001,
+                0.04785500000000001,
+                0.2688775,
+                -0.23416595000000007,
+                0.13271625000000004,
+                0.11073562499999999,
+                0.32299500000000003,
+                -0.08733862499999998,
+                -0.06977312500000003,
+                -0.06977312500000003,
+                0.24637075000000005,
+                -0.12862400000000002,
+                -0.35355349999999997,
+                -0.350427,
+                0.27067862499999995,
+                -0.62212375,
+                0.593192725,
+                0.28412875,
+                0.6607445000000001,
+                -0.20091262500000007,
+                0.176776375,
+                0.25413225,
+                0.07805589999999993,
+                0.7178385,
+                0.7623977500000001,
+                0.7623977500000001,
+                0.347985,
+                0.347985,
+                0.0,
+                -0.48840412499999997,
+                -0.48840412499999997,
+                -0.124006,
+                0.15760662499999994,
+                -0.47886900000000004
+            ]
+        ],
+        "std": [
+            [
+                1.8708296030318634,
+                1.1948341428692102,
+                1.0773417243604047,
+                0.8486461065652968,
+                1.059804131102034,
+                0.8125185082212646,
+                0.8803404878832395,
+                0.920566504074317,
+                1.0,
+                0.7733489942365526,
+                0.7203981402946568,
+                0.5655146315423125,
+                0.9749224782092981,
+                0.9583948535512387,
+                0.8811270319533954,
+                0.6180957912261151,
+                1.0,
+                0.984249913856105,
+                1.0287455149777083,
+                0.963139848525996,
+                1.100424948682894,
+                1.0,
+                0.7517333513858155,
+                1.0658003128899194,
+                1.0315890948113742,
+                1.0355328887342052,
+                1.0280166202880368,
+                1.0621504008726752,
+                0.7148326632261567,
+                0.9725553242070524,
+                1.0809007555117442,
+                1.0809007555117442,
+                0.5214703075947253,
+                0.9548636855920851,
+                0.9842497172806299,
+                0.934473,
+                0.8654191884816481,
+                0.6631091564872164,
+                0.913279950038126,
+                0.7517340128236433,
+                0.8132235000004611,
+                1.3773654997805538,
+                0.9354143054375608,
+                1.01653000000083,
+                1.2488975000001081,
+                0.994665683287983,
+                1.7606829064560963,
+                1.7606829064560963,
+                0.9206817699808115,
+                0.9206817699808115,
+                0.98425,
+                1.5538907649834526,
+                1.5538907649834526,
+                0.9920339999999999,
+                0.8339735544200334,
+                1.0945610000000001
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 56,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 112,
+    "parameters": 57352,
+    "cert_evals": {
+        "36": 0.25,
+        "72": 0.1875,
+        "108": 0.1875,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/lung-cancer/fold_3/result.json b/UCI_N6/ortho/runs/lung-cancer/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b7a1e632da34fc7a6408ae43c8586dacd0316ba
--- /dev/null
+++ b/UCI_N6/ortho/runs/lung-cancer/fold_3/result.json
@@ -0,0 +1,142 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.5714285714285714,
+    "test_acc": 0.4117647058823529,
+    "train_size": 8,
+    "val_size": 7,
+    "test_size": 17,
+    "stats": {
+        "mean": [
+            [
+                0.5303301249999998,
+                -1.2499999999804334e-06,
+                -0.39393409999999995,
+                -0.48662574999999997,
+                0.20522875000000002,
+                0.25413137500000005,
+                0.166368,
+                0.12400349999999996,
+                0.18207425,
+                -0.055812250000000035,
+                0.18600550000000005,
+                -0.03650375000000001,
+                0.23417107499999992,
+                -0.08471287499999999,
+                -0.12489200000000006,
+                0.11680875,
+                4.999999999866223e-07,
+                5.000000000143778e-07,
+                -0.556826,
+                0.03246771249999994,
+                -0.28412749999999987,
+                -0.47281812500000003,
+                0.2841295000000001,
+                -0.334991875,
+                -0.16132500000000002,
+                -0.23416690000000004,
+                -0.13271649999999996,
+                -0.11073775000000001,
+                -0.41528250000000005,
+                -0.08733862499999998,
+                0.06977074999999999,
+                0.06977074999999999,
+                0.049274500000000054,
+                -0.814618375,
+                0.53032925,
+                0.35042749999999995,
+                -0.45113087499999993,
+                0.526415,
+                0.06591029999999999,
+                0.28412875,
+                -0.7623978749999999,
+                0.200909125,
+                -0.176777,
+                -0.508266375,
+                0.07805589999999987,
+                0.143568,
+                -0.254133,
+                -0.254133,
+                0.0,
+                0.0,
+                -0.2460625,
+                0.348859,
+                0.348859,
+                0.12400250000000004,
+                0.15760662499999994,
+                0.06841149999999997
+            ]
+        ],
+        "std": [
+            [
+                1.8708296030318634,
+                0.8745283537861637,
+                1.0773417243604047,
+                1.1050835007108908,
+                1.059804131102034,
+                0.9433006737973234,
+                0.8803404878832395,
+                0.9352965034364771,
+                1.2845975870016406,
+                1.2429866458078653,
+                1.275192087344785,
+                0.7002636005201451,
+                0.9749224782092981,
+                1.2564662193460912,
+                1.2349267641556725,
+                0.9047995916201208,
+                0.984249913856105,
+                0.984249913856105,
+                1.0,
+                0.963139848525996,
+                1.100424948682894,
+                1.2208122788934872,
+                0.7517333513858155,
+                0.5064579839368311,
+                0.8330825907525617,
+                0.826068984966516,
+                0.9194860179854557,
+                0.8858950000009523,
+                0.8851640178287581,
+                0.9725553242070524,
+                0.956663241117368,
+                0.956663241117368,
+                1.0429379694381398,
+                0.45374271193952453,
+                0.9999985416822804,
+                1.120393298613817,
+                1.0047163027130392,
+                0.7656924999999999,
+                1.0,
+                0.7517340128236433,
+                0.5378974467662115,
+                0.531557565187073,
+                1.0,
+                1.4149504831054103,
+                1.2488975000001081,
+                1.0,
+                1.0,
+                1.0,
+                1.39194,
+                1.0,
+                0.6510201819788307,
+                1.0,
+                1.0,
+                0.9605327902178821,
+                0.8339735544200334,
+                0.9479176319916991
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 56,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 112,
+    "parameters": 57352,
+    "cert_evals": {
+        "36": 0.3529411852359772,
+        "72": 0.23529411852359772,
+        "108": 0.23529411852359772,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/lymphography/fold_0/result.json b/UCI_N6/ortho/runs/lymphography/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3661f4fb2fc57b185bd15184f4ca7e5ddb57779
--- /dev/null
+++ b/UCI_N6/ortho/runs/lymphography/fold_0/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.8,
+    "test_acc": 0.7362637362637363,
+    "train_size": 37,
+    "val_size": 20,
+    "test_size": 91,
+    "stats": {
+        "mean": [
+            [
+                0.11571070270270278,
+                0.027093891891891864,
+                -0.1061727567567567,
+                -0.22205799999999987,
+                0.12556329729729743,
+                0.06734324324324321,
+                0.05365567567567566,
+                0.1178617837837836,
+                -0.021548756756756857,
+                0.3392003783783783,
+                0.10699794594594601,
+                0.16341409189189185,
+                0.04434448648648651,
+                -0.18670452972972956,
+                0.26953127027027013,
+                0.028475135135135103,
+                0.04964567567567568,
+                0.039015189189189156
+            ]
+        ],
+        "std": [
+            [
+                0.9649959417614393,
+                0.9932963186135503,
+                0.8953249050860361,
+                1.0,
+                1.0617235061005919,
+                0.9934273444847499,
+                1.0837969821071396,
+                0.93550276827785,
+                1.0343414594594595,
+                0.9787865374391254,
+                0.967613635624315,
+                0.9191462546392654,
+                0.8904463864306404,
+                0.9446597120353613,
+                0.8244693349942901,
+                0.9863926362299982,
+                0.9592304425723344,
+                1.0431241983062185
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6165,
+    "cert_evals": {
+        "36": 0.6703296899795532,
+        "72": 0.6043956279754639,
+        "108": 0.49450549483299255,
+        "255": 0.09890110045671463
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/lymphography/fold_1/result.json b/UCI_N6/ortho/runs/lymphography/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2765f37a0d82ab8c65e2591ab00c0848e2844d01
--- /dev/null
+++ b/UCI_N6/ortho/runs/lymphography/fold_1/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 27,
+    "best_val_acc": 0.7857142857142857,
+    "test_acc": 0.8072289156626506,
+    "train_size": 37,
+    "val_size": 28,
+    "test_size": 83,
+    "stats": {
+        "mean": [
+            [
+                0.04959027027027034,
+                0.08128264864864862,
+                -0.035391108108108124,
+                -0.22205799999999987,
+                0.18834432432432444,
+                0.12121940540540535,
+                0.053655675675675654,
+                0.1178617837837837,
+                0.06464635135135137,
+                -0.08076164864864863,
+                0.05944235135135144,
+                0.00778283243243246,
+                0.15077297297297293,
+                -0.11202250000000004,
+                0.16519686486486485,
+                0.028475135135135117,
+                -0.08274070270270273,
+                0.08157664864864865
+            ]
+        ],
+        "std": [
+            [
+                0.9907038663718554,
+                0.9843876514961846,
+                0.9653329850824838,
+                1.0,
+                1.0873992856216566,
+                0.9875663650472953,
+                1.0837969821071396,
+                0.93550276827785,
+                1.1435074740788183,
+                0.8987462927541991,
+                0.9629278239378523,
+                0.8670760159672493,
+                1.0294219151090758,
+                0.8796063323575559,
+                0.8770711701884819,
+                0.9863926362299982,
+                1.050784302485063,
+                1.0667820327309758
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6165,
+    "cert_evals": {
+        "36": 0.626505970954895,
+        "72": 0.518072247505188,
+        "108": 0.3975903391838074,
+        "255": 0.012048192322254181
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/lymphography/fold_2/result.json b/UCI_N6/ortho/runs/lymphography/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..75b3064d149cb105bd596f176b88319c132781fb
--- /dev/null
+++ b/UCI_N6/ortho/runs/lymphography/fold_2/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 37,
+    "best_val_acc": 0.76,
+    "test_acc": 0.7209302325581395,
+    "train_size": 37,
+    "val_size": 25,
+    "test_size": 86,
+    "stats": {
+        "mean": [
+            [
+                -0.08265059459459453,
+                0.0812826486486486,
+                -0.03539110810810814,
+                0.031722972972972906,
+                1.2432432433330043e-06,
+                -0.09428524324324326,
+                -0.05365621621621621,
+                -4.864864865424842e-07,
+                -0.02154875675675677,
+                -0.016152108108108066,
+                -0.03566883783783778,
+                -0.02334296756756763,
+                -0.06208424324324333,
+                0.08712936486486486,
+                -0.043471945945945945,
+                0.08542454054054054,
+                0.248225243243243,
+                0.09576443243243248
+            ]
+        ],
+        "std": [
+            [
+                0.9873886182585688,
+                0.9843876514961846,
+                0.9653329850824838,
+                1.0616419779070554,
+                0.9966179074004299,
+                0.9934273444847498,
+                0.8978357031769213,
+                0.9966159264522366,
+                1.0343414594594607,
+                0.8607871843035175,
+                0.946344799312269,
+                0.9999220929965701,
+                0.8847748864465823,
+                0.9544491031115466,
+                0.9396531993920559,
+                0.9631018357081231,
+                0.7605018441428824,
+                0.9305366467747157
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6165,
+    "cert_evals": {
+        "36": 0.5813953280448914,
+        "72": 0.4767441749572754,
+        "108": 0.39534884691238403,
+        "255": 0.06976744532585144
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/lymphography/fold_3/result.json b/UCI_N6/ortho/runs/lymphography/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0060f25b0a9d2ef053ef124ec84d992e38142890
--- /dev/null
+++ b/UCI_N6/ortho/runs/lymphography/fold_3/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 26,
+    "best_val_acc": 0.7777777777777778,
+    "test_acc": 0.7526881720430108,
+    "train_size": 37,
+    "val_size": 18,
+    "test_size": 93,
+    "stats": {
+        "mean": [
+            [
+                0.04959027027027031,
+                -0.1896611351351352,
+                -0.035391108108108124,
+                -0.22205799999999987,
+                0.1255632972972974,
+                -0.20203756756756758,
+                -0.0536562162162162,
+                0.1767929189189188,
+                -0.021548756756756837,
+                -0.04845689189189187,
+                0.011886594594594657,
+                -0.14784801081081084,
+                -0.133037,
+                -0.03734048648648648,
+                0.06086245945945948,
+                0.14237394594594593,
+                -0.0827407027027028,
+                -0.017734054054054066
+            ]
+        ],
+        "std": [
+            [
+                0.949006736815226,
+                0.9991913040086986,
+                0.9653329850824838,
+                1.0,
+                1.061723506100592,
+                0.9787090886861045,
+                0.8978357031769213,
+                0.8976123081203877,
+                1.0343414594594595,
+                0.9022230780655615,
+                1.039718775420792,
+                0.9842972464819717,
+                1.0946013067767175,
+                0.8968738654850321,
+                0.9148697472881367,
+                0.9357742193114152,
+                1.050784302485063,
+                0.9574019230274994
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 6165,
+    "cert_evals": {
+        "36": 0.6236559152603149,
+        "72": 0.47311827540397644,
+        "108": 0.31182795763015747,
+        "255": 0.02150537632405758
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/magic/fold_0/result.json b/UCI_N6/ortho/runs/magic/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..228d452c4515ee8805b6a217f0f57a34134ad846
--- /dev/null
+++ b/UCI_N6/ortho/runs/magic/fold_0/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 32,
+    "best_val_acc": 0.8394672274798458,
+    "test_acc": 0.8332457062740974,
+    "train_size": 4755,
+    "val_size": 2853,
+    "test_size": 11412,
+    "stats": {
+        "mean": [
+            [
+                -0.006388502646498379,
+                0.006146446558885208,
+                -0.004209508307465906,
+                -0.004618793225236638,
+                -0.005315102475499497,
+                0.006428044290851726,
+                -0.009059829779516417,
+                -0.008184151766561471,
+                0.0033090761545739233,
+                -0.037376705087697235
+            ]
+        ],
+        "std": [
+            [
+                1.0023231607535665,
+                1.0146947634200698,
+                0.9896786368249049,
+                1.001451036065264,
+                1.0040066512880044,
+                0.9905161210566023,
+                0.9988965907369368,
+                1.0089426097443763,
+                0.998566492615012,
+                0.9927003057378353
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 1947,
+    "cert_evals": {
+        "36": 0.761917233467102,
+        "72": 0.6789344549179077,
+        "108": 0.5832456946372986,
+        "255": 0.16000699996948242
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/magic/fold_1/result.json b/UCI_N6/ortho/runs/magic/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2652026dd2167ecad404438f9790cbdfc8cce25a
--- /dev/null
+++ b/UCI_N6/ortho/runs/magic/fold_1/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.8363636363636363,
+    "test_acc": 0.8388426128890837,
+    "train_size": 4755,
+    "val_size": 2860,
+    "test_size": 11405,
+    "stats": {
+        "mean": [
+            [
+                -0.02436633946876997,
+                -0.022955164259726813,
+                -0.01993822200946376,
+                0.03387639055541514,
+                0.03436448497875925,
+                0.0038116422946371125,
+                0.007543406119453581,
+                0.009698795669190335,
+                0.0014860032576237098,
+                0.00582992035215565
+            ]
+        ],
+        "std": [
+            [
+                0.9720381092498293,
+                0.977333352882092,
+                1.005139358382248,
+                1.0164880549439819,
+                1.0140583933617473,
+                0.9837401295374851,
+                0.9888378476099222,
+                0.9663806918109694,
+                1.005931831682823,
+                1.000297701528725
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 1947,
+    "cert_evals": {
+        "36": 0.7684348821640015,
+        "72": 0.6833844780921936,
+        "108": 0.5764138698577881,
+        "255": 0.13108286261558533
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/magic/fold_2/result.json b/UCI_N6/ortho/runs/magic/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a4b2f7c145abd12439c11979c4fbcd35b46f42b0
--- /dev/null
+++ b/UCI_N6/ortho/runs/magic/fold_2/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 26,
+    "best_val_acc": 0.8446771378708552,
+    "test_acc": 0.838421052631579,
+    "train_size": 4755,
+    "val_size": 2865,
+    "test_size": 11400,
+    "stats": {
+        "mean": [
+            [
+                -0.012130254007592012,
+                -0.00826500078065223,
+                -0.010807356011566996,
+                0.006499159247108326,
+                0.006873201220609896,
+                0.02000870184077821,
+                0.001820881288265063,
+                -0.006523736593059914,
+                0.0003778347011781665,
+                -0.018002280250893746
+            ]
+        ],
+        "std": [
+            [
+                0.9818839030528209,
+                1.009368494398234,
+                0.999432313276235,
+                1.001141721390468,
+                1.0040075321280533,
+                0.9881194208362026,
+                0.9709869282224545,
+                1.0026493070298281,
+                0.9996452002230842,
+                0.9913588270685182
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 1947,
+    "cert_evals": {
+        "36": 0.7646491527557373,
+        "72": 0.6671053171157837,
+        "108": 0.5606140494346619,
+        "255": 0.1397368460893631
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/magic/fold_3/result.json b/UCI_N6/ortho/runs/magic/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..317ac07b3cfe36b340f2c1202bae75bf3d125aa9
--- /dev/null
+++ b/UCI_N6/ortho/runs/magic/fold_3/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 51,
+    "best_val_acc": 0.8340425531914893,
+    "test_acc": 0.8329401485364788,
+    "train_size": 4755,
+    "val_size": 2820,
+    "test_size": 11445,
+    "stats": {
+        "mean": [
+            [
+                0.002866516450893953,
+                0.007929027486435548,
+                -0.0013075722715039048,
+                -0.001188124590956882,
+                0.002480280701366967,
+                0.012874902747423648,
+                0.0054113211936909185,
+                -0.007862206105783356,
+                -0.005652595006519504,
+                0.005077877345299725
+            ]
+        ],
+        "std": [
+            [
+                1.0050954716049485,
+                1.0162654558216224,
+                1.0021008916654397,
+                1.0041169983170044,
+                1.0089152336885907,
+                0.9909098405813409,
+                0.9979067399488123,
+                0.9973925897941894,
+                0.9985454656770815,
+                0.9973467754133581
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 1947,
+    "cert_evals": {
+        "36": 0.752293586730957,
+        "72": 0.6632590889930725,
+        "108": 0.563302755355835,
+        "255": 0.13595455884933472
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/mammographic/fold_0/result.json b/UCI_N6/ortho/runs/mammographic/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..66d8e41a545930bc878b73784bf18ea314c504fd
--- /dev/null
+++ b/UCI_N6/ortho/runs/mammographic/fold_0/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.8561643835616438,
+    "test_acc": 0.8104347826086956,
+    "train_size": 240,
+    "val_size": 146,
+    "test_size": 575,
+    "stats": {
+        "mean": [
+            [
+                -0.045138683333333235,
+                -0.06581824708333332,
+                -0.0668893333333335,
+                0.0035843166666667194,
+                0.07534454166666703
+            ]
+        ],
+        "std": [
+            [
+                0.3742768596239394,
+                1.0309553579295558,
+                1.0205845721721885,
+                1.0069085496781394,
+                0.8984819781883195
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 527,
+    "cert_evals": {
+        "36": 0.7530434727668762,
+        "72": 0.5252174139022827,
+        "108": 0.32695654034614563,
+        "255": 0.12000000476837158
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ortho/runs/mammographic/fold_2/result.json b/UCI_N6/ortho/runs/mammographic/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..febfe8d63e638830e9871d81d1268bcb22cf7fde
--- /dev/null
+++ b/UCI_N6/ortho/runs/mammographic/fold_2/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.815068493150685,
+    "test_acc": 0.8226086956521739,
+    "train_size": 240,
+    "val_size": 146,
+    "test_size": 575,
+    "stats": {
+        "mean": [
+            [
+                -0.033514049999999865,
+                -0.031616095833333364,
+                -0.03834651666666679,
+                0.05680765833333342,
+                -0.03524305833333262
+            ]
+        ],
+        "std": [
+            [
+                0.37826323579119164,
+                0.9793517631184475,
+                1.0048978854533288,
+                1.01250978800026,
+                1.0390956653058405
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 527,
+    "cert_evals": {
+        "36": 0.7547826170921326,
+        "72": 0.7078260779380798,
+        "108": 0.6365217566490173,
+        "255": 0.08521739393472672
+    }
+}
\ No newline at end of file