diff --git a/.gitattributes b/.gitattributes
index 9c9692eb174caad964d0aaaa2d47a63676752afd..0a008830b8703202fea7f9c411cbf639c896c4b6 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -259,3 +259,27 @@ DermaMNIST/20250817-142017_DermaMNIST/plots/confusion_epoch_6.png filter=lfs dif
 DermaMNIST/20250817-142017_DermaMNIST/plots/confusion_epoch_7.png filter=lfs diff=lfs merge=lfs -text
 DermaMNIST/20250817-142017_DermaMNIST/plots/confusion_epoch_8.png filter=lfs diff=lfs merge=lfs -text
 DermaMNIST/20250817-142017_DermaMNIST/plots/confusion_epoch_9.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_17.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_18.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_19.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_7.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_1.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_10.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_11.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_12.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_13.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_14.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_15.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_16.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_17.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_18.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_19.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_2.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_20.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_3.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_4.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_5.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_6.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_7.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_8.png filter=lfs diff=lfs merge=lfs -text
+DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_9.png filter=lfs diff=lfs merge=lfs -text
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/README.md b/DermaMNIST/20250817-142127_DermaMNIST/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..00ad8a3ef998dd5efee59f1604f82aa7e335e220
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/README.md
@@ -0,0 +1,10 @@
+# Pentachora Adaptive Encoded — 20250817-142127
+
+**Dataset:** DermaMNIST
+
+**Contents**
+- `weights/*.safetensors` — encoder, constellation, diagnostic head
+- `config.json`, `manifest.json`
+- `history.json` / `history.csv`
+- `tensorboard/` (and `tensorboard_events.zip`)
+- `plots/` — accuracy, loss, λ, confusion
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/config.json b/DermaMNIST/20250817-142127_DermaMNIST/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..04bd0d6c1074b648102bbfbf5340cefc50172619
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/config.json
@@ -0,0 +1,41 @@
+{
+  "augment": false,
+  "base_dim": 56,
+  "batch_size": 512,
+  "channels": 24,
+  "dataset": "DermaMNIST",
+  "deterministic": true,
+  "deterministic_cublas": false,
+  "epochs": 20,
+  "hf_dataset_dir_template": "{dataset}",
+  "hf_preserve_case": true,
+  "hf_repo_id": "AbstractPhil/pentachora-multi-channel-frequency-encoded",
+  "hf_run_dir_template": "{ts}_{dataset}",
+  "hf_subdir_root": "",
+  "hf_weight_suffix_dataset": true,
+  "img_channels": "auto",
+  "img_size": 28,
+  "input_channels": 3,
+  "input_dim": 2352,
+  "lambda_separation": 0.391,
+  "loss_weight_scalar": 0.1,
+  "lr": 0.01,
+  "normalize": true,
+  "note": "",
+  "num_classes": 7,
+  "num_heads": 2,
+  "num_pentachoron_pairs": 5,
+  "per_dataset_norm": true,
+  "proj_dim": null,
+  "seed": 420,
+  "seed_per_dataset": false,
+  "strict_determinism": false,
+  "sweep_all": false,
+  "temp": 0.7,
+  "w_ce": 1.0,
+  "w_diag": 0.1,
+  "w_dual": 1.0,
+  "w_reg": 0.1,
+  "w_rose": 1.0,
+  "weight_decay": 1e-05
+}
\ No newline at end of file
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/history.csv b/DermaMNIST/20250817-142127_DermaMNIST/history.csv
new file mode 100644
index 0000000000000000000000000000000000000000..df0eafe4d90bb77e10ffe134a27f8e1a2b0f6f7c
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/history.csv
@@ -0,0 +1,21 @@
+epoch,train_loss,train_acc,test_acc,ce,dual,rose,diag,reg,lambda
+1,5.36124784643272,0.4422720137005851,0.6688279301745635,1.7358744450841768,2.3189770162267185,1.0015184582428125,0.709363290243913,2.339416904321526,0.5124930143356323
+2,4.349922112056187,0.6647638076209504,0.6688279301745635,1.2471197610475102,1.9712436636079136,0.8359139209996791,0.08717939423178409,2.869267321388307,0.5310692191123962
+3,4.014401145169887,0.6726131011845298,0.6688279301745635,0.9924196983874057,1.8923220719865135,0.8416558892338664,0.06826065076546711,2.8117747709688863,0.5503461956977844
+4,3.9978304551708317,0.6768945340373912,0.6688279301745635,0.9757123715921426,1.8690881314351826,0.8703319031143896,0.06274926063272503,2.7642306941916943,0.5782506465911865
+5,4.003385240109208,0.6721849578992436,0.6827930174563591,0.9519575848224858,1.8513499249298664,0.9186147941116669,0.07210707163885587,2.7425221584655426,0.6035106182098389
+6,3.9489624703408515,0.6709005280433852,0.6783042394014963,0.9372785936770432,1.8365881208926376,0.8936090238580559,0.06608279350737252,2.7487853255271233,0.620154857635498
+7,3.89664944191028,0.6723276723276723,0.6783042394014963,0.9183849896669422,1.8227217629035122,0.8756176907172025,0.060842918578986695,2.738407416334842,0.6345266103744507
+8,3.842365339443043,0.6807478236049664,0.6738154613466334,0.8942192052576738,1.7976938672730598,0.8715247640566188,0.06386483737655793,2.7254101271566045,0.6532019972801208
+9,3.789026326522076,0.6856001141715428,0.6942643391521197,0.8721529492743944,1.7777116281322394,0.8590056797875237,0.06075592720552809,2.740805054078416,0.6697559356689453
+10,3.7576033064620513,0.690452404738119,0.6822942643391521,0.8641777652314068,1.7695310892282308,0.847238921278704,0.05433008917642589,2.712224930962908,0.6862942576408386
+11,3.77128976728941,0.6880262594548309,0.6738154613466334,0.864425107417781,1.7622511830737524,0.8699742017415649,0.06073693707702298,2.6856562289630905,0.7037000060081482
+12,3.7242172582013064,0.690452404738119,0.6738154613466334,0.8531905106867331,1.7515269832466815,0.8435174221997256,0.055069932252364305,2.7047529569685467,0.7184354662895203
+13,3.7172285119153745,0.6881689738832596,0.6827930174563591,0.8512990221974511,1.7479226843205262,0.8410430383083397,0.055439944454393424,2.714197637828284,0.7301734685897827
+14,3.698778121264188,0.693449407735122,0.6837905236907731,0.838592477467119,1.7413441050796106,0.8440179540884041,0.056639698651567816,2.691595991446864,0.7371859550476074
+15,3.6977131859082646,0.7021549878692736,0.6957605985037406,0.8373217761082743,1.7386678657501795,0.8467249257921475,0.05785142774629205,2.6921349622152904,0.7432483434677124
+16,3.6676575537328118,0.698444412730127,0.7022443890274315,0.8243921460788226,1.7290101604419479,0.838652296584837,0.0556300902704344,2.7003998788392916,0.7453852295875549
+17,3.6416170464716164,0.7030112744398459,0.7012468827930175,0.8226879448681087,1.7226015946418323,0.8224423770661597,0.05261457099472811,2.6862370577929653,0.7472648620605469
+18,3.62813114983831,0.7032967032967034,0.7032418952618454,0.8152665828389347,1.7179120827183942,0.8203597359281644,0.05279413244972917,2.6931339024442638,0.7479811906814575
+19,3.6279660201164563,0.7075781361495648,0.7027431421446384,0.8181976024478789,1.714173467825836,0.8208745155471256,0.053211441798664896,2.693992239611966,0.7482591867446899
+20,3.6258058155996746,0.7067218495789924,0.7032418952618454,0.816332763044712,1.7136854182573125,0.8212163103907871,0.053541935044611265,2.6921711556323165,0.7483260035514832
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/history.json b/DermaMNIST/20250817-142127_DermaMNIST/history.json
new file mode 100644
index 0000000000000000000000000000000000000000..29ccbe2382a0a5aa28c1d93dad168204c478803e
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/history.json
@@ -0,0 +1,200 @@
+{
+  "ce": [
+    1.7358744450841768,
+    1.2471197610475102,
+    0.9924196983874057,
+    0.9757123715921426,
+    0.9519575848224858,
+    0.9372785936770432,
+    0.9183849896669422,
+    0.8942192052576738,
+    0.8721529492743944,
+    0.8641777652314068,
+    0.864425107417781,
+    0.8531905106867331,
+    0.8512990221974511,
+    0.838592477467119,
+    0.8373217761082743,
+    0.8243921460788226,
+    0.8226879448681087,
+    0.8152665828389347,
+    0.8181976024478789,
+    0.816332763044712
+  ],
+  "diag": [
+    0.709363290243913,
+    0.08717939423178409,
+    0.06826065076546711,
+    0.06274926063272503,
+    0.07210707163885587,
+    0.06608279350737252,
+    0.060842918578986695,
+    0.06386483737655793,
+    0.06075592720552809,
+    0.05433008917642589,
+    0.06073693707702298,
+    0.055069932252364305,
+    0.055439944454393424,
+    0.056639698651567816,
+    0.05785142774629205,
+    0.0556300902704344,
+    0.05261457099472811,
+    0.05279413244972917,
+    0.053211441798664896,
+    0.053541935044611265
+  ],
+  "dual": [
+    2.3189770162267185,
+    1.9712436636079136,
+    1.8923220719865135,
+    1.8690881314351826,
+    1.8513499249298664,
+    1.8365881208926376,
+    1.8227217629035122,
+    1.7976938672730598,
+    1.7777116281322394,
+    1.7695310892282308,
+    1.7622511830737524,
+    1.7515269832466815,
+    1.7479226843205262,
+    1.7413441050796106,
+    1.7386678657501795,
+    1.7290101604419479,
+    1.7226015946418323,
+    1.7179120827183942,
+    1.714173467825836,
+    1.7136854182573125
+  ],
+  "lambda": [
+    0.5124930143356323,
+    0.5310692191123962,
+    0.5503461956977844,
+    0.5782506465911865,
+    0.6035106182098389,
+    0.620154857635498,
+    0.6345266103744507,
+    0.6532019972801208,
+    0.6697559356689453,
+    0.6862942576408386,
+    0.7037000060081482,
+    0.7184354662895203,
+    0.7301734685897827,
+    0.7371859550476074,
+    0.7432483434677124,
+    0.7453852295875549,
+    0.7472648620605469,
+    0.7479811906814575,
+    0.7482591867446899,
+    0.7483260035514832
+  ],
+  "reg": [
+    2.339416904321526,
+    2.869267321388307,
+    2.8117747709688863,
+    2.7642306941916943,
+    2.7425221584655426,
+    2.7487853255271233,
+    2.738407416334842,
+    2.7254101271566045,
+    2.740805054078416,
+    2.712224930962908,
+    2.6856562289630905,
+    2.7047529569685467,
+    2.714197637828284,
+    2.691595991446864,
+    2.6921349622152904,
+    2.7003998788392916,
+    2.6862370577929653,
+    2.6931339024442638,
+    2.693992239611966,
+    2.6921711556323165
+  ],
+  "rose": [
+    1.0015184582428125,
+    0.8359139209996791,
+    0.8416558892338664,
+    0.8703319031143896,
+    0.9186147941116669,
+    0.8936090238580559,
+    0.8756176907172025,
+    0.8715247640566188,
+    0.8590056797875237,
+    0.847238921278704,
+    0.8699742017415649,
+    0.8435174221997256,
+    0.8410430383083397,
+    0.8440179540884041,
+    0.8467249257921475,
+    0.838652296584837,
+    0.8224423770661597,
+    0.8203597359281644,
+    0.8208745155471256,
+    0.8212163103907871
+  ],
+  "test_acc": [
+    0.6688279301745635,
+    0.6688279301745635,
+    0.6688279301745635,
+    0.6688279301745635,
+    0.6827930174563591,
+    0.6783042394014963,
+    0.6783042394014963,
+    0.6738154613466334,
+    0.6942643391521197,
+    0.6822942643391521,
+    0.6738154613466334,
+    0.6738154613466334,
+    0.6827930174563591,
+    0.6837905236907731,
+    0.6957605985037406,
+    0.7022443890274315,
+    0.7012468827930175,
+    0.7032418952618454,
+    0.7027431421446384,
+    0.7032418952618454
+  ],
+  "train_acc": [
+    0.4422720137005851,
+    0.6647638076209504,
+    0.6726131011845298,
+    0.6768945340373912,
+    0.6721849578992436,
+    0.6709005280433852,
+    0.6723276723276723,
+    0.6807478236049664,
+    0.6856001141715428,
+    0.690452404738119,
+    0.6880262594548309,
+    0.690452404738119,
+    0.6881689738832596,
+    0.693449407735122,
+    0.7021549878692736,
+    0.698444412730127,
+    0.7030112744398459,
+    0.7032967032967034,
+    0.7075781361495648,
+    0.7067218495789924
+  ],
+  "train_loss": [
+    5.36124784643272,
+    4.349922112056187,
+    4.014401145169887,
+    3.9978304551708317,
+    4.003385240109208,
+    3.9489624703408515,
+    3.89664944191028,
+    3.842365339443043,
+    3.789026326522076,
+    3.7576033064620513,
+    3.77128976728941,
+    3.7242172582013064,
+    3.7172285119153745,
+    3.698778121264188,
+    3.6977131859082646,
+    3.6676575537328118,
+    3.6416170464716164,
+    3.62813114983831,
+    3.6279660201164563,
+    3.6258058155996746
+  ]
+}
\ No newline at end of file
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/manifest.json b/DermaMNIST/20250817-142127_DermaMNIST/manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ab1ece6891431a1d9794470a9d71408f36a99df
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/manifest.json
@@ -0,0 +1,40 @@
+{
+  "class_names": [
+    "actinic keratoses and intraepithelial carcinoma",
+    "basal cell carcinoma",
+    "benign keratosis-like lesions",
+    "dermatofibroma",
+    "melanoma",
+    "melanocytic nevi",
+    "vascular lesions"
+  ],
+  "dataset_name": "DermaMNIST",
+  "environment": {
+    "cpu_count": 12,
+    "cuda_available": true,
+    "cuda_device": "NVIDIA A100-SXM4-40GB",
+    "memory_gb": 83.48,
+    "platform": "Linux-6.1.123+-x86_64-with-glibc2.35",
+    "python": "3.11.13 (main, Jun  4 2025, 08:57:29) [GCC 11.4.0]",
+    "torch": "2.6.0+cu124"
+  },
+  "models": {
+    "constellation": {
+      "params": 18289
+    },
+    "diagnostic_head": {
+      "params": 7681
+    },
+    "encoder": {
+      "params": 436665
+    }
+  },
+  "num_classes": 7,
+  "repo_id": "AbstractPhil/pentachora-multi-channel-frequency-encoded",
+  "results": {
+    "best_epoch": 18,
+    "best_test_accuracy": 0.7032418952618454
+  },
+  "subdirectory": "DermaMNIST/20250817-142127_DermaMNIST",
+  "timestamp": "20250817-142127"
+}
\ No newline at end of file
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/accuracy.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/accuracy.png
new file mode 100644
index 0000000000000000000000000000000000000000..a238a477cf1d9e3390420fd76b89679af10d7628
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/accuracy.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_10.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_10.png
new file mode 100644
index 0000000000000000000000000000000000000000..3d0410fc726b4940defa640a49aef2e0da95ff33
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_10.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_13.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_13.png
new file mode 100644
index 0000000000000000000000000000000000000000..5bee46265f2c3daca06e84dadab686251df2e9b7
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_13.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_14.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_14.png
new file mode 100644
index 0000000000000000000000000000000000000000..6d3576e8868fe9d5c6d4b3e4ba658dd623e3c578
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_14.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_16.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_16.png
new file mode 100644
index 0000000000000000000000000000000000000000..1d160cb483512361b109a605f406808b78955131
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_16.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_17.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_17.png
new file mode 100644
index 0000000000000000000000000000000000000000..535edfa7d2747a10c00e948b404e6f339fcedf31
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a2a0d9b42796d74c6331183340e039a8118333ce2f4feab41aa28becea96fac4
+size 116367
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_18.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_18.png
new file mode 100644
index 0000000000000000000000000000000000000000..96bb87f3d104491a1fe55ce1863ffb6987a5f298
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a941e277c0d8887349727bce1785fb1c6452c6490df7cadb2b83d57a18d0c353
+size 112793
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_19.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_19.png
new file mode 100644
index 0000000000000000000000000000000000000000..7619230f4a208d462660e98e2a0636b53af9ff93
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31431b14cd9a57e2099bda5d0476a71f080c7007649b49685bcdb4e786f0185f
+size 128482
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_20.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_20.png
new file mode 100644
index 0000000000000000000000000000000000000000..de93a35f7094d2726904a16ae573b22dbba6820d
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_20.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_37.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_37.png
new file mode 100644
index 0000000000000000000000000000000000000000..c527e3f2fc8d01d95ed9228895754cf058231058
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_37.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_7.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_7.png
new file mode 100644
index 0000000000000000000000000000000000000000..56afaa9d74ea0cdf6970cd24f036410e7d1527e5
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/best_confusion_epoch_7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff686bd4da08d051d3cfbba8812e80fc52c1bcb112cfad6e95d3e18384b4593c
+size 127250
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_1.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_1.png
new file mode 100644
index 0000000000000000000000000000000000000000..7b176c61e36d6fcd0d490ecf4a896c363dd99f70
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_1.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54e61dfdcf4411086967fc542cfa715f90cb27ecb9b58c693895f539b987ea40
+size 105442
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_10.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_10.png
new file mode 100644
index 0000000000000000000000000000000000000000..03a9e3f59e54d077e85094909b09c33aba0613c0
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_10.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60dbbfa3194d8d40cd8f7110b7cd601ad43ebad61448c96acaf94a7e5bb49d2b
+size 111751
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_11.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_11.png
new file mode 100644
index 0000000000000000000000000000000000000000..f292421c34231aa2539887237014b099db5bef22
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_11.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:244e860db49fd4e7677fbc89f925103b47f749a98f75b994a0c745186eecd28f
+size 113009
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_12.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_12.png
new file mode 100644
index 0000000000000000000000000000000000000000..cf7be5bd9df2e762df14f72f1161b0721520c790
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_12.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01724c0f3d9944ea427019dfca89ee99df45f28d1a8add5add41d2f77258efd4
+size 112801
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_13.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_13.png
new file mode 100644
index 0000000000000000000000000000000000000000..d775a7528aaf84871076cfb4283ffdd94167a5da
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_13.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03b86054d4ae46a5e1a4f8b0932269850da3095002f3d51010ba265c55f4358f
+size 110995
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_14.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_14.png
new file mode 100644
index 0000000000000000000000000000000000000000..968aba78d6b78da96626da5a390a9af1bd3ebca2
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_14.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4da1d948d5874b927410628ed96fdca660577377a81ac1f6212f0f6fbf3d5b7d
+size 113657
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_15.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_15.png
new file mode 100644
index 0000000000000000000000000000000000000000..c7b0680fac3f979c3d1fdb4e998febc7123ef48e
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_15.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f6bd2923711f99614e1dacf91225c7906b04cd374291e767c07cd7ce81b8eca
+size 112000
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_16.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_16.png
new file mode 100644
index 0000000000000000000000000000000000000000..ef9b36dc8834c71e031bea6805480be3b1ef659e
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_16.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a6c935ca0498dae72471046530a0f604c087b2814e8002494e6d8948bf90020
+size 113100
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_17.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_17.png
new file mode 100644
index 0000000000000000000000000000000000000000..7b3d94c19c680a580d8f7f82c001a0d8a9f195aa
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_17.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f80b4f9a33dc3ba6d08db392ad1cec9868527ab6ffb7603f7949c0a6ecfa9259
+size 111329
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_18.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_18.png
new file mode 100644
index 0000000000000000000000000000000000000000..0b87fded572528346eb1d969e5d98a72bcf50771
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_18.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e632d64b8b626355b2f85e4ac4b21e5ccbb8925d7de6d287a3549d7b06d5d3ca
+size 111752
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_19.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_19.png
new file mode 100644
index 0000000000000000000000000000000000000000..aa1a12ee15cb482a722fb8c4b8a1dada472ac379
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_19.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb2b70a0700f908b01a03e3ce4d864bf59ec668ad676a4661e2412a274649eb2
+size 112442
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_2.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_2.png
new file mode 100644
index 0000000000000000000000000000000000000000..5c891ee37c6d403c002397807f51ac20d5c4f775
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_2.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e3d242c2cd63ac589a916ed806f968951008a98b11b49aa9d33f2adf9e2581e
+size 105886
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_20.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_20.png
new file mode 100644
index 0000000000000000000000000000000000000000..72de6952db7d42d12a72ee11cef2109641d25c1f
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_20.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12eb0cd7c4bd9cc163a5cbfa6c4ac11d1b28ca4cc94e10c7f0aad06e9ec1a12d
+size 112154
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_21.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_21.png
new file mode 100644
index 0000000000000000000000000000000000000000..7deb740d4685097a4ed478145b3de6833c60f712
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_21.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_22.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_22.png
new file mode 100644
index 0000000000000000000000000000000000000000..2019d8b8d4c02647e1aec82a402954e25c0ab3f2
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_22.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_23.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_23.png
new file mode 100644
index 0000000000000000000000000000000000000000..2c5de217196c25a65d13739335193c248f2d961d
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_23.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_24.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_24.png
new file mode 100644
index 0000000000000000000000000000000000000000..4eccb153cce28766ac4132846159a16567da4a7f
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_24.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_25.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_25.png
new file mode 100644
index 0000000000000000000000000000000000000000..4178637c6ce5f2c75ba64554d38b68385e7910ee
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_25.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_26.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_26.png
new file mode 100644
index 0000000000000000000000000000000000000000..4044d488910dc78ad711c427ccfd1008dc4ed574
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_26.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_27.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_27.png
new file mode 100644
index 0000000000000000000000000000000000000000..46151ea3271d4dad56c6c0e6634a737bb5352816
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_27.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_28.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_28.png
new file mode 100644
index 0000000000000000000000000000000000000000..3d6349e935efab230e836ad78dc9bf4056304bca
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_28.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_29.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_29.png
new file mode 100644
index 0000000000000000000000000000000000000000..3661f8dbdef8de6d9d8784635cb28f2f34dd89d2
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_29.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_3.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_3.png
new file mode 100644
index 0000000000000000000000000000000000000000..c1ca385774213187d09315ac00884a819447ab95
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_3.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c91be393b66d7970dd04d78d5d216c7a4c49131866229ee058b3221f9fcd19c
+size 105723
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_30.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_30.png
new file mode 100644
index 0000000000000000000000000000000000000000..d68e21deacfdf8481ef627e386da085803d0d191
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_30.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_31.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_31.png
new file mode 100644
index 0000000000000000000000000000000000000000..722d65ad39a284997b4777ec61056e1c9703f203
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_31.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_32.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_32.png
new file mode 100644
index 0000000000000000000000000000000000000000..538920da4f34aec145d66278fa9cf9083ab36dc6
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_32.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_33.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_33.png
new file mode 100644
index 0000000000000000000000000000000000000000..abaa0786c7ae928da68bc5e114c0d4b0b78ab811
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_33.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_34.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_34.png
new file mode 100644
index 0000000000000000000000000000000000000000..1b289c30a180f30f81698b1511dcda2e1cdf1117
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_34.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_35.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_35.png
new file mode 100644
index 0000000000000000000000000000000000000000..a8e576c7da5d67457b0e850936a3dfbe68256f2b
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_35.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_36.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_36.png
new file mode 100644
index 0000000000000000000000000000000000000000..98b3ad8ad9026b4c221ead8c83df297c2eb06102
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_36.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_37.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_37.png
new file mode 100644
index 0000000000000000000000000000000000000000..920c6958d3e69e44d99b546c10b379153337dd73
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_37.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_38.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_38.png
new file mode 100644
index 0000000000000000000000000000000000000000..90337838e9b318e3caef2968dae7c80b38871264
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_38.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_39.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_39.png
new file mode 100644
index 0000000000000000000000000000000000000000..8d574d38262667c6dd3da42be1c8d41e01c2138a
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_39.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_4.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_4.png
new file mode 100644
index 0000000000000000000000000000000000000000..22ba7b5dfd76a925bc7bc32dce9e375fc9672452
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_4.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b56f1f57071a57ec39d3608c5c5df3422f5bb13a9af6ee232f3eba789b0247b8
+size 105783
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_40.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_40.png
new file mode 100644
index 0000000000000000000000000000000000000000..0aebbf0afbefc318ea9e52646a0664f489deffb9
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_40.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_41.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_41.png
new file mode 100644
index 0000000000000000000000000000000000000000..c7c87e68a7911c84ee65ee659d909a8287d4cabd
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_41.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_42.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_42.png
new file mode 100644
index 0000000000000000000000000000000000000000..ed5406e784f1f6d10ddda0905b98d305c81972a1
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_42.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_43.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_43.png
new file mode 100644
index 0000000000000000000000000000000000000000..9ceebae9edbfd2096f52c44594302c8f127dcc17
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_43.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_44.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_44.png
new file mode 100644
index 0000000000000000000000000000000000000000..ab6b3c7bee997069ff22b9ff2e8f66948c947d6b
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_44.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_45.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_45.png
new file mode 100644
index 0000000000000000000000000000000000000000..44c0b5703167ff95569b38232ce8501f8fb9bea2
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_45.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_46.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_46.png
new file mode 100644
index 0000000000000000000000000000000000000000..3c64705ae8a3eccebba8f77dbdf73af3a9ef441e
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_46.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_47.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_47.png
new file mode 100644
index 0000000000000000000000000000000000000000..14699d9e422cdbcf23d16e10dd7a21adecbf9f6b
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_47.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_48.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_48.png
new file mode 100644
index 0000000000000000000000000000000000000000..4dc3af8520252347d9c82360d30264f6450a24f2
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_48.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_49.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_49.png
new file mode 100644
index 0000000000000000000000000000000000000000..6f5a80e40743ecd30fc0b3ef62ba5432d6e0c49b
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_49.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_5.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_5.png
new file mode 100644
index 0000000000000000000000000000000000000000..898eef891f51329ff08b5c1fa6e86636840a47ff
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_5.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7039a386a12309cdb5272a3b1d94da9d9c772d5cf04d7a0cc296f42ab7d8d1b8
+size 109768
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_50.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_50.png
new file mode 100644
index 0000000000000000000000000000000000000000..bebfb7f3429ff776ed2dc7111e2f35207f8b3b13
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_50.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_6.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_6.png
new file mode 100644
index 0000000000000000000000000000000000000000..3d4155b34df9bda342d5374f86a176b0bfb16d5c
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_6.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88a2ab9b44e4c79572afab3466c70647da60d9b73e5373618b441c1cbb732156
+size 109025
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_7.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_7.png
new file mode 100644
index 0000000000000000000000000000000000000000..9423c4a4851cce8b6dd3584d459a92dbf51dec01
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_7.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a46e0ecef404eb52dd1ab0e502f0bdebadc352825bb94735c15f8ed866740c7
+size 109065
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_8.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_8.png
new file mode 100644
index 0000000000000000000000000000000000000000..3951e4ca0a1fd2eee3c85431fa401290a99f165c
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_8.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32668071c42bf61fecb99c5b9e0d3465c3eddf93c42ec3dbc1dea2096d4178d9
+size 110529
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_9.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_9.png
new file mode 100644
index 0000000000000000000000000000000000000000..a1a689757bb1676795ef17d1fee65d0afd41e98b
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/plots/confusion_epoch_9.png
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d17f4b9d551b062f0e0fe48ce6079f5b14cb993a7fb91374110ec683c472e89
+size 112199
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/lambda.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/lambda.png
new file mode 100644
index 0000000000000000000000000000000000000000..528b5a9df765a99032057911d3c77e5d6a972e79
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/lambda.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/plots/loss_components.png b/DermaMNIST/20250817-142127_DermaMNIST/plots/loss_components.png
new file mode 100644
index 0000000000000000000000000000000000000000..a122c79ead9c8f713456109baf45e573d7c4b9a6
Binary files /dev/null and b/DermaMNIST/20250817-142127_DermaMNIST/plots/loss_components.png differ
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/tensorboard/events.out.tfevents.1755440444.5fef8660e4a5.43062.5 b/DermaMNIST/20250817-142127_DermaMNIST/tensorboard/events.out.tfevents.1755440444.5fef8660e4a5.43062.5
new file mode 100644
index 0000000000000000000000000000000000000000..8d4f78103c17bdc37051b5dc0564ef9db3277923
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/tensorboard/events.out.tfevents.1755440444.5fef8660e4a5.43062.5
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef33c21c2c2644dcfca78c77acf2478256e15714759e1d5f2d205a71e3409263
+size 82008
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/tensorboard_events.zip b/DermaMNIST/20250817-142127_DermaMNIST/tensorboard_events.zip
new file mode 100644
index 0000000000000000000000000000000000000000..d39f47c53f04f428ca041f67971aa35ca28dacc8
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/tensorboard_events.zip
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54ab7f8a53b0f35f0eda1563972eae199bea46c2fe24b9a1f8c19382f0819901
+size 27669
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/weights/constellation_DermaMNIST.safetensors b/DermaMNIST/20250817-142127_DermaMNIST/weights/constellation_DermaMNIST.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..04d6f6ba994e93b3b98c8521be916a24d71cd9fa
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/weights/constellation_DermaMNIST.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:420771ffefe2c84f44e2dd089df5f929968e3cd99da8194b25ad813c4ab541d3
+size 76052
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/weights/diagnostic_head_DermaMNIST.safetensors b/DermaMNIST/20250817-142127_DermaMNIST/weights/diagnostic_head_DermaMNIST.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..e91d95eba7ee801fc48b49712977a7991235dbaa
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/weights/diagnostic_head_DermaMNIST.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5145df264ab6c062069db39bf44df71b76ab5ff0da6d138f0e19f552fe6125df
+size 31172
diff --git a/DermaMNIST/20250817-142127_DermaMNIST/weights/encoder_DermaMNIST.safetensors b/DermaMNIST/20250817-142127_DermaMNIST/weights/encoder_DermaMNIST.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..f0cfe70503f2dda362eef6dfd21928e72140eb60
--- /dev/null
+++ b/DermaMNIST/20250817-142127_DermaMNIST/weights/encoder_DermaMNIST.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e450570112344ed1de20bb88ae75c21456b954a28c4e1f7c3da232031ac4d6ac
+size 1758736