[OrganAMNIST] 20250817-150020 | best_acc=0.7121

.gitattributes

@@ -457,3 +457,22 @@ sweep/BreastMNIST/20250817-145906_BreastMNIST/plots/best_confusion_epoch_7.png f
 sweep/BreastMNIST/20250817-145906_BreastMNIST/plots/best_confusion_fashionmnist_epoch_10.png filter=lfs diff=lfs merge=lfs -text
 sweep/BreastMNIST/20250817-145906_BreastMNIST/plots/best_confusion_pathmnist_epoch_9.png filter=lfs diff=lfs merge=lfs -text
 sweep/BreastMNIST/20250817-145906_BreastMNIST/plots/best_confusion_qmnist_epoch_10.png filter=lfs diff=lfs merge=lfs -text
+sweep/OrganAMNIST/20250817-150020_OrganAMNIST/plots/best_confusion_bloodmnist_epoch_10.png filter=lfs diff=lfs merge=lfs -text
+sweep/OrganAMNIST/20250817-150020_OrganAMNIST/plots/best_confusion_dermamnist_epoch_10.png filter=lfs diff=lfs merge=lfs -text
+sweep/OrganAMNIST/20250817-150020_OrganAMNIST/plots/best_confusion_emnist_epoch_10.png filter=lfs diff=lfs merge=lfs -text
+sweep/OrganAMNIST/20250817-150020_OrganAMNIST/plots/best_confusion_epoch_18.png filter=lfs diff=lfs merge=lfs -text
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+sweep/OrganAMNIST/20250817-150020_OrganAMNIST/plots/best_confusion_organamnist_epoch_9.png filter=lfs diff=lfs merge=lfs -text
+sweep/OrganAMNIST/20250817-150020_OrganAMNIST/plots/best_confusion_pathmnist_epoch_9.png filter=lfs diff=lfs merge=lfs -text
+sweep/OrganAMNIST/20250817-150020_OrganAMNIST/plots/best_confusion_qmnist_epoch_10.png filter=lfs diff=lfs merge=lfs -text
+sweep/OrganAMNIST/20250817-150020_OrganAMNIST/plots/confusion_epoch_1.png filter=lfs diff=lfs merge=lfs -text
+sweep/OrganAMNIST/20250817-150020_OrganAMNIST/plots/confusion_epoch_10.png filter=lfs diff=lfs merge=lfs -text
+sweep/OrganAMNIST/20250817-150020_OrganAMNIST/plots/confusion_epoch_2.png filter=lfs diff=lfs merge=lfs -text
+sweep/OrganAMNIST/20250817-150020_OrganAMNIST/plots/confusion_epoch_3.png filter=lfs diff=lfs merge=lfs -text
+sweep/OrganAMNIST/20250817-150020_OrganAMNIST/plots/confusion_epoch_4.png filter=lfs diff=lfs merge=lfs -text
+sweep/OrganAMNIST/20250817-150020_OrganAMNIST/plots/confusion_epoch_5.png filter=lfs diff=lfs merge=lfs -text
+sweep/OrganAMNIST/20250817-150020_OrganAMNIST/plots/confusion_epoch_6.png filter=lfs diff=lfs merge=lfs -text
+sweep/OrganAMNIST/20250817-150020_OrganAMNIST/plots/confusion_epoch_7.png filter=lfs diff=lfs merge=lfs -text
+sweep/OrganAMNIST/20250817-150020_OrganAMNIST/plots/confusion_epoch_8.png filter=lfs diff=lfs merge=lfs -text
+sweep/OrganAMNIST/20250817-150020_OrganAMNIST/plots/confusion_epoch_9.png filter=lfs diff=lfs merge=lfs -text

sweep/OrganAMNIST/20250817-150020_OrganAMNIST/README.md

@@ -0,0 +1,10 @@
+# Pentachora Adaptive Encoded — 20250817-150020
+
+**Dataset:** OrganAMNIST
+
+**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

sweep/OrganAMNIST/20250817-150020_OrganAMNIST/config.json

@@ -0,0 +1,41 @@
+{
+  "augment": false,
+  "base_dim": 56,
+  "batch_size": 1024,
+  "channels": 24,
+  "dataset": "all",
+  "deterministic": true,
+  "deterministic_cublas": false,
+  "epochs": 10,
+  "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": "sweep",
+  "hf_weight_suffix_dataset": true,
+  "img_channels": "auto",
+  "img_size": 28,
+  "input_channels": 1,
+  "input_dim": 784,
+  "lambda_separation": 0.391,
+  "loss_weight_scalar": 0.1,
+  "lr": 0.001,
+  "normalize": true,
+  "note": "",
+  "num_classes": 11,
+  "num_heads": 2,
+  "num_pentachoron_pairs": 2,
+  "per_dataset_norm": true,
+  "proj_dim": null,
+  "seed": 420,
+  "seed_per_dataset": false,
+  "strict_determinism": false,
+  "sweep_all": true,
+  "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
+}

sweep/OrganAMNIST/20250817-150020_OrganAMNIST/history.csv

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+epoch,train_loss,train_acc,test_acc,ce,dual,rose,diag,reg,lambda
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+8,2.90330133298485,0.7697115245507943,0.7098661266734165,1.0988950525450867,1.2591097589230489,0.25455962946674954,0.0002209156682712671,2.9071482538656106,0.514726459980011
+9,2.8726866330673033,0.7730679089146726,0.7120598492518844,1.075260101608896,1.2530498248152957,0.2533935074028616,0.00019624716170851085,2.9096357436585882,0.5146694779396057
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sweep/OrganAMNIST/20250817-150020_OrganAMNIST/history.json

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+}

sweep/OrganAMNIST/20250817-150020_OrganAMNIST/manifest.json

@@ -0,0 +1,44 @@
+{
+  "class_names": [
+    "bladder",
+    "femur-left",
+    "femur-right",
+    "heart",
+    "kidney-left",
+    "kidney-right",
+    "liver",
+    "lung-left",
+    "lung-right",
+    "pancreas",
+    "spleen"
+  ],
+  "dataset_name": "OrganAMNIST",
+  "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": 16967
+    },
+    "diagnostic_head": {
+      "params": 7681
+    },
+    "encoder": {
+      "params": 429897
+    }
+  },
+  "num_classes": 11,
+  "repo_id": "AbstractPhil/pentachora-multi-channel-frequency-encoded",
+  "results": {
+    "best_epoch": 9,
+    "best_test_accuracy": 0.7120598492518844
+  },
+  "subdirectory": "sweep/OrganAMNIST/20250817-150020_OrganAMNIST",
+  "timestamp": "20250817-150020"
+}