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fashionmnist_cnn/README.md

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+# fashionmnist cnn
+
+## Summary
+- Task: classification
+- Epochs: 15
+- Final val loss: 0.223622
+- Final val accuracy: 0.923600
+
+## Artifacts
+- model.pt: model weights
+- history.json: per-epoch training and validation metrics
+- train_features.pt: training-set feature embeddings and targets
+- val_features.pt: validation-set feature embeddings and targets
+- meta.json: run metadata
+
+## Metric Keys
+- epoch, train_loss, val_loss, train_acc, val_acc

fashionmnist_cnn/history.json

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+{
+  "epoch": [
+    1,
+    2,
+    3,
+    4,
+    5,
+    6,
+    7,
+    8,
+    9,
+    10,
+    11,
+    12,
+    13,
+    14,
+    15
+  ],
+  "train_loss": [
+    0.579352902841568,
+    0.3696772532304128,
+    0.31887494866847993,
+    0.2836040852387746,
+    0.260227716700236,
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+    0.18302394275665282,
+    0.17317516959905624,
+    0.16509399290482202,
+    0.15306851555903753,
+    0.14402022114594779,
+    0.13311710538069407
+  ],
+  "val_loss": [
+    0.4111348894119263,
+    0.3528908506393433,
+    0.3172228144168854,
+    0.2967876149654388,
+    0.2819028652191162,
+    0.2768315642356873,
+    0.2736322095394135,
+    0.2924290633201599,
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+    0.228942360830307,
+    0.2525381003379822,
+    0.2433192719936371,
+    0.2295811080932617,
+    0.2405367715358734,
+    0.22362184886932374
+  ],
+  "train_acc": [
+    0.7865333333333333,
+    0.8653333333333333,
+    0.8836,
+    0.8946666666666667,
+    0.9034833333333333,
+    0.9114166666666667,
+    0.91785,
+    0.9215166666666667,
+    0.9272666666666667,
+    0.9315333333333333,
+    0.93505,
+    0.9396666666666667,
+    0.9434,
+    0.9460166666666666,
+    0.95005
+  ],
+  "val_acc": [
+    0.8542,
+    0.8715,
+    0.8847,
+    0.8907,
+    0.8974,
+    0.898,
+    0.9005,
+    0.8954,
+    0.9103,
+    0.9207,
+    0.9097,
+    0.9146,
+    0.9195,
+    0.9185,
+    0.9236
+  ]
+}

fashionmnist_cnn/meta.json

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+{
+  "dataset": "fashionmnist",
+  "model": "cnn",
+  "task": "classification",
+  "epochs": 15,
+  "final_val_loss": 0.22362184886932374,
+  "final_val_acc": 0.9236
+}

fashionmnist_cnn/model.pt

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fashionmnist_cnn/train_features.pt

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fashionmnist_cnn/val_features.pt

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