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fashionmnist_mlp/README.md

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+# fashionmnist mlp
+
+## Summary
+- Task: classification
+- Epochs: 15
+- Final val loss: 0.377023
+- Final val accuracy: 0.891100
+
+## 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_mlp/history.json

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+{
+  "epoch": [
+    1,
+    2,
+    3,
+    4,
+    5,
+    6,
+    7,
+    8,
+    9,
+    10,
+    11,
+    12,
+    13,
+    14,
+    15
+  ],
+  "train_loss": [
+    0.4657406564235687,
+    0.33821939967473347,
+    0.3019398682196935,
+    0.27899476794401806,
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+    0.18731329916318257,
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+    0.16689519757429758,
+    0.15766664225260416,
+    0.15009164319435755,
+    0.1377198805252711
+  ],
+  "val_loss": [
+    0.42980858755111695,
+    0.3680653881788254,
+    0.3746721494793892,
+    0.3253907965064049,
+    0.3518775214910507,
+    0.3434426740169525,
+    0.3207480120778084,
+    0.37259988203048705,
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+    0.34749345083236693,
+    0.3594154316186905,
+    0.35843207840919494,
+    0.37702294154167176
+  ],
+  "train_acc": [
+    0.83015,
+    0.8756166666666667,
+    0.8879,
+    0.8945833333333333,
+    0.9035,
+    0.9099166666666667,
+    0.9144833333333333,
+    0.9192166666666667,
+    0.9246833333333333,
+    0.9283833333333333,
+    0.93275,
+    0.9368,
+    0.9391166666666667,
+    0.9418166666666666,
+    0.9471833333333334
+  ],
+  "val_acc": [
+    0.8442,
+    0.866,
+    0.859,
+    0.879,
+    0.8763,
+    0.8792,
+    0.8868,
+    0.8724,
+    0.8846,
+    0.8792,
+    0.8941,
+    0.8888,
+    0.8935,
+    0.8896,
+    0.8911
+  ]
+}

fashionmnist_mlp/meta.json

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+{
+  "dataset": "fashionmnist",
+  "model": "mlp",
+  "task": "classification",
+  "epochs": 15,
+  "final_val_loss": 0.37702294154167176,
+  "final_val_acc": 0.8911
+}

fashionmnist_mlp/model.pt

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+size 2146045

fashionmnist_mlp/train_features.pt

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+size 31201949

fashionmnist_mlp/val_features.pt

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