Add assignment-2 run unet-seed0-20261028-204653

assignment-2/runs/unet-seed0-20261028-204653/checkpoint.pt

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+oid sha256:096ddb60bba529e62143e9c82feb88de97825a26e2e766d9921e90f1bf2550b4
+size 31116359

assignment-2/runs/unet-seed0-20261028-204653/checksums.json

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+{
+  "checkpoint.pt": "096ddb60bba529e62143e9c82feb88de97825a26e2e766d9921e90f1bf2550b4",
+  "config.yaml": "c2825357d42c00b19c550e4ad40732cabfbf09f62254f6cf8520c338a9bf92ff",
+  "environment.json": "15968b39ca453920d52ed9dc6f58ac902a8aa3ce8257d95c44f0162ef6335dc5",
+  "history.json": "cf656385e1ba5b7039eb19d3b12b634af048037f5468f859ec04ec3d4fce8100",
+  "summary.json": "7d67ccc31b5d45d8001e69effcd91fb40d66d6440bd0d68805a72f610519d936",
+  "evaluation/val/report.json": "58211f73f3cc1237855db4f529243df4f7fc24f85ab17a031d6f2286cfba7402"
+}

assignment-2/runs/unet-seed0-20261028-204653/config.yaml

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+seed: 0
+dataset:
+  name: cityscapes
+  source: https://www.cityscapes-dataset.com
+  packages:
+  - leftImg8bit_trainvaltest
+  - gtFine_trainvaltest
+  root: data
+  split_unit: city
+  val_cities: 3
+  split_file: splits/cityscapes-seed0.json
+  ignore_index: 255
+hub:
+  repo_id: null
+  assignment: assignment-2
+  private: false
+input:
+  height: 512
+  width: 1024
+  crop:
+  - 512
+  - 512
+loader:
+  batch_size: 8
+  num_workers: 4
+  augment: true
+train:
+  epochs: 10
+  optimizer: adamw
+  lr: 0.0003
+  weight_decay: 0.05
+  scheduler: cosine
+  loss: cross_entropy
+  early_stopping_patience: 8
+  checkpoint_metric: val_miou
+  checkpoint_mode: max
+evaluation:
+  metrics:
+  - miou
+  - dice
+  confusion_matrix: true
+  example_predictions: 6
+  output_dir: results/evaluation
+  inference:
+    batch_sizes:
+    - 1
+    - 8
+    warmup_batches: 5
+    timed_batches: 20
+model:
+  args:
+    in_channels: 3
+    base_width: 32
+    depth: 4
+    dropout: 0.0
+  name: unet
+output_dir: results/runs

assignment-2/runs/unet-seed0-20261028-204653/environment.json

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+  "torch": "2.14.0",
+  "numpy": "2.5.3",
+  "torchvision": "0.29.0",
+  "scikit_learn": "1.9.1",
+  "hardware": "mps: Apple M4 Pro, 14 cores, 48 GB RAM",
+  "torch_threads": 10
+}

assignment-2/runs/unet-seed0-20261028-204653/evaluation/val/report.json

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assignment-2/runs/unet-seed0-20261028-204653/summary.json

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