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32 lines
710 B
YAML
32 lines
710 B
YAML
task:
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- mnist
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- tabular
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optimizer:
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- name: sgd_baseline
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learning_rate: [0.01, 0.001]
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weight_decay: [0.1, 0.01]
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- name: adamw_baseline
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learning_rate: [0.01, 0.001]
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weight_decay: [0.1, 0.01]
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engine:
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data_dir: ./examples/data
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output_dir: ./examples/plotting/outputs
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seed: [1, 2]
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evaluation:
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output_dir: ./examples/plotting
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experiment_name: 3_mnist-and-tabular_adamw-vs-sgd
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checkpoints:
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- last
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output_types:
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- png
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split_groups: ["task.name"]
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plot:
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std: True
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x_axis:
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- optimizer.weight_decay
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y_axis:
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- optimizer.learning_rate
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plotstyle:
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tight_layout: False # the title is a little bit squeezed with this
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text:
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usetex: True
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