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--- |
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license: bsd-3-clause |
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configs: |
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- config_name: computer_vision |
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data_files: |
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- split: cifar10 |
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path: "experiments_cifar10.csv" |
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- split: cifar100 |
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path: "experiments_cifar100.csv" |
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- split: dtd |
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path: "experiments_dtd.csv" |
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- config_name: libsvm |
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data_files: |
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- split: libsvm |
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path: "experiments_libsvm.csv" |
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- config_name: roberta |
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data_files: |
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- split: bookwiki |
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path: "experiments_roberta_bookwiki.csv" |
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--- |
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# Revisiting Learning Rate Control |
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This dataset represents the experimental data collected from the paper **Revisiting Learning Rate Control**. We provide splits for **computer_vision**, **libsvm** and **roberta** experiments. The details for each split are as follows: |
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## computer_vision |
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$$ \text{epoch, seed, method} \mapsto \text{training\_loss, validation\_loss, validation\_accuracy} $$ |
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## libsvm |
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$$\text{epoch, seed, method, dataset} \mapsto \text{training\_loss, validation\_loss, validation\_accuracy}$$ |
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## roberta |
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$$\text{step, seed, method} \mapsto \text{training\_perplexity, validation\_perplexity}$$ |
