File size: 1,050 Bytes
37bc8f4 8de6fa1 37bc8f4 48cdbba 8de6fa1 cde6a54 bfcce53 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 |
---
license: bsd-3-clause
configs:
- config_name: computer_vision
data_files:
- split: cifar10
path: "experiments_cifar10.csv"
- split: cifar100
path: "experiments_cifar100.csv"
- split: dtd
path: "experiments_dtd.csv"
- config_name: libsvm
data_files:
- split: libsvm
path: "experiments_libsvm.csv"
- config_name: roberta
data_files:
- split: bookwiki
path: "experiments_roberta_bookwiki.csv"
---
# Revisiting Learning Rate Control
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:
## computer_vision
$$ \text{epoch, seed, method} \mapsto \text{training\_loss, validation\_loss, validation\_accuracy} $$
## libsvm
$$\text{epoch, seed, method, dataset} \mapsto \text{training\_loss, validation\_loss, validation\_accuracy}$$
## roberta
$$\text{step, seed, method} \mapsto \text{training\_perplexity, validation\_perplexity}$$ |