autorl-org/revisiting_learning_rate_control

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

$$\text{epoch, seed, method}\mapsto \text{training\_loss, validation\_loss, validation\_accuracy}\backslash text\{epoch,\; seed,\; method\}\; \backslash mapsto\; \backslash text\{training\backslash \_loss,\; validation\backslash \_loss,\; validation\backslash \_accuracy\}$$

libsvm

$$\text{epoch, seed, method, dataset}\mapsto \text{training\_loss, validation\_loss, validation\_accuracy}\backslash text\{epoch,\; seed,\; method,\; dataset\}\; \backslash mapsto\; \backslash text\{training\backslash \_loss,\; validation\backslash \_loss,\; validation\backslash \_accuracy\}$$

roberta

$$\text{step, seed, method}\mapsto \text{training\_perplexity, validation\_perplexity}\backslash text\{step,\; seed,\; method\}\; \backslash mapsto\; \backslash text\{training\backslash \_perplexity,\; validation\backslash \_perplexity\}$$