Symbol in context

$T^2$

This entry links every published equation using this exact notation. Its meaning may change between equations.

Meanings in context

Article-grounded definition

the square of T; the temperature that softens the distribution.

Article-grounded definition

the square of T; tuned as a hyperparameter [ 1 ].

\mathcal{L}_{\mathrm{distill}} = (1-\lambda)\,\mathcal{L}_{\mathrm{CE}}(y,\, \sigma(z_s)) + \lambda\, T^2 \, D_{\mathrm{KL}}\big(\sigma(z_t/T) \,\|\, \sigma(z_s/T)\big)

This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.

\phi\approx k_{\rm eff}\,g\,T^2

This equation gives an approximation: it relates the quantities while allowing an approximation.

k_{\rm eff}gT^2\approx8.8\times10^{7}\,\mathrm{rad}

This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text.

\mathcal{L}_{\text{distill}} = (1-\alpha)\,\mathrm{CE}\big(y,\ \sigma(z_s)\big) \;+\; \alpha\, T^2\,\mathrm{CE}\big(\sigma(z_t/T),\ \sigma(z_s/T)\big)

This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.

\mathcal{L}_{\mathrm{KD}} = \alpha \, \mathcal{L}_{\mathrm{CE}}\left(y, \sigma(z_s)\right) + (1-\alpha)\, T^2 \, \mathrm{KL}\left(\sigma(z_t / T) \,\Vert\, \sigma(z_s / T)\right)

This equation states an equality: the expressions on both sides have the same value under the article’s assumptions.

T^2

the square of T; tuned as a hyperparameter [ 1 ].

1/T^2

This mathematical expression combines the displayed quantities; its precise role follows from the surrounding article text.

T^2

the square of T; tuned as a hyperparameter [ 1 ].