Swift J0243.6+6124, the first Galactic ultra-luminous X-ray pulsar, was observed during its 2017-2018 outburst with AstroSat at both sub- and super-Eddington levels of accretion with X-ray luminosities of LX ∼ 7 × 1037 and 6 × 1038 ergs−1, respectively. Our broadband timing and spectral observations show that X-ray pulsations at ${\sim } 9.85 \rm {s}$ have been detected up to 150 keV when the source was accreting at the super-Eddington level. The pulse profiles are a strong function of both energy and source luminosity, showing a double-peaked profile with pulse fraction increasing from ∼ $10{\%}$ at $1.65 \rm {keV}$ to 40–80 % at $70 \rm {keV}$. The continuum X-ray spectra are well-modeled with a high energy cut-off power law (Γ ∼ 0.6-0.7) and one or two blackbody components with temperatures of ∼ 0.35 $\rm {keV}$ and $1.2 \rm {keV}$, depending on the accretion level. No iron line emission is observed at sub-Eddington level, while a broad emission feature at around 6.9 keV is observed at the super-Eddington level, along with a blackbody radius ($121-142 \rm {km}$) that indicates the presence of optically thick outflows.