First, change units to improve the scaling so that non-zero numbers are closer to one in magnitude.
Second use CVX 2.2 with Mosek 9.x if available to you, otherwise follow the advice at CVXQUAD: How to use CVXQUAD's Pade Approximant instead of CVX's unreliable Successive Approximation for GP mode, log, exp, entr, rel_entr, kl_div, log_det, det_rootn, exponential cone. CVXQUAD's Quantum (Matrix) Entropy & Matrix Log related functions
Third, if the problem is still reported infeasible, follow the advice at Debugging infeasible models - YALMIP , all of which except for section 1 also applies to CVX.