CVXPY
Maximize
  min(X, None, False)
Subject To
 7: X <= 1.0
Bounds
 X free
End
----------------------------------------
AFTER COMPILATION
Minimize
  C0
Subject To
 R0: - C0 - C1 <= 0
 R1: - C0 - C2 <= 0
 R2: - C0 - C3 <= 0
 R3: - C0 - C4 <= 0
 R4: C1 <= 1
 R5: C2 <= 1
 R6: C3 <= 1
 R7: C4 <= 1
Bounds
 C0 free
 C1 free
 C2 free
 C3 free
 C4 free
End
----------------------------------------
GUROBI
Maximize
  min_1
Subject To
 7[0,0]: X[0,0] <= 1
 7[0,1]: X[0,1] <= 1
 7[1,0]: X[1,0] <= 1
 7[1,1]: X[1,1] <= 1
Bounds
 X[0,0] free
 X[0,1] free
 X[1,0] free
 X[1,1] free
 min_1 free
General Constraints
 GC0: min_1 = MIN ( X[0,0] , X[0,1] , X[1,0] , X[1,1] )
End