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Optimization of magnetic system of spatial-harmonic cold-cathode magnetron to decrease device mass is performed. Analysis of influence of magnetic conductor size, form of pole pieces and magnet size on magnetic system weight is carried out. Algorithm of optimization of magnet size to obtain minimal weight for maximal strength of magnetic field is provided.