First I do not recommend using soda to blast your log home. It will mess the PH up in the wood fiber and can cause adhesion problems when you stain. Go with corn cob grit or crushed glass or beads.
You will need an air compressor way bigger than that. The minimum size would be a 160 CFM (cubic feet per minute). This is a tow behind air compressor that has a large diesel engine.