Participants will take 20 mg of RO4929097 by mouth at home in the morning for 3 days and then not take it for 4 days, continuously. The tablet is to be taken at approximately the same time the days they take it on an empty stomach, 1 hour before a meal or 2 hours after a meal. Participants will be asked to keep a "pill diary" recording each dose of study drug (including missed, skipped, or vomited doses) and return the diary to the study staff each visit. Participants will be informed that tablets should not be broken or opened; that they should avoid eating grapefruits or drinking grapefruit juice while on the study; that if they miss a dose of study drug, they should not try to make up that dose; that instead, they should wait until their next scheduled dose. Participants will see their study doctor and undergo standard blood work (approximately 12 mL) every 4 weeks. During these visits, participants will be asked about side effects of the RO4929097 and undergo a physical examination. Participants will continue taking the RO4929097 as long as they are tolerating it and as long as the cancer is shrinking or remains stable.