The present disclosure provides memory level error correction methods and apparatus. A memory controller is intermediate the memory devices, such as DRAM chips or memory modules, and a processor, such a graphics processor or a main processor. The memory controller can provide error correction. In an example, the memory controller includes a buffer to store instructions and data for execution by the controller and a replay buffer to store the instructions such that operations can be replayed to prior state before the error. An error detector receives data read from the memory devices and if no error is detected outputs the data. If an error is detected, the error detector signals the memory controller to replay the instructions stored in the replay buffer.