NCHW和CHW有啥区别？

ValueError: (InvalidArgument) The number of input's channels should be equal to filter's channels * groups for Op(Conv). But received: the input's channels is 224, the input's shape is [64, 224, 224, 3]; the filter's channels is 3, the filter's shape is [64, 3, 7, 7]; the groups is 1, the data_format is NCHW. The error may come from wrong data_format setting.