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* GEMM + Reduce max fp16+fp32 * GEmm + Max bf16 + int8 * Refactor common definitions. * Refactor common func of mean meansquare example. * More examples for mean meansquare. * Update int8 examples and skip them cause of random errors. * Int4 examples. * Fix examples for max int4/8 * Tensor conversion for int4 input data for mean meansquare example. * Remove int4 mean_meansquare example * Fix int8 mean_meansquare example. -All ReductionAccData and R<N>DataType have to be F32. The INT32 data type is giving wrong results. * Guard int4 with ifdef * Change int8 example to add_addsquare due to div rounding err. * Clang format * Change the return type of common function. * Get back int8 example with division. * Remove int8 mean meansquare. * Use proper cast for BF16 data type. * Use ck::literals. * Use proper data type for host tensors & reference. - Use ReduceAccDataType for reference gemm output data type. - Cast host reference output tensor to EDataType - Fix ifdefs for int4. Co-authored-by: Adam Osewski <aosewski@amd.com>