* Rangify STL algorithms
This commit adapts rangified std::copy(), std::fill() & std::transform()
* Rangify check_err()
By rangifying check_err(), we can not only compare values between
std::vector<>s, but also compare any ranges which have same value
type.
* Allow constructing Tensor<> like a HostTensorDescriptor
* Simplify Tensor<> object construction logics
* Remove more unnecessary 'HostTensorDescriptor' objects
* Re-format example code
* Re-write more HostTensorDescriptor ctor call
* Move kernel implementation files under impl directory.
* Update examples paths.
* Update device kernel impl include paths.
* Update tensor operation instances include paths.
* Update profiler and tests include paths.
* Clang-format
* Update include paths for batched gemm reduce
* Refactor UnitTest ConvNDBwdWeight.
* Refactor fwd and bwd data convND UT.
* Fix used test macro.
* Fix include path.
* Fix include paths.
* Fix include paths in profiler and tests.
* Fix include paths.
Co-authored-by: Adam Osewski <aosewski@amd.com>
* 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>
