* allow building CK for specific data types
* add CI build and test stage on Naiv3x without some int8 instances
* add missing gemm fp16 instances
* add the changes to the missed cmake file
* add empty lines at end of source files
* Do not build quantization client example on navi3 in CI
* disable batched_gemm_multi_d_int8 instances with DTYPES
* disable device_conv2d_bwd_data_instance with DTYPES
* fix ckprofiler for conv_bwd_data for int8
* properly isolate the conv_bwd_data int8 instances
* remove empty line
[ROCm/composable_kernel commit: 189ea3b9aa]
* Move source file into sub-directories
* Add missing include directive
* Split DeviceGemmXdl<> fp16 instances
* Fix format
* Remove unnecessary CMakeLists.txt
* Add macros to toggle new features
* Remove debug message
* Turn off GEMM v2 pipeline optimization by default
* Fix format
* Extract duplicated string as list
* Enlarge indent in CMakeLists.txt
[ROCm/composable_kernel commit: 850144a0d3]
* Use dim 0 as faster dim for writing mean/var/count workspace in batchnorm multiblock method [performance]
* Add CountDataType as template parameter in blockwise_welford
* Add utility/get_shift.hpp
* Add BatchNorm multiblock single-kernel implementation
* Add smem inline assembly based implementation of gms_init/gms_barrier/gms_reset for gfx90a
* Renaming in device_batchnorm_forward_impl.hpp
* Tiny fix in the batchnorm_fwd profiler
* Revert "Add smem inline assembly based implementation of gms_init/gms_barrier/gms_reset for gfx90a"
This reverts commit d16d00919c.
* Use the old two-kernel batchnorm multiblock method for gfx1030
* Use the old two-kernel batchnorm multiblock method for gfx908
* use the single-kernel batchnorm multiblock method only for gfx90a
* Remove get_wave_id() from utility/get_id.hpp since it is not used
* Set true for testing running mean/variance and saving mean/invvariance in the examples
* Fix to copy-right words
* Remove un-needed including in utility/get_id.hpp
* Add comments to workgroup_synchronization.hpp
* Remove un-used codes in gridwise_multiblock_batchnorm_forward.hpp
* Renaming in the kernels
* Remove un-used kernel file
[ROCm/composable_kernel commit: 8f5cafaf04]
* Support bf16/f32/f16 and NHWGC conv2d_bwd_data
* Add interface test
* clang format
* Comment fixes
* Add more friendly error message
[ROCm/composable_kernel commit: 63388e84ab]
* do not build gemm-gemm and conv-conv examples for gfx94*
* do not build gemm-gemm and conv-conv examples on navi
[ROCm/composable_kernel commit: 645eb2f2a0]
* Add basic fp8 definitions and prn-generator
* Format
* Add fp8<->fp32 type_convert
* Format
* Split type_convert and cast_to/from_f8
* Format
* Minor fix
* Minor fix
* Move fp8 utils to a separate header
* Add elementwise ops
* Add fp8_convert_sr
* Format
* Add element op
* Eliminate magic numbers
* Split f8_convert_sr in host and device
* Format
* Add some constexpr
* Add a datatype test
* Format
* Another format
* Add fp8<->fp16 tests
* Update type_converts
* Format
* Add fp16 casting functions
* Format
* Use seed as a runtime arg
* Use element location for PRNG
* Format
* Add fp8<->fp16 to PassThrough element op
* Clean up
* Merge host and device implementations
* Add comments on rounding modes
* Remove leftover code
* Put type_converts into a separate header
* Put random number gen to a separate header
* Rearrange f8_utils' namespaces
* Refactor type_convert.hpp
* Move f8_t definition
[ROCm/composable_kernel commit: f0c620c42e]
* Add maxpool f32 kernel and example
* Revise copyright
* Add device pool bwd device op
* Support f16 and bf16
* Add compute datatype for reference code.
Prevent error in bf16
* Fix type error
* Remove layout
* Fix bf16 error
* Add f16 and bf16 example
* Add more operations
* Implement IsSupportedArgument
* Add changelog
* Add comment
* Add comment
* Remove useless header
* Move initialize of workspace to the run
* Move set din zero to the device operator
* Save din_length_raw
* Remove useless header
* Calculate gridsize according to the number of CU
* Calculate gridSize according to the number of CU.
Remove useless header
* Add put example
* Remove useless header
* Fix CI fail
[ROCm/composable_kernel commit: 341ad95665]
* Add NumReduceDim template parameter to DeviceSoftmax and Softmax client API to simplify instances collecting
* Move the generic kernel instance to be the first of the instance list for elementwise op of normalization
* Add GetGenericInstance() interface for DeviceOperationInstanceFactory class of DeviceSoftmax
* Add testing of GetGenericInstance() in client_example of Softmax
* Revert "Add testing of GetGenericInstance() in client_example of Softmax"
This reverts commit f629cd9a93.
* Revert "Add GetGenericInstance() interface for DeviceOperationInstanceFactory class of DeviceSoftmax"
This reverts commit a9f0d000eb.
* Support generic kernel instance to be the first instance returned by GetInstances() for GroupNorm
* Move generic kernel instance to separate tuple for elementwise op of normalization
* Remove un-used files for softmax instance
* Store generic kernel instance to separate tuple for softmax
* Add IsSupported checking for generic instance to client example of softmax
* Replace the get_device_normalize_from_mean_meansquare_instances() by the DeviceOperationInstanceFactory class for elementwise-normalization
* clang-format fix
* Remove int8 from softmax instances
---------
Co-authored-by: zjing14 <zhangjing14@gmail.com>
[ROCm/composable_kernel commit: 0d9118226b]
* enable gfx941/942 targets
* fix clang format
* fix the cmake logic for multiple targets
* fix cmake syntax for looping over targets
* add gfx941/942 support for gemm_xdl instances
[ROCm/composable_kernel commit: 027e46ee82]
* Add getAvailableComputeUnitCount() interface
* Use available number of compute units to set kernel grid size
[ROCm/composable_kernel commit: c5f6ec842c]
* Add generic instance gemm_add_add_fastgelu
* Add a client example for generic gemm_add_add_fastgelu
* Update CMakeLists
* Format
* Format
* Add generic instance gemm_add_fastgelu
* Format
* Add a gemm_add_fastgelu client example
* Format
* Add generic instance gemm_fastgelu
* Format
* Fix argument order
* Add gemm_fastgelu client example
* Add exceptions if argument is not supported
[ROCm/composable_kernel commit: 54b68eb343]
* Remove M/N/KPad local variables
* Use M/N/KPad to name padded lengths
* Replace duplicated local variable by parameters
* Rename variables M/N/KRaw to M/N/K
* Move AK0/BK0 compute logic into GridwiseGemm
* Use macro to shorten code
* Move CalculateGridSize() logic into GridwiseGemm
* Add comment to credit the implementation source
* Reuse the existing implementation
* Remove no-longer used data members
* Remove elementwise-op objects from interfaces
* Reserve kernel arg as whole object in interfaces
* Remove redundant data member
* Make 3rd type parameter optional
* Remove unnesscary type parameters
* Remove no-longer used descriptor-creation methods
* Move kernel arg type definition into GridwiseGemm
* Add macro to switch between code sections
* Move argument field computing logic into device op side
* Make utility method 'static'
* Declare special methods
* Unify MakeArgument() usage
* Adapt the new GridwiseGemm interface
* Push-down class 'GridwiseGemm::Argument' fields
* Remove no-longer used methods
* Add unused parameters
* Force copying parameters in 'Embed' ctor
* Remove no-longer used descriptors
* Fallback change on BaseArgument
* Remove macro 'INTEGER_DIVIDE_CEIL'
* Make variable naming more consistent
* Make sure methods are only invoked on right place
* Remove tailing underscore in public attribute name
* Remove necessary methods
* Hide computing logic of derived attributes
* Make new 'Embed' ctor only available for device code
* Make sure 'Embed' type args are not references
* Move check for karg.K into CheckValidity()
* Remove more integer division logic form device code
* Undo changes on Embed
* Separate 'Problem' concept out from 'Argument'
* Add overloaded version of __builtin_amdgcn_readfirstlane()
* Remove 'static' specifiers
* Remove more 'static' specifier
* Replace unsigne char by std::byte
* Add 'const' specifier to never changing variable
* Add 'inline' specifier to funcion definition
* Share same name for kernel interfaces
* Fix wrong boundar calculation logic
* Leave the third template arg for compatibility
* Remove unnecessary parameters
* Fix wrong error message (for type name)
* Create descriptor on device side
* Fix wrong debug message
* Remove no-longer used data members
* Rename type trait
* Remove std:: qualifier from standard types
* Replace 'size_t' by 'unsigned'
* Use type alias to hint usage
* Replace static_for<> by ordinary 'for' loop
* Reject unsupported argument
* Rename readfirstlane() to amd_wave_read_first_lane()
* Rename file readfirstlance.hpp as amd_wave_read_first_lane.hpp
* Update function calls
* Reorder statements
* Re-format files
---------
Co-authored-by: zjing14 <zhangjing14@gmail.com>
[ROCm/composable_kernel commit: 9eae73df9b]
* Add overloaded version of __builtin_amdgcn_readfirstlane()
* Remove 'static' specifiers
* Remove more 'static' specifier
* Replace unsigne char by std::byte
* Add 'const' specifier to never changing variable
* Add 'inline' specifier to funcion definition
* Fix wrong boundar calculation logic
* Rename type trait
* Remove std:: qualifier from standard types
* Replace 'size_t' by 'unsigned'
* Use type alias to hint usage
* Replace static_for<> by ordinary 'for' loop
* Rename readfirstlane() to amd_wave_read_first_lane()
* Rename file readfirstlance.hpp as amd_wave_read_first_lane.hpp
* Reorder statements
[ROCm/composable_kernel commit: 582e31e88d]
* Remove M/N/KPad local variables
* Use M/N/KPad to name padded lengths
* Replace duplicated local variable by parameters
* Rename variables M/N/KRaw to M/N/K
* Move AK0/BK0 compute logic into GridwiseGemm
* Use macro to shorten code
* Move CalculateGridSize() logic into GridwiseGemm
* Add comment to credit the implementation source
* Reuse the existing implementation
* Remove no-longer used data members
* Remove elementwise-op objects from interfaces
* Reserve kernel arg as whole object in interfaces
* Remove redundant data member
* Make 3rd type parameter optional
* Remove unnesscary type parameters
* Remove no-longer used descriptor-creation methods
* Move kernel arg type definition into GridwiseGemm
* Add macro to switch between code sections
* Move argument field computing logic into device op side
* Make utility method 'static'
* Declare special methods
* Unify MakeArgument() usage
* Adapt the new GridwiseGemm interface
* Push-down class 'GridwiseGemm::Argument' fields
* Remove no-longer used methods
* Add unused parameters
* Force copying parameters in 'Embed' ctor
* Remove no-longer used descriptors
* Fallback change on BaseArgument
* Remove macro 'INTEGER_DIVIDE_CEIL'
* Make variable naming more consistent
* Make sure methods are only invoked on right place
* Remove tailing underscore in public attribute name
* Remove necessary methods
* Hide computing logic of derived attributes
* Make new 'Embed' ctor only available for device code
* Make sure 'Embed' type args are not references
* Move check for karg.K into CheckValidity()
* Remove more integer division logic form device code
* Undo changes on Embed
* Separate 'Problem' concept out from 'Argument'
* Share same name for kernel interfaces
* Reject unsupported argument
---------
Co-authored-by: zjing14 <zhangjing14@gmail.com>
[ROCm/composable_kernel commit: 1344a0f25b]
* Add license header.
* Reduce number of logged output. Add constant initialization.
* Add functional tests for grouped_gemm with different kbatch value.
* Add debug log informations + remove unused code.
* Don't pass kbatch to CalculateKPadded.
* Turn on logging in grouped gemm and gemm splitk profiler
* Debug: limit number of test cases to run;
* Log more information and initialize with constant value.
* Turn on DEBUG_LOG
* Add more debug log informations.
* Limit the number of instances to compile.
* Use GridwiseGemmPipeline
* Use KBatch to calculate K0
* Multiple DebugLog messages.
* Unit tests for multiple KBatch values.
* Refactoring
* Disable logging
* extract out of if statement KBatch update.
* Uncomment instances.
* Disable DebugLog.
* Use Kbatch when calculate KPadded.
* Fix CGridDesc padding.
* Use available helper functions.
* Uncomment code commented for debuggin.
* Remove unnecessary debug log messages.
* Uncomment previously commented code for debug purposes.
* Add KBatch info to profiler output summary log.
* Add gtests for gemm splitk using ckProfiler API.
* Add more test-cases for different data layout.
* Add more test cases for gemm splitk
* Remove old test.
* Unit tests for MKNK ggemm interface.
* Fix and add more unit-tests.
* Constepxr everything!
* Increase error threshold for fp16 and splitk.
Since we're using fp16 atomic add for splitk there's a
known precision loss.
---------
Co-authored-by: Adam Osewski <aosewski@amd.com>
Co-authored-by: zjing14 <zhangjing14@gmail.com>
[ROCm/composable_kernel commit: 70e4eb567f]
* Expand the base class of pool2d, prepare to share base class with pool3d
* Add pool3d device op
* Add pool3d f16 example
* Refactor the base class. implement generic pooling in the future
* clang format
* get original index in max pooling
* Add outputindex to base class
* Fix dimension
* Add pooling instance
* Use indexType instead
* Remove useless header
* Extract IndexDataType to template
* Extract pooling reference code
* clang format
* clang format
* Fix typo
* Add tensor stride
* Add missing header
* Add index stride and output stride
* Refine naming
* Add type to base class
* Rename file
* Use proper size
* Fix typo
* Refine naming
* Modify the argument into vector.
* Add max pool profiler
* Refine naming
* Support f32 pool
* Fix typo
* Add avg pool2d fwd in profiler
* clang format
* Rename AccDatatype to ComputeDatatype
* Fix init
* test pool
* Extract variable
* Add client example
* Check the pooling dim
* clang format
* Connect argv and arg_parser
* Add found check
* Remove useless header
* Refine naming
* Adjust the order of device_pool_fwd
[ROCm/composable_kernel commit: 76ec0089fb]
* enable dl kernels on navi3
* do not build xdl tests and examples on Navi
* run tests before building everything on jenkins
* disable gemm_bilinear on gfx1030
* add gpu targets to installer on Navi
* put tests in the same order as before
* reduce the number of navi targets in CI
* build CI installed for gfx940 as well
* only build for MI300 during QA runs
[ROCm/composable_kernel commit: d821d1e54f]
* update documentation dependencies
add version number to docs
rename doc config directories
enable more doc formats on rtd
add license section in docs
[ROCm/composable_kernel commit: 3cff340423]
* Add contraction profiler and tests
* Build and style fixes
* Allow to use any elementwise operator for ref_contraction
* Introduce profile_contraction_scale and profile_contraction_bilinear
* Make ref_contraction generic and extend interface tests
* Stylistic minor fixes
* Extend test_contraction_interface
[ROCm/composable_kernel commit: 642d5e9155]
* Add TypeConvert class and start refactoring
* Refactor TypeConvert as a struct
* Get back to template functions type_convert
* Add a type_convert_bf16_rtn, set rtz as default
* Clean up
* Add UnaryConvertPrecision struct for high-precision workloads
* Format
* Update type_convert to UnaryConvert on threadwise level
* Update UnaryConvertPrecision
* Format
* Fix chmod
* Add a flag to pick converion method
* Format
* Remove the added flag
* Merge elementwise op with type conversion
* Move type_convert to elemwise op, update the op
* Update type_convert_precision -> bf16_convert_rtn
* Clean up
* Update comments
* Update the CK_WORKAROUND_DENORM_FIX flag handling
* Update the unneeded op to work but warn user
* Remove the message
* Use a PassThrough instead of ConvertBF16RTN to calcaulate reference
* Format
* Add missing include
[ROCm/composable_kernel commit: b076a02ad2]
