* revert ckprofiler change
* temp save
* Add test and test pass
* test pass
* Fix bug inside rotating buffer when tensor is not packed
* bug fix
* clang format
---------
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>
* Enable CMakePresets build
* Verify Convolution, Scaling and ReLU algorithms.
* Add tensor element-wise scale and type cast operation.
* Reduction implemented but does not work.
* Exploration of Reduction functionality.
* Completed example for Convolution scaled with ReLu activation and AMAX reduction.
* WIP: Add required instances for convolution.
* WIP: Create client example. Implement convolution stage.
* Add elementwise instances.
* Add elementwise scale + convert example.
* Add reduction instances.
* WIP: Client example for AMAX reduction.
* WIP: Add instances for multistage reduction.
* WIP: Implementation of multistage reduction.
* Refactoring.
* Clean up.
* Add CMakePresets.json
* Guard off FP8 instances when the data type is not available.
* Add example for Scaled FP8 Convolution with AMAX reduction.
* Refactor CombConvScaleRelu instances.
* Add CombConvScale instances.
* Add client example for Scaled FP8 Convolution with AMAX reduction.
* Cleanup.
* Set RNE fp8 conversion as a default
* Update f8 tests
* Disable failing test on gfx11
* Update bf8 tests
* Add a flag
* Fix the flag
* Raise flag for gfx10 as well
* Temp commit for tolerance testing
* Update tolerances
This fixes 2 issues when compiled with libc++.
First issue is attempt to call std::numeric_limits<ranges::range_value_t<_Float16>>::min().
_Float16 is extension of libstdc++, it does not exist in C++ standard[2].
Luckily, there is NumericLimits class in composable_kernel, which does everything needed.
Second issue with call to 'check_err' is ambiguous: there are 2 candidates.
It happens because composable_kernel relies on idea that f8_t (defined as _BitInt(8)) does not pass is_integral trait.
However, libc++ treats _BitInt(N) as integral (per standard "any implementation-defined extended integer types" can be integral).
Closes: #1460
Signed-off-by: Sv. Lockal <lockalsash@gmail.com>
* Support 64 bit indexing
* Add new grouped conv fwd kernel for large tensors
* Add instances large tensor
* Fixes for transform conv to gemm
* Fixes
* fixes
* Remove not needed instances
* examples fixes
* Remove not need ds arrays
* Fix tests
* Add 2GB check in gridwise dl
* Fixes
* add ab_scale init support
* enabled interwave
* add scale type; update isSupport
* adjust example
* clean
* enable f8 pure gemm rcr ckprofiler
* Add gemm_multiply_multiply instances
* clang format
* Optimize for ScaleBlockMNK=128
* enable abscale f8 gemm ck profiler
* Add pure f8 gemm test suite
* Reverting to the state of project at f60fd77
* update copyright
* clang format
* update copyright
---------
Co-authored-by: root <jizhan@amd.com>
* init for reduce_threadwise multi_d
* add reduce_threadwise_multi_d
* add reduce_multi_d
* clean
* start add an other splitk device op
* add reduce template parameter to SplitKBatchOffset
* add reduce c matrix
* clean up code
* change example data type to bf16
* add bf16Ai8B example
* remove reduce template parameter
* add splitk atomic status to v4
* example add multi d parameters
* device op add multi-d parameters
* add multi-d to reduce
* fix kbach=1 bug
* change B layout to col in bf16Ai8B example
* remove float adding struct
* change multi-d interface
* change file and class name
* remove multi-d of bf16Ai8B example
* change IsReduce function to IsReduceAdd
* change example layout to RRR from RCR
* according layout to set ds stride
* reset parameter layout
* add gemm universal reduce instance
* add reduce factory
* add profile_gemm_universal_reduce
* add reduce to profiler
* fix reduce instance
* fix profiler reduce compiling bug
* format
* format library instance code
* add mem instance for reduce library
* fix call instance names
* add workspace for reduce in ckProfiler
* format
* add mnpading to reduce library instance
* add fp16 instance to reduce of profiler
* change copyright time
* restore profiler cmake file
* add reduce text to instances
* add DsLayout and DsDataType to instances template parameter
* fixed gemm_reduce_multi_d
* add an example without multi_d
* Update common.hpp
* Update gtest.cmake
* Update gemm_xdl_splitk_reduce_bf16.cpp
* clean
* Update gtest.cmake
* format
* fixe api
* format
* default parameter change to RRR
* add vector_len for multi_d
* format
* Update gtest.cmake
* fix bf16A iBB elementwiseop
* add ReduceDataType
* move ReduceDataType to end position
* format
* remove googletest git method address
* fix copyright time
* update init data
---------
Co-authored-by: root <jizhan@amd.com>
Co-authored-by: letaoqin <letaoqin@amd.com>
Co-authored-by: Jing Zhang <jizhan@meta.com>
Co-authored-by: zjing14 <zhangjing14@gmail.com>
* Add CMakePresets configurations.
* Add ConvScale+ReLU Functor and an Example
* Account for ReLU FLOPs.
* Add instances of 3D convolutions with ConvscaleRelu operation.
* Implement Client Example
* Cleanup
* universal streamk with atomics with ckprofiler support. grid_size and streamk strategy are tunable. grid_size of -1 leads to #WGs = maximum occupancy X num_CUs. implementation supports many different streamk policies: 1-tile, 2-tile, 3-tile and 4-tile. streamk strategy of -1 leads to default streamk policy (4-tile).
* Update README.md
* fixing clang-format issues
* removed conflicts in struct members between streamk and universal streamk
* corrected arg parsing for streamk and universal streamk
* added stream-k policies for 3 tile and 4 tile
* fixed argument type issue with parsing cmd args
* changes suggested in PR review are made- removing comments and correcting copyright
* file permissions updated
* added default value support for grid_size and streamk-policy selection set to -1
* print messages for arguments
* print messages for arguments
* print messages for arguments1
We are adding more instances of grouped convolution 3d forward with a ConvScale element-wise operation.
This commit handles bf8@bf8->fp8 data types combination.
* Included an example.
* Added instances.
* Added a client example.
---------
Co-authored-by: Rostyslav Geyyer <rosty.geyyer@amd.com>
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com>
* Update the element op
* Add an example
* Add instances
* Add a client example
* make sure new instances only build on gfx9
* Update element op and its handling
* Format
* Update instances to take element op as an argument
* Update examples to use random scale values
* Format
* Update client example with random scales
* Format
---------
Co-authored-by: illsilin <Illia.Silin@amd.com>
* Add a scale op
* Update the element op
* Add instances
* Add an example
* Add a client example
* Add a flag check
* Revert flag check addition
* Fix flag check
* Update d strides in example
* Update d strides in client example
* Apply suggestions from code review
Update copyright header
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com>
* Move the example
* Move the client example
* Update element op
* Update example with the new element op
* Add scalar layout
* Update example
* Update kernel for scalar Ds
* Revert kernel changes
* Update element op
* Update example to use scales' pointers
* Format
* Update instances
* Update client example
* Move element op to unary elements
* Update element op to work with values instead of pointers
* Update instances to take element op as an argument
* Update examples to use random scale values
---------
Co-authored-by: Bartłomiej Kocot <barkocot@amd.com>
* Add bf16 instances
* Add bf16 gemm universal example
* tempsave
* Add guard to navi compilation
* workground on a specific mixed gemm instance ( bring back it when compiler fix upload)
* fix formatting condition statement issue
* solve conflict
---------
Co-authored-by: Jun Liu <Liu.Jun@amd.com>
* Overload output stream operator for LoopScheduler and PiplineVersion
* Add Run overload accepting grid descriptors MK.
* Add __device__ keyword for CalculateGridSize
* Create device op GroupedGemmMultipleD
* Add GroupedGemm MultipleD Tile Loop implementation.
* Add an example for GroupedGemm MultipleD tile loop.
* Device Op GroupedGEMMTileLoop.
* Bunch of small changes in exmaple.
* CkProfiler
* Remove unused tparam.
* changed the copy function to v7r2
* adding multi_abd
* in-progress
* add post-load oob check
* Fix include statement.
* Fix output stream overloads.
* Do not make descriptors and check validity untill we find group.
* Fix gemm desc initialization.
* debugging
* adjust instances
* add run_lds
* add elemntwise_op
* replace multi_abd_device with v3
* clean up
* clean
* clean
* Revert device op
* Fix compilation for DTYPES=FP16
* Validate tensor transfers paramters.
* Added LDSType
* profiling
* adjust oobcheck
* add missing file
* Validate on host only NK dims if M is not known.
* add
* clean
* refactor
* clean
* add examples
* add fuse
* add fusion and client example
* Fix bug.
* A convenient debug func for selecting threads.
* Fix has main k block loop bug.
* Make sure that b2c has up to date tile offset.
* Output stream operator for Sequence type.
* Cmake file formatting.
* clean
---------
Co-authored-by: Adam Osewski <Adam.Osewski@amd.com>
* Overload output stream operator for LoopScheduler and PiplineVersion
* Add Run overload accepting grid descriptors MK.
* Add __device__ keyword for CalculateGridSize
* Create device op GroupedGemmMultipleD
* Add GroupedGemm MultipleD Tile Loop implementation.
* Add an example for GroupedGemm MultipleD tile loop.
* Device Op GroupedGEMMTileLoop.
* Bunch of small changes in exmaple.
* CkProfiler
* Remove unused tparam.
* Fix include statement.
* Fix output stream overloads.
* Do not make descriptors and check validity untill we find group.
* Fix gemm desc initialization.
* Revert device op
* Fix compilation for DTYPES=FP16
* Validate tensor transfers paramters.
* Validate on host only NK dims if M is not known.
* Fix bug.
* A convenient debug func for selecting threads.
* Fix has main k block loop bug.
* Make sure that b2c has up to date tile offset.
* Output stream operator for Sequence type.
* Cmake file formatting.
* Refactor elementwise kernels
* Instances fixes
* Fix cmake
* Fix max pool bwd test
* Update two stage gemm split k
* Restore elementwise scale for hiptensor backward compatiblity
* Fix Acc data type check in conv fwd multiple abd
* Disable conv fp64 fwd example
* Update grouped conv weight multi d
* Extend support for contraction up to 5D
* Extend contraction bilinear instances
* Fix interface test
* Add 6d support, remove 3d,4d,5d
* Fixes
* Fix readme
* Make defualt dim for contraction instances
* Support A/B/C elementwise ops.
* First part of GGEMM multiD splitk two stage.
* WIP - changes for debuggin.
* tmp save
* working version
* added bf16@int8 version
* fixes
* add reviewers sugestions
* pre-commited missing files
* switched to ifs from elseifs
---------
Co-authored-by: Adam Osewski <Adam.Osewski@amd.com>
* Update device op api to support BComputeType
* Add example
* Add instances
* Add profiler mode
* Add client example
* Update copyright year
* Add BComputeType check
* Fix compute types
