* upgrade default docker to rocm7.0.1
* turn on build and test on gfx950 by default
* use rocm-dev instead of rocm
* link libhiprtc for codegen targets
* resolving codegen compilation errors: removed calls to other std functions, resolved issues with int32_t: needed the correct header, put use of e8m0 into header guards
---------
Co-authored-by: Astha Rai <astha.rai713@gmail.com>
All our platforms support C++20 now, so update to C++20 standard
for language features such as concepts, designated initializers,
range-based for initializers, and consteval. This PR only switches
the compiler flags to C++20, no other changes.
* - elevate important build messages to log level STATUS
- comment out the rest (temporarily)
* - marked all low importance build messages as log_level=DEBUG
* Build codegen as standalone
* Add exception for device tests
* Use local filesystem header
* add a codegen test CI stage and daily build
---------
Co-authored-by: illsilin <Illia.Silin@amd.com>
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>
* Format
* Format
* Format
* Remove const
* Use the right template
* Format
* Format
* add row/col instances
* Add missing file
* fixed
* fixing block to etile error
* Format
* Updates
* Format
* fixed rrr layout
* generating a sample JSON file: currently contains includes, prologue/epilogue and instances
* version where the json is passed into the instances to generate a key
* updated run function to just launch kernel
* updated run function: only contains kernel object, json file is updated but still needs to be cleaned up, added front-end API to parse JSON into character buffer
* adding in testing files
* cleaned up comments, still need to work on including header files
* removed unneeded files
* removed/commented out JSON implementation
* added fusion(prologue/epilogue) into instance generation
* working on instance selection
* added instance selection, need to fix instance validation
* removed block2etile map validity check for testing purposes
* test running: failing due to incorrect files/input
* all grid descs/ptrs completed, but device file not found
* Update test and embed modules
* Restore older version
* added convolution operation, written test, debugging generated code for compilation
* attempting to include CK in host directory: _Float16 error
* CK header file issues
* slight fix
* don't crash when hip can't report total memory
* dump generated code to a file
* changing sizes
* creating tensor descriptors using CK methods: set up grid desc manually, also trying to set up an argument pointer - this needs to be fixed
* some fixes to call the device code
* separating test files for conv and gemm
* completed arg ptr, now have linking errors
* clang format fix
* resolved linker issues in conv test
* remove dependency on libutility from ck
* resolved num dim error
* properly passing arg ptr, errors with passing typenames: redefinition/redeclaration
* undo the commenting of device function
* hand created kernel code to find rtc issues
* dump the full src to file
* resolved redeclaration errors, cleaned up errors for Amber's kernel code
* debugging purposes: redeclaration error
* config files
* resolved errors for NumTensor and redeclaration, formatted version.h
* resolved most errors in manually added kernel and my own. error with calling kernel object: overloaded function type
* WIP: close to getting kernel compiled
* WIP: fixing rtc errors
* fixed sequence errors, formatting, still one error with run fcn
* yay: kernel compiles and runs
* updated templated/generated version to run and compile
* minor fixes
* working generated example, resolved memory access error due to padding
* adding in reference kernel, validation failing against reference
* debugging: printing kernel argsz
* reduced error in results
* debugged reference kernel and output errors, added to generated version, currently debugging prologue function issues
* working validation (using reference convolution) with prologue function for both hard-coded and generated version
* WIP: create an alt version that creates Argument on the device
* wip: added new duplicate files, fixed fusion templating errors from working example, setting up kernel arguments
* wip: making necessary methods device code
* added grid descs, working on grid pointers, errors with stl numerics
* wip: updating kernel args - issue, replacing some std functions
* replaced std::accumulate call with temp hardcoded version
* wip: args causing memory issue
* Construct Argument object inside the kernel and use it to call convolution device function. Code runs and verification passes
* adding object file dump
* temporary hardcoding of grid size, can remove device op inst + arg ptr
* minor fix for grid size
* added modified example where arg ptr is created on the device for generated version as well
* removed device op instance and arg ptr from modified examples
* moving device op file for testing purposes and to properly build CK
* commenting out print-outs
* adjust compiler args to produce a valid ELF file
* temporary removal of validation
* reverting compiler args back for working example
* retrieve necessary arguments from generated template parameters in correct format
* calculating grid size on host-side, still need to clean up process, pass parameters to host functions properly
* scaled up factory functions/wrapper structs to implement host-side launch parameter calculations using CK host side functions - in hard-coded example
* temporary change to generate ELF format binary object file
* removed unecessary code, added comments
* formatting fix
* cleaned up code, added new tests, restructured library: move helper into CK
* refactored launch parameter calculation to be more concise
* renamed files and variables for more clarity/uniformity
* more code cleaning, removed debug statements
* moved majority of my files into codegen directory, running properly
* updated Embed.cmake(string_view) in codegen directory
* updated host directory to match Embed.cmake as well
* added old tests in
* updated instance generation methods to be more concise
* removed layout from launch parameter calculation
* working test
* fixed issue with verification, all instances working
* updated verification in other tests
* removed duplicate matrix padder file, removed code dumps
* removed old hard-coded tests
* removed old host directory, all files in codegen directory now
* fixed copyright in files
* commenting out validation
* renamed files
* made changes for review: fixed copyright, renamed files for clarity, removed comments, refactored code
* updated headers
* removing duplicate file for fwd conv to gemm, merging with original file
* fix building codegen with clang++ directly
* resolving build error from conv_fwd_to_gemm
* fix for previous error
* renaming tests
* created common test file
* cleaned up code, added comments
* renamed device op
* fixed typos in comments
* removed extra space
* code cleanup: resolving Amber's comments
* removed wrapper struct for matrix padder, fixed template
* cleaned up if statements for better readability
---------
Co-authored-by: Paul <pfultz2@yahoo.com>
Co-authored-by: Jing Zhang <jizha@amd.com>
Co-authored-by: M. Amber Hassaan <amber_474@yahoo.com>
Co-authored-by: illsilin <Illia.Silin@amd.com>
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>
* Format
* Format
* Format
* Remove const
* Use the right template
* Format
* Format
* add row/col instances
* Add missing file
* fixed
* Format
* Updates
* Format
* fixed rrr layout
* Format
* Update test and embed modules
* Restore older version
* Update year
* Set -fPIC
* Format
* Use double for isnan
* rename host folder to codegen + minor fix
* add codegen CI test
* add option to build components without building CK
* fix the groovy syntax
* fix typo
* use the correct function for the codegen stage
---------
Co-authored-by: Jing Zhang <jizha@amd.com>
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>
Co-authored-by: illsilin <Illia.Silin@amd.com>
