- 03 Dec, 2024 2 commits
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Bartłomiej Kocot authored
* Add basic documentation structure * Add terminology placeholder * Add codegen placeholder * Create template for each page
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Illia Silin authored
* (2/5) bilinear gemm pass, perf bug: skip a lds has lower performance than skip b lds * (3/5) batched gemm pass, perf bug: skip a lds has lower performance than skip b lds * (4/5) grouped conv pass * (5/5) attention pass, todo: debug lds perf bug * AIT Attention API refactor (#8) * sanity pass * sanity pass 2 * confirm significant performance regression. * turn on all instances * turn off instance format * Fix bug & tunning & format * DML meta, self_attn+cross_attn * sanity pass * remove useless flag * update tile and problem size used in AIT attention * bug fix in grouped conv supporting check * deprecate inline asm wmma * Bug fix: double lds skip * clang-format * Fix errors in 1. example, fmha 2. gridwise pipeline 3. deviceop, fmha, change some containers from vector to array * part2 of previous commit * clang format * API fix of gridwisegemmpipeline * separate array base and vector base attention tensor transformation * fix gemm * clang format * add gemm fp16 instances * Temp save * fpAintB kernel compile pass * Sanity pass. * Temp save * debug code enabled * Fp16AInt8B_GEMM sanity * MQA implementation * GQA-4 example * tempsave * Compile pass * New implementation of fp16Aint8B Gemm, Acheieve similar math throughput with native fp16 Gemm * Bump rocm-docs-core from 0.24.0 to 0.29.0 in /docs/sphinx Bumps [rocm-docs-core](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.24.0 to 0.29.0. - [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases) - [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.24.0...v0.29.0 ) --- updated-dependencies: - dependency-name: rocm-docs-core dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by:
dependabot[bot] <support@github.com> * initial enablement of gfx950 * fix clang format * disable examples 31 and 41 int8 on gfx950 * initial navi4x enablement * remove extra endif * enabled dl_gemm * update s_barrier and s_waitcnt for gfx12 * fix the gfx12 assembly syntax * fixed block_sync_lds * add support for more dl kernels on navi4 * add wmma * format * Todo: fix gemm_bilinear_wmma instances compilation bug * Solve a bug when K1=16 * remove unnecessary changes * Remove tensor layout limitation to LDS usage in tesnor contraction * fixed block_sync_lds * merge navi3_ref * update self-attention and cross-attention * fix a typo of name * fixed layout * debugging * Add arch limiter for fp8 gemm * fixed wmma * enable fp8 gemm_xdl for all gfx9 targets * temporarily disable gemm_xdl_fp16_fp8 on MI100/200 * fix the cmake logic for gemm_xdl_fp16_fp8 * fixed c_output * re-enable the gemm_xdl_fp16_fp8 on MI100/200 * fixed gfx12 * fixed * fixed * seperate gfx12 blockwise_gemm * fixed * enable fwd conv on navi4x * enable gridwise * enabled gemm * fixed merge * remove empty example fold * fixed conflicts * some small changes * Update cmake-ck-dev.sh * Update cmake-ck-dev.sh * enabled other types * fixed register loads * test fa * enable gfx12 * clean up * enable some instances on gfx12 * add gfx1201 macro in amd_wmma header * fix clang format * enable batched_gemm_softmax_gemm_perm_wmma for gfx12 * disable instances with blocksize=256 in attention examples * debuggging * debug * fixed lds_enabled * debugging * Fix and add limit to skiplds feature * Enable skipLds feature and fix compilation bugs * add ck_tile definitions for gfx12 * fix clang format and test/wmma_op * updage instances cmake for gfx12 * disable the test_wmma_op on gfx12 * fix the builds for gfx950 * add gfx12 and gfx950 to default target list * clean-up cmake file * Initial introduction of OFP8 data types. * Renamed FP8 and BF8 tests into FP8_FNUZ and BF8_FNUZ. * Implementation of ConvertFP32Nearest in test_fp8_ocp. * Remove dependence on possibly undeclared alias. * Implement FP8OCP test for stochastic rounding mode. * Implement FP8OCP tests for half_t type conversions. * enable bf16 atomic add on gfx950 * Implement ConvertFP32Nearest test. * Implement ConvertFP32Stochastic test. * Implement ConvertFP16Nearest and ConvertFP16Stochastic tests. * Refactoring. Move FP8 definitions into a separate header file. * Enable easy switching between architectures. * Fix compilation error for gfx942 architecture. * only builf gfx950 branch for gfx950 target by default * Enable OCP build of example_gemm_xdl_fp8. * Fix formatting. * fix the build logic for gfx950 * Improve GEMM example verbosity. * Add constexpr where applicable. * fix the logic of enabling XDL and WMMA instances * Improve GEMM example verbosity. * Enable build of example_gemm_xdl_fp8_bf8 test. * Fix tests for gfx1101 architecture. * Build DPP examples only on gfx103 and gfx11 architectures. * Optionaly run either CPU or GPU verifications with GEMM examples. * Extend GeneratorTensor_Sequential to produce values of prescribed data types. * Add missing constructor. * Improve infrastructure for OFP8 data type support. * BUGFIX. Should not use FP8 as Compute/Accum data type. * Add custom target for grouped_convnd_bwd_weight tests. * Can build `tests` target on gfx950. * Bugfixes on gfx1101 architecture. * Fix dependencies. * Provide single point of truth for FP8 INF and NAN checks * Prevent instantiation of operators that are not supported by FP8 data types * Add FP8 type selection into client_axample CMakeLists.txt * Prevent sccache server from shutting down during build * Fix test success reporting logic * Change default verification method to CPU. GPU verification takes too much time to complete on the emulator. * Make sure all tests and examples are built for gfx950 * Facilitate testing of FP8 data types on the emulator * Introduce two new tensor generators * Enable instances built for gfx94 to be built on gfx950 * Verify 35_splitk_gemm on floating point numbers. splitk gemm appears to be losing precision VS reference implementation when FP numbers are involved. * Verify 04_gemm_add_add_fastgelu on floating point numbers * Verify 20_grouped_conv_bwd_weight on floating point numbers * Verify 38_grouped_conv_bwd_data_multiple_d on floating point numbers * Verify more tests on floating point data * Fix data types and improve testing verbocity. * Upgrade to NPI 573 build docker. * Skip on gemm_universal tests. The tests take too long to complete on the emulator. Need to see if it is possible to reduce the scope of the testing to just FP8 data types. * Fix gfx1101 build * Document test availability * Re-enable fp8 gemms for gfx94/95 * Cherry-pick GEMM Universal tests for FP8 data types * Cleanup * CK_USE_GFX94 has already been set on this branch * Address formatting issues and leftovers * Make fail/pass logic consistent within 01_gemm folder Removed multiple negations in fail/pass logic to propagate `true` as the success indicator. * Fix GPU verification reporting logic. * Update year in copyright notice. * Cleanup * Use `enum class` instead of `enum` * Remove set_property for FP8 tests * Narrowing the scope of PR to OCP FP8 enablement only * Add tests for OCP FP8 vector_type storage * Enable gemm kernel on all gfx9 architectures (#227) * clean-up * Implement `non_native_vector_base` with `ext_vector_type` array. (#232) * Enable support of 1, 2, 4, and 8-byte custom types in CK. * Fix pool tests for OCP FP8 data type * fix jenkins file * restore cron trigger --------- Signed-off-by:
dependabot[bot] <support@github.com> Co-authored-by:
aska-0096 <haocwang@amd.com> Co-authored-by:
dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by:
Jing Zhang <jizhan@amd.com> Co-authored-by:
zjing14 <zhangjing14@gmail.com> Co-authored-by:
Jun Liu <Liu.Jun@amd.com> Co-authored-by:
Andriy Roshchenko <andriy.roshchenko@amd.com> Co-authored-by:
Andriy Roshchenko <107577548+andriy-ca@users.noreply.github.com>
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- 02 Dec, 2024 2 commits
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dependabot[bot] authored
Bumps [rocm-docs-core](https://github.com/ROCm/rocm-docs-core) from 1.9.2 to 1.10.0. - [Release notes](https://github.com/ROCm/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/ROCm/rocm-docs-core/compare/v1.9.2...v1.10.0 ) --- updated-dependencies: - dependency-name: rocm-docs-core dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by:
dependabot[bot] <support@github.com> Co-authored-by:
dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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rtmadduri authored
* LWPCK-2429: Device grouped GEMM uses Async Memcpy Resolving merge conflicts * reverting changes to profile_grouped_gemm * revert date change --------- Co-authored-by:Illia Silin <98187287+illsilin@users.noreply.github.com>
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- 30 Nov, 2024 2 commits
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Max Podkorytov authored
* add op * do not insert ds parameters as they are already parsed * reset ds parameters * apply ruff
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Bartłomiej Kocot authored
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- 29 Nov, 2024 2 commits
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dependabot[bot] authored
Bumps [rocm-docs-core](https://github.com/ROCm/rocm-docs-core) from 1.9.1 to 1.9.2. - [Release notes](https://github.com/ROCm/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/ROCm/rocm-docs-core/compare/v1.9.1...v1.9.2 ) --- updated-dependencies: - dependency-name: rocm-docs-core dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by:
dependabot[bot] <support@github.com> Co-authored-by:
dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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aledudek authored
* [CK Tile] Batched GEMM Example * [CK Tile] Batched GEMM Example - minor refactor * [CK Tile] Batched GEMM Example - README update * [CK Tile] Batched Gemm Example - review changes - Added tensor data layours as input parameters - Changed structure of Host and Kernel args - Removed bug with invalid vector read on non-contiguous memory * [CK Tile] Batched Gemm Example - remove comment * [CK Tile] Batched Gemm Example - Add GTests part1 * [CK Tile] Batched Gemm Example - GTests part2 + review changes * [CK TILE] Batched GEMM post merge fixes * [CK Tile] Batched GEMM Example - fix pad views
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- 28 Nov, 2024 3 commits
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dependabot[bot] authored
Bumps [rocm-docs-core](https://github.com/ROCm/rocm-docs-core) from 1.9.0 to 1.9.1. - [Release notes](https://github.com/ROCm/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md) - [Commits](https://github.com/ROCm/rocm-docs-core/compare/v1.9.0...v1.9.1 ) --- updated-dependencies: - dependency-name: rocm-docs-core dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by:
dependabot[bot] <support@github.com> Co-authored-by:
dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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Illia Silin authored
* refactor docker build in CI * add Dockerfile.compiler * add input args to Dockerfile.compiler * rearrange the docker args
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Bartłomiej Kocot authored
* [CK TILE] Add gemm compute pipeline v3 * Enable universal gemm compute pipeline. * Rename example and add compute pipeline. * Introduce ag bg cr pipeline impl base. * Refactor to reuse code. * Cleaning * Formatting. --------- Co-authored-by:
Adam Osewski <19374865+aosewski@users.noreply.github.com> Co-authored-by:
Adam Osewski <Adam.Osewski@amd.com>
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- 27 Nov, 2024 3 commits
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jakpiase authored
* add interwave scheduler for gemm mem pipeline * Fix merge artifacts. * Refactor unit tests. * Switch to interwave scheduler for mem example --------- Co-authored-by:
Adam Osewski <19374865+aosewski@users.noreply.github.com> Co-authored-by:
Adam Osewski <Adam.Osewski@amd.com>
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Illia Silin authored
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Adam Osewski authored
* Few small fixes. * New GroupedGemm instances (BF16) * Unify and refactor GroupedGEMM device API. * Adapt changes to new API. * Adapt grouped gemm profiler. * Accept multiple kbatches for grouped gemm profiler. - delete obsolete two stage as it is now covered by grouped gemm * Update unit test for grouped gemm. * Fix thresholds for BF16 and F8. Unblock tests. * Fix few instances. * Multiple small fixes. * Adapt to new API, check dynamic casting. * Uncomment few data types in grouped gemm profiler. * Fix call to SetDeviceArgs. * Fix profile grouped gemm multiply tile loop. * Fix grouped gemm tile loop kernel args in client examples. * Review comments.
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- 26 Nov, 2024 7 commits
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Illia Silin authored
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rocking authored
* Fix cmake example build * Support max3 in smoothquant one pass * support max3 in two pass * support max3 in add_rmsnorm_rdquant
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Adam Osewski authored
* Fix loop order. * Fix loop order in pipeline v4
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jakpiase authored
* add check for bf16 splitk support for grouped gemm splitk * Update if condition --------- Co-authored-by:Adam Osewski <19374865+aosewski@users.noreply.github.com>
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Po Yen Chen authored
* Allow getting batch size from splitkv tile partitioner * Fix wrong paged-kvcache impl for group mode * Fix wrong example code for page-kvcache * Undo changes in fmha_fwd.cpp * Always use 2D block table * Add is_gappy kernel argument for paged-kvcache The is_gappy argument is used for differentiating seqstart_k_ptr usage in flash-attention & xformers * Remove out-of-date comments * Remove no-longer used method * Fix wrong # page-block calculation * Fix wrong comment --------- Co-authored-by:Qianfeng <qianfeng.zhang@amd.com>
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Adam Osewski authored
* Block universal gemm. * Universal block gemm with interwave scheduler - draft. * Refactoring * Move a/b_warp_tiles into BlockGemmImpl * set BlockGemmImpl as a class member * Change tile size for more suitable to memory bound cases. * Introduce kKPerThread to WarpGemm * Add documentation comment. * Fix Interwave scheduler block gemm. * Add compute/memory friendly tile configuration. * Clean * New tile configurations in gemm mem example. * Add more static checks and fix loop order in block gemm. * Add more static checks and use warp gemm mfma dispatcher. * Add default scheduler block gemm. * Remove logging in example.
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carlushuang authored
* moe pipeline * update code * compile OK * update * update cpu reference * update pipeline_gemm0 * compiler ok * update pipeline * rename to ex pipeline * block-asm * update * update * update first gemm ok * compute correct * update file structure * update README * update * update * update code * update API * return unsupport case * add comment * update readme * update * uncomment * update * fix build err --------- Co-authored-by:valarLip <340077269@qq.com>
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- 25 Nov, 2024 4 commits
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Po Yen Chen authored
* Fix mis-matched tuple<> elem types * Rename MakeKargs() as MakeKargsImpl() --------- Co-authored-by:Qianfeng <qianfeng.zhang@amd.com>
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dependabot[bot] authored
Bumps [rocm-docs-core](https://github.com/ROCm/rocm-docs-core) from 1.8.5 to 1.9.0. - [Release notes](https://github.com/ROCm/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/v1.9.0/CHANGELOG.md) - [Commits](https://github.com/ROCm/rocm-docs-core/compare/v1.8.5...v1.9.0 ) --- updated-dependencies: - dependency-name: rocm-docs-core dependency-type: direct:production update-type: version-update:semver-minor ... Signed-off-by:
dependabot[bot] <support@github.com> Co-authored-by:
dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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carlushuang authored
* update MOCK_ID for moe-sorting * add moe-smoothquant * update a comment * fix format * hot fix * update topk in overflow case * update comments * update bf16 cvt --------- Co-authored-by:valarLip <340077269@qq.com>
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Qianfeng authored
* Change in fwd-splitkv kernel to support num_splits=1 case * Update in codegen fwd-splitkv to make num_splits > 1 cases pass * Specify instance traits in dispatch * Fix link error for fp8 kernels --------- Co-authored-by:Po Yen Chen <PoYen.Chen@amd.com>
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- 23 Nov, 2024 2 commits
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Illia Silin authored
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Illia Silin authored
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- 22 Nov, 2024 2 commits
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schung-amd authored
* Add overloads for MakeKargs Overload MakeKargs to accept std::tuple<uint64_t, uint64_t> and std::tuple<void*, void*> to preserve functionality of code currently passing in list initializers or tuples. * Add overloads for MakeKargs Overload MakeKargs to accept std::tuple<uint64_t, uint64_t> and std::tuple<void*, void*> to preserve functionality of code currently passing in list initializers or tuples. * Re-format files using ck_tile remod.py --------- Co-authored-by:Po Yen Chen <PoYen.Chen@amd.com>
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Illia Silin authored
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- 21 Nov, 2024 3 commits
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Harisankar Sadasivan authored
* universal streamk fp8 changes & ckprofiler instances * revert strides to -1 and verification options * fp8 exclusion on pre-gfx94 for universal_streamk * PR review based revisions: permissions reverted, removed hip err checks --------- Co-authored-by:Illia Silin <98187287+illsilin@users.noreply.github.com>
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Po Yen Chen authored
* Generate group mode paged-attn kernel * Enable paged-kvcache + group mode support * Add missing header: fused_moe.hpp * Add comment to explain kernel arg usage * Make error message more clear * Add comment for confusing data member names * Add more comment for confusing variable names * Fix typo in option description
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Po Yen Chen authored
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- 20 Nov, 2024 2 commits
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Illia Silin authored
* reduce the docker image size and layers * clean up docker file * fix linker error for client example 24 * install CK into the default /opt/rocm/ path * restore installing CK to alternative path in CI * add linking for utility lib
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Haocong WANG authored
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- 19 Nov, 2024 2 commits
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Illia Silin authored
* add more fp32 dl gemm instances * update the dates
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dependabot[bot] authored
Bumps [rocm-docs-core](https://github.com/ROCm/rocm-docs-core) from 1.8.4 to 1.8.5. - [Release notes](https://github.com/ROCm/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/v1.8.5/CHANGELOG.md) - [Commits](https://github.com/ROCm/rocm-docs-core/compare/v1.8.4...v1.8.5 ) --- updated-dependencies: - dependency-name: rocm-docs-core dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by:
dependabot[bot] <support@github.com> Co-authored-by:
dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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- 18 Nov, 2024 2 commits
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Illia Silin authored
* add bf16 gemms for gfx11/gfx12 * reduce the input values in test_gemm * add int8 wmma gemm instances for gfx11/gfx12 * add example gemm_wmma_int8 * fix bug in gemm_wmma_int8 test * increase bf16 gemm test tolerance * update the dates and clean-up commented-out instances
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Bartłomiej Kocot authored
* Batched GEMM Multiple D based on Universal GEMM Co-authored-by:
Jing Zhang <jizhan@fb.com> * CI fixes Co-authored-by:
Jing Zhang <jizhan@fb.com> --------- Co-authored-by:
Jing Zhang <jizhan@fb.com>
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- 15 Nov, 2024 2 commits
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dependabot[bot] authored
Bumps [rocm-docs-core](https://github.com/ROCm/rocm-docs-core) from 1.8.3 to 1.8.4. - [Release notes](https://github.com/ROCm/rocm-docs-core/releases) - [Changelog](https://github.com/ROCm/rocm-docs-core/blob/v1.8.4/CHANGELOG.md) - [Commits](https://github.com/ROCm/rocm-docs-core/compare/v1.8.3...v1.8.4 ) --- updated-dependencies: - dependency-name: rocm-docs-core dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by:
dependabot[bot] <support@github.com> Co-authored-by:
dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
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Illia Silin authored
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