v0.2.0

What's Changed

• Verify compiled kernels in subprocess by @jansel in #914
• Auto-shrink autotune_precompile_jobs based on free memory by @jansel in #940
• Make HELION_FORCE_AUTOTUNE or kernel.autotune() skip the cache by @jansel in #930
• Support warp specialization on B200 by @oulgen in #935
• Update README.md by @oulgen in #943
• Register tile symbol origin, to support tile + offset use case in blackwell attention by @yf225 in #939
• [CI] Print failed tests by @oulgen in #942
• Update examples to use run_example by @jansel in #941
• blackwell attn with triton attr set by @v0i0 in #918
• Set static_shapes=True by @oulgen in #937
• run.py env var to skip exception logging by @v0i0 in #946
• Fix bug with unit sized dims and block_sizes by @jansel in #932
• Update static_shapes docs by @jansel in #951
• Add tile.count by @oulgen in #955
• Auto detect low vram by @oulgen in #956
• [CI] Use official PyTorch 2.9 by @oulgen in #962
• Use interleaved_bench for run_example by @jansel in #945
• Generalize tile_with_offset pass by @jansel in #949
• Docstring updates by @jansel in #952
• Import updates by @jansel in #953
• Add missing environment variables to docs by @jansel in #957
• Print out errors vs timeouts in autotuning status by @jansel in #960
• Add HELION_AUTOTUNE_IGNORE_ERRORS by @jansel in #961
• Exit autotuning faster on KeyboardInterrupt by @jansel in #963
• Remove default settings by @jansel in #964
• Add missing settings environment variables by @jansel in #965
• Skip test_differential_evolution_search due to slowness by @jansel in #968
• [Benchmark CI] Give nightly job permissions by @oulgen in #970
• [Benchmark CI] Allow kicking off workflow dispatch by @oulgen in #971
• [Benchmark CI] Allow specifying custom env vars via UI by @yf225 in #972
• [blackwell attn example] qk scale as param by @v0i0 in #969
• [Benchmark CI] Allow specifying custom args to benchmark runner via UI by @yf225 in #974
• Add initial backwards compatibility tests by @oulgen in #958
• Remove unrolling + warp spec by @PaulZhang12 in #967
• [Benchmark CI] Set atol and rtol to 1e-2 by @yf225 in #976
• [Benchmark] Fix tritonbench auto-installation by @yf225 in #980
• [Autotuner] Fix fork-based autotuner to avoid re-initializing CUDA context in subprocess by @yf225 in #981
• Make fork default precompilation strategy by @oulgen in #979
• [benchmarks] change tritonbench path by @xuzhao9 in #966
• Add skipIfA10G decorator by @yf225 in #982
• Suggest HELION_AUTOTUNE_PRECOMPILE=spawn when IMA happens by @jansel in #984
• Layer Norm bwd kernel to support large B*M case used by internal by @yf225 in #973
• Fix timeouts in autotuning by @jansel in #985
• Log generated triton code at the DEBUG level rather than INFO by @jansel in #986
• Remove extra debug log for timeouts by @jansel in #987
• Add squeeze_and_excitation_net kernel by @mengluy0125 in #870
• Generalize test cases to support XPU by @EikanWang in #983
• Updated README with News section of upcoming events. Added link to GPU mode talk. by @choijon5 in #991
• Update README.md by @oulgen in #992
• Update README.md by @oulgen in #993
• Mamba2 Chunk Scan & State by @v0i0 in #950
• Remove unrolling with tma + pipelining by @PaulZhang12 in #994
• Add provenance annotations to output code by @jansel in #988

Full Changelog: v0.1.8...v0.2.0