v0.0.10

What's Changed

• [Benchmark] Add initial TritonBench integration and vector_add benchmark example by @yf225 in #247
• Add static_range by @joydddd in #235
• Cleanup/improve docstrings by @jansel in #250
• [Benchmark] Add embedding benchmark by @yf225 in #248
• [Benchmark] Add vector_exp benchmark by @yf225 in #249
• Add rms_norm example and test by @yf225 in #252
• [Benchmark] Add rms_norm benchmark by @yf225 in #253
• Strip extra newlines from *.expected files by @jansel in #255
• Fix issue with BLOCK_SIZE0.to(torch.int32) by @jansel in #254
• Add hl.wait & AllGather Matmul example (via hl_ext helper). by @joydddd in #189
• Add sum example and test by @yf225 in #256
• [Benchmark] Add sum to TritonBench integration by @yf225 in #257
• Rename benchmark folder by @yf225 in #258
• Add hl.signal by @joydddd in #233
• Add hl.wait for simultenous waiting for multiple gmem barriers by @joydddd in #243
• Swap to using pyright by @oulgen in #259
• Fix pyright errors in type_propagation.py by @yf225 in #266
• [BE] Add spellchecker by @oulgen in #265
• Remove pyre-ignore/pyre-fixme calls by @jansel in #274
• Improve typing for helion.kernel by @jansel in #270
• Add jagged_mean example by @yf225 in #263
• [Benchmark] Add jagged_mean tritonbench integration by @yf225 in #264
• Add fp8_gemm example and test by @yf225 in #267
• [Benchmark] Add fp8_gemm to TritonBench integration by @yf225 in #268
• Fix some pyright errors by @jansel in #276
• Remove unused exception types by @jansel in #271
• Fix docstring see also lists by @jansel in #272
• [benchmarks] Change tritonbench api by @xuzhao9 in #260
• Initial versison of documentation by @jansel in #273
• Deploy docs to github pages by @jansel in #277
• Fix lint error on main by @jansel in #281
• Add a link to the documentation by @jansel in #282
• [Benchmark] Fix tritonbench integration due to upstream changes by @yf225 in #278
• [Benchmark] Allow using 'python benchmarks/run.py' to run all kernels by @yf225 in #280
• Add implicit broadcasting tests by @jansel in #285
• Add additional tl.range choices to persistent loop by @jansel in #287
• Update autotuning example in docs by @jansel in #288
• Add host side dead code elimination by @oulgen in #289
• [Benchmark] Add attention tritonbench integration by @yf225 in #284
• Add helion.exc.CannotModifyHostVariableOnDevice and helion.exc.CannotReadDeviceVariableOnHost by @jansel in #290
• Fix unstable CI by @jansel in #299
• Make to_triton_code config arg optional by @jansel in #291
• Add helion.exc.DeviceTensorSubscriptAssignmentNotAllowed by @jansel in #292
• Remove default configs from examples by @jansel in #295
• Fix bug with tensor descriptor and small block size by @jansel in #296
• Relax typing for CombineFunction by @jansel in #297
• Add examples/segment_reduction.py by @jansel in #300
• Add error for using a host tensor directly by @jansel in #306
• Improve Tensor.item() handling by @jansel in #307
• Fix type_info null errors by @oulgen in #294
• Improve DCE by marking math functions as pure by @oulgen in #312
• [Benchmark] Add softmax tritonbench integration by @yf225 in #286
• Make imports relative by @jansel in #310
• Generalize l2_grouping to support 3+ dimensions by @jansel in #313
• Remove make_precompiler generated wrapper by @jansel in #314
• Enforce ANN/PGH lints by @jansel in #315
• Support dynamic fill value to hl.full by @jansel in #316
• Use tensor device reference in persistent kernels by @jansel in #317
• Add tl._experimental_make_tensor_descriptor support by @oulgen in #322
• Fix variable scoping in nested loops for multi-pass kernels by @yf225 in #324
• Add HELION_DEV_LOW_VRAM env var for low GPU memory machines by @yf225 in #325
• Add cross_entropy example and unit test by @yf225 in #320
• [Benchmark] Add cross_entropy to tritonbench integration by @yf225 in #321
• Add literal index into tuple by @joydddd in #327
• Improve naming for generated helper functions by @jansel in #323
• Add hl.inline_asm_elementwise by @jansel in #328
• Implement static tuple unrolling and hl.static_range by @jansel in #329
• Add fp8_attention example and unit test by @yf225 in #318
• [Benchmark] Add fp8_attention to tritonbench integration by @yf225 in #319

New Contributors

• @xuzhao9 made their first contribution in #260

Full Changelog: v0.0.9...v0.0.10