)]}' { "commit": "954cb36d8201638823a08d0c65eb35325758c730", "tree": "d8c4316b8c547a371b217c25c15fc54a42d5854b", "parents": [ "699d244b7b82e26cb41e33bbb45a4237f3918a84" ], "author": { "name": "MaheshRavishankar", "email": "1663364+MaheshRavishankar@users.noreply.github.com", "time": "Fri Apr 12 14:00:49 2024 -0700" }, "committer": { "name": "GitHub", "email": "noreply@github.com", "time": "Fri Apr 12 14:00:49 2024 -0700" }, "message": "Move Codegen pass pipelines to nest on `FunctionOpInterface`. (#16665)\n\nThis PR modifies the codegen backends to have the lowering pass\r\npipelines nest on `FunctionOpInterface`. This allows running different\r\npass pipelines on functions within the dispatch. This would allow you\r\nto have things like\r\n\r\n```\r\nfunc.func @foo_pipeline(...) {\r\n\r\n}\r\n\r\nfunc.func @bar_pipeline(...) {\r\n\r\n}\r\n\r\nfunc.func @entry_point() {\r\n if (\u003ccondnn for foo pipeline based lowering\u003e) {\r\n foo_pipeline()\r\n } else {\r\n bar_pipeline()\r\n }\r\n}\r\n```\r\n\r\nTo connect everything the following things are done\r\n\r\n1) The `iree_codegen.translation_info` attribute that was set on entry\r\n point operations are now set on the surrounding function. This\r\n allows implementing a lowering strategy on a function.\r\n\r\n2) The GPU backends set the `workgroup_size` and `subgroup_size` on\r\n the `hal.executable.export` operation. To unwind this, the\r\n `translation_info` has fields for `workgroup_size` and\r\n `subgroup_size`. This allows GPU backends to set the expected\r\n `workgroup_size` and `subgroup_size` on the `translation_info`\r\n itself (which is now on the surrounding function).\r\n\r\n3) A pass is added after lower strategies to\r\n `ReconcileTranslationInfo`. The intent of this pass is to take the\r\n `translation_info` on each function and set the values for\r\n `workgroup_size` and `subgroup_size` on the\r\n `hal.executable.export`. Eventually this would also be a place\r\n where the number of workgroups is populated on the\r\n `hal.executable.export` (instead of doing it on\r\n `TileAndDistributeToWorkgroups` as it is done today).\r\n\r\n4) All backends `*SelectLoweringStrategy` work as Module pass. These\r\n need to be Module passes since transform dialect tends to inject\r\n the transform script within the module.\r\n\r\n5) The `*LowerExecutableStrategy` works at `FunctionOpInterface` now.\r\n\r\n6) The transform dialect interpreter has to run on `Module`\r\n granularity, so a new pass `LowerExecutableUsingTransformDialect`\r\n is added. This runs the transform interpreter before\r\n `*SelectLoweringStrategy`. After this pass is run, the\r\n `translation_info` is expected to have the pipeline be set to\r\n `None` to skip subsequent lowering pipelines.\r\n\r\n7) Most tests are now moved to remove the boiler plates surrounding\r\n `hal.executable` and `hal.executable.variant`.\r\n\r\nThis does most of the heavy lifting for running lowering strategies\r\nper function-like op. The biggest missing piece are\r\n\r\n1) The `TileAndDistributeOnWorkgroups` ops still cannot really be run\r\n on a dispatch with multiple functions since it updates the\r\n `hal.executable.export`. To address this, the pass will have to\r\n move to use `scf.forall`.\r\n\r\n2) Some optimizations expect static workgroup count. Those currently\r\n go upto the `hal.executable.export` op to get these values (that\r\n were populated by `TileAndDistributeToWorkgroups`). When moving to\r\n `scf.forall` this will be available withint the function.\r\n\r\n\r\nci-extra: build_test_all_arm64, build_test_all_windows,\r\nbuild_test_all_maxos_arm64, build_test_all_macos_x86_64,\r\ntest_nvidia_a100", "tree_diff": [ { "type": "modify", "old_id": "0cb90a50beae8b011070cbb03537c4a868d57fd3", "old_mode": 33188, "old_path": "compiler/plugins/target/ROCM/ROCMTarget.cpp", "new_id": "0494b3a98b43df91e5e9110f5390d846d3b56abf", "new_mode": 33188, "new_path": "compiler/plugins/target/ROCM/ROCMTarget.cpp" }, { "type": "modify", "old_id": "8d651b656e7618ef0ecbe6bf590cb75adbfdefe7", "old_mode": 33188, "old_path": "compiler/src/iree/compiler/Codegen/Common/BUILD.bazel", "new_id": "0a7c4ba33e5905c086389be9080314c032cd68a8", "new_mode": 33188, "new_path": "compiler/src/iree/compiler/Codegen/Common/BUILD.bazel" }, { "type": "modify", "old_id": "86a8c233598f399ede3f57ebe6cc2130c9d348bf", "old_mode": 33188, "old_path": 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