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Commits on Nov 8, 2023

• Priority fusion: fix analysis of reduction epilogues.

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Commits on Oct 31, 2023

• Log priority updates and skipped fusions.

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Commits on Oct 30, 2023

• Add options for GpuPerformanceModel.

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Commits on Oct 27, 2023

• Only treat ops that physically tranpose the minor dimension as uncoalesced reads.

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Commits on Oct 13, 2023

• Priority fusion: remove heuristics, model performance instead.

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• Fix analysis of partial epilogue-fused reductions.

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• Collect GPU performance modeling code in a package.

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Commits on Oct 12, 2023

• Improve test coverage for priority fusion.

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Commits on Oct 11, 2023

• HloFusionAnalysis: Don't peek outside the fusion boundary.

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Commits on Oct 6, 2023

• GpuPerformanceModel: use HLO fusion analysis to get more accurate thread counts.

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Commits on Sep 27, 2023

• Add a test case for fusion of convert into bitcast.

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Commits on Sep 26, 2023

• Split initial Triton IR generation from TritonWrapper and add a Matmul filecheck test.

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• Remove tracing instrumentation.

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• Rename FindFusionParameters -> FindFusionArguments.

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• Retire MLIR interpreter and related tooling.

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Commits on Sep 15, 2023

• Boundary functions for producer/consumer fusion.

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Commits on Sep 14, 2023

• Const-correctness fixes for GetFusionRoots.

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Commits on Sep 13, 2023

• NFC: Extract launch dimensions computation from TritonWrapper.

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• Remove shared memory from LaunchDimensions.

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Commits on Sep 12, 2023

• NFC: Extract LaunchDimension computation from Triton codegen.

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• NFC: Triton MatMul: Unify duplicated code for RHS/LHS.

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Commits on Sep 11, 2023

• NFC: Split launch grid and validation out of MatMul emitter.

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• NFC: Use std::optional instead of -1 in triton matmul emitter.

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Commits on Sep 8, 2023

• Triton emitter: remove some unnecessary helpers/templates.

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• Fusion analysis: Remove remaining dependencies on fusion_.

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Commits on Sep 4, 2023

• Make block size selection logic less confusing.

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• Improve test coverage for few_waves logic.

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Commits on Sep 1, 2023

• Add test cases for row reduction vectorization/unrolling.

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Commits on Aug 31, 2023

• Do not depend on fusion->fused_parameters in HLO fusion analysis.

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• Add test cases for vectorization/unrolling of column reductions.

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Commits on Aug 22, 2023

• Add a helper for finding the parameters of a fusion.

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Commits on Aug 21, 2023

• Remove logic for handling LaunchFunc ops.

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• Use the original HLO ops in ir_emitter_unnested.

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• Wrap remaining unfused instructions in fusions before conversion to LHLO.

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Commits on Aug 17, 2023

• Delete dead code in mhlo_to_lhlo_with_xla.

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