// Copyright 2022 The Tint Authors. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #include "src/tint/transform/vectorize_matrix_conversions.h" #include #include #include #include "src/tint/program_builder.h" #include "src/tint/sem/abstract_numeric.h" #include "src/tint/sem/call.h" #include "src/tint/sem/expression.h" #include "src/tint/sem/type_conversion.h" #include "src/tint/utils/hash.h" #include "src/tint/utils/map.h" TINT_INSTANTIATE_TYPEINFO(tint::transform::VectorizeMatrixConversions); namespace tint::transform { VectorizeMatrixConversions::VectorizeMatrixConversions() = default; VectorizeMatrixConversions::~VectorizeMatrixConversions() = default; bool VectorizeMatrixConversions::ShouldRun(const Program* program, const DataMap&) const { for (auto* node : program->ASTNodes().Objects()) { if (auto* sem = program->Sem().Get(node)) { if (auto* call = sem->UnwrapMaterialize()->As()) { if (call->Target()->Is() && call->Type()->Is()) { auto& args = call->Arguments(); if (args.Length() == 1 && args[0]->Type()->UnwrapRef()->is_float_matrix()) { return true; } } } } } return false; } void VectorizeMatrixConversions::Run(CloneContext& ctx, const DataMap&, DataMap&) const { using HelperFunctionKey = utils::UnorderedKeyWrapper>; std::unordered_map matrix_convs; ctx.ReplaceAll([&](const ast::CallExpression* expr) -> const ast::CallExpression* { auto* call = ctx.src->Sem().Get(expr)->UnwrapMaterialize()->As(); auto* ty_conv = call->Target()->As(); if (!ty_conv) { return nullptr; } auto* dst_type = call->Type()->As(); if (!dst_type) { return nullptr; } auto& args = call->Arguments(); if (args.Length() != 1) { return nullptr; } auto& src = args[0]; auto* src_type = args[0]->Type()->UnwrapRef()->As(); if (!src_type) { return nullptr; } // The source and destination type of a matrix conversion must have a same shape. if (!(src_type->rows() == dst_type->rows() && src_type->columns() == dst_type->columns())) { TINT_ICE(Transform, ctx.dst->Diagnostics()) << "source and destination matrix has different shape in matrix conversion"; return nullptr; } auto build_vectorized_conversion_expression = [&](auto&& src_expression_builder) { utils::Vector columns; for (uint32_t c = 0; c < dst_type->columns(); c++) { auto* src_matrix_expr = src_expression_builder(); auto* src_column_expr = ctx.dst->IndexAccessor(src_matrix_expr, ctx.dst->Expr(tint::AInt(c))); columns.Push(ctx.dst->Construct(CreateASTTypeFor(ctx, dst_type->ColumnType()), src_column_expr)); } return ctx.dst->Construct(CreateASTTypeFor(ctx, dst_type), columns); }; // Replace the matrix conversion to column vector conversions and a matrix construction. if (!src->HasSideEffects()) { // Simply use the argument's declaration if it has no side effects. return build_vectorized_conversion_expression([&]() { // return ctx.Clone(src->Declaration()); }); } else { // If has side effects, use a helper function. auto fn = utils::GetOrCreate(matrix_convs, HelperFunctionKey{{src_type, dst_type}}, [&] { auto name = ctx.dst->Symbols().New("convert_mat" + std::to_string(src_type->columns()) + "x" + std::to_string(src_type->rows()) + "_" + ctx.dst->FriendlyName(src_type->type()) + "_" + ctx.dst->FriendlyName(dst_type->type())); ctx.dst->Func( name, utils::Vector{ ctx.dst->Param("value", CreateASTTypeFor(ctx, src_type)), }, CreateASTTypeFor(ctx, dst_type), utils::Vector{ ctx.dst->Return(build_vectorized_conversion_expression([&]() { // return ctx.dst->Expr("value"); })), }); return name; }); return ctx.dst->Call(fn, ctx.Clone(args[0]->Declaration())); } }); ctx.Clone(); } } // namespace tint::transform