#include #include #include #include "triton/ir/function.h" #include "triton/ir/cfg.h" #include "triton/ir/basic_block.h" #include "triton/ir/instructions.h" #include "triton/ir/module.h" #include "triton/codegen/analysis/meminfo.h" #include "triton/codegen/analysis/align.h" #include "triton/codegen/transform/reorder.h" namespace triton { namespace codegen{ namespace transform{ reorder::reorder(analysis::align* align, analysis::meminfo *mem) : align_(align), mem_(mem) { } std::vector reorder::get_order(ir::value* v) { std::cout << v->get_name() << std::endl; return order_.at(v); } void reorder::run(ir::module &mod) { std::set io; // initialize work-list for(ir::function *fn: mod.get_function_list()) for(ir::basic_block *block: ir::cfg::reverse_post_order(fn)) for(ir::instruction *i: block->get_inst_list()){ if(auto *x = dynamic_cast(i)) { ir::type* ptr_ty = x->get_pointer_operand()->get_type(); if(ptr_ty->is_tile_ty()) io.insert(x); std::vector order(ptr_ty->get_tile_shapes().size()); std::iota(order.begin(), order.end(), 0); order_[i] = order; } } ir::builder &builder = mod.get_builder(); for(ir::io_inst *i: io) { ir::value *ptr = i->get_pointer_operand(); auto max_contiguous = align_->get_max_contiguous_vec(ptr); std::vector order(max_contiguous.size()); std::iota(order.begin(), order.end(), 0); std::sort(order.begin(), order.end(), [&](unsigned a, unsigned b) { return max_contiguous[a] > max_contiguous[b]; } ); std::list work_list; if(order != order_[i]){ work_list.push_back(i); } // rematerialize recursively while(!work_list.empty()) { ir::instruction* current = work_list.back(); order_[current] = order; work_list.pop_back(); for(ir::value *op: current->ops()) { ir::instruction* i_op = dynamic_cast(op); if(!i_op) continue; ir::type *ty = i_op->get_type(); if(!ty->is_tile_ty()) continue; auto& inst_list = i_op->get_parent()->get_inst_list(); auto it = std::find(inst_list.begin(), inst_list.end(), i_op); it++; builder.set_insert_point(it); // found a load; write to shared memory and stop recursion ir::instruction *n_op = nullptr; if(mem_->is_shared(i_op)){ continue; } if(auto* ld = dynamic_cast(i_op)) { n_op = ir::copy_to_shared_inst::create(ld); } // not a load; rematerialize and recurse else { n_op = i_op->clone(); work_list.push_back(n_op); } n_op = builder.insert(n_op); order_[n_op] = order; align_->copy(n_op, i_op); current->replace_uses_of_with(i_op, n_op); } } } } } } }