compact spatial IR through different new operations and dedicated syntax
fast spatial node merging with batch operations
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@@ -48,7 +48,9 @@ void dumpModule(ModuleOp moduleOp, const std::string& name) {
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std::fstream file(dialectsDir + "/" + name + ".mlir", std::ios::out);
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llvm::raw_os_ostream os(file);
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os << *moduleOp;
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OpPrintingFlags flags;
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flags.elideLargeElementsAttrs();
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moduleOp.print(os, flags);
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os.flush();
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file.close();
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}
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@@ -173,6 +175,13 @@ void walkPimMvmVmmWeightUses(Operation* root, function_ref<void(OpOperand&)> cal
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root->walk([&](pim::PimCoreOp coreOp) {
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walkMvmVmmWeightUses<pim::PimMVMOp, pim::PimVMMOp>(coreOp, callback);
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});
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root->walk([&](pim::PimCoreBatchOp coreBatchOp) {
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auto weights = coreBatchOp.getWeights();
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for (auto weight : weights)
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for (OpOperand& use : weight.getUses())
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if (use.getOwner() == coreBatchOp.getOperation())
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callback(use);
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});
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}
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memref::GlobalOp lookupGlobalForGetGlobal(ModuleOp moduleOp, memref::GetGlobalOp getGlobalOp) {
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@@ -181,66 +190,6 @@ memref::GlobalOp lookupGlobalForGetGlobal(ModuleOp moduleOp, memref::GetGlobalOp
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return moduleOp.lookupSymbol<memref::GlobalOp>(getGlobalOp.getName());
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}
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FailureOr<Operation*> getOtherEndOfChannel(Operation* op, bool opIsReceive, RewriterBase& rewriter) {
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auto channelNewOp = op->getOperand(0).getDefiningOp<spatial::SpatChannelNewOp>();
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if (!channelNewOp) {
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op->emitError("User of Channel must have the first operand created by ChannelNewOp.");
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return failure();
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}
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// channelNewOp should have two users: `op` and a
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// `ChannelSendOp`/`ChannelReceiveOp`
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auto channelUsers = channelNewOp->getUsers();
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auto usersIterator = channelUsers.begin();
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auto firstUser = *usersIterator;
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usersIterator++;
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if (usersIterator == channelUsers.end()) {
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op->emitError("Operand generated by ChannelNewOp must have two users, "
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"only one found.");
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channelNewOp->dump();
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op->dump();
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channelNewOp->getParentOp()->dump();
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return failure();
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}
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auto secondUser = *usersIterator;
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usersIterator++;
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if (usersIterator != channelUsers.end()) {
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op->emitError("Operand generated by ChannelNewOp must have two users, "
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"more than two found.");
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return failure();
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}
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Operation* notOpUser;
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if (firstUser == op) {
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notOpUser = secondUser;
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}
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else if (secondUser == op) {
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notOpUser = firstUser;
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}
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else {
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op->emitError("Operand generated by ChannelNewOp must have two users, "
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"and one of them must be me, but"
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"none of them is actually me.");
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return failure();
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}
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if (opIsReceive) {
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if (!isa<spatial::SpatChannelSendOp>(notOpUser)) {
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op->emitError("Operand generated by ChannelNewOp has two user, one is "
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"me, the other is not a ChannelSendOp.");
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return failure();
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}
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return notOpUser;
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}
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else {
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if (!isa<spatial::SpatChannelReceiveOp>(notOpUser)) {
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op->emitError("Operand generated by ChannelNewOp has two user, one is "
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"me, the other is not a ChannelReceiveOp.");
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return failure();
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}
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return notOpUser;
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}
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}
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SmallVector<int64_t> computeRowMajorStrides(ArrayRef<int64_t> shape) {
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SmallVector<int64_t> strides(shape.size(), 1);
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for (int64_t dim = static_cast<int64_t>(shape.size()) - 2; dim >= 0; --dim)
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