Add EDSC support for loop.for operations
This CL adds support for loop.for operations in EDSC and adds a test. This will be used in a followup commit to implement lowering of vector_transfer ops so that it works more generally and is not subject to affine constraints. PiperOrigin-RevId: 275461067 Change-Id: I543d48895fb065d3a861835c949885a48a307c56
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1
third_party/mlir/BUILD
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1
third_party/mlir/BUILD
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@ -173,6 +173,7 @@ cc_library(
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":AffineOps",
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":Analysis",
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":IR",
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":LoopOps",
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":StandardOps",
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":Support",
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":TransformUtils",
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4
third_party/mlir/bindings/python/pybind.cpp
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4
third_party/mlir/bindings/python/pybind.cpp
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@ -306,7 +306,7 @@ struct PythonLoopContext {
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PythonValueHandle enter() {
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ValueHandle iv(lb.value.getType());
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builder = new LoopBuilder(&iv, lb.value, ub.value, step);
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builder = new AffineLoopNestBuilder(&iv, lb.value, ub.value, step);
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return iv;
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}
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@ -318,7 +318,7 @@ struct PythonLoopContext {
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PythonValueHandle lb, ub;
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int64_t step;
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LoopBuilder *builder = nullptr;
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AffineLoopNestBuilder *builder = nullptr;
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};
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struct PythonLoopNestContext {
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37
third_party/mlir/include/mlir/EDSC/Builders.h
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37
third_party/mlir/include/mlir/EDSC/Builders.h
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@ -24,6 +24,7 @@
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#define MLIR_EDSC_BUILDERS_H_
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#include "mlir/Dialect/AffineOps/AffineOps.h"
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#include "mlir/Dialect/LoopOps/LoopOps.h"
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#include "mlir/Dialect/StandardOps/Ops.h"
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#include "mlir/Dialect/VectorOps/VectorOps.h"
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#include "mlir/IR/Builders.h"
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@ -161,8 +162,14 @@ public:
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/// Constructs a new AffineForOp and captures the associated induction
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/// variable. A ValueHandle pointer is passed as the first argument and is the
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/// *only* way to capture the loop induction variable.
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LoopBuilder(ValueHandle *iv, ArrayRef<ValueHandle> lbHandles,
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ArrayRef<ValueHandle> ubHandles, int64_t step);
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static LoopBuilder makeAffine(ValueHandle *iv,
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ArrayRef<ValueHandle> lbHandles,
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ArrayRef<ValueHandle> ubHandles, int64_t step);
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/// Constructs a new loop::ForOp and captures the associated induction
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/// variable. A ValueHandle pointer is passed as the first argument and is the
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/// *only* way to capture the loop induction variable.
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static LoopBuilder makeLoop(ValueHandle *iv, ValueHandle lbHandle,
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ValueHandle ubHandle, ValueHandle stepHandle);
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LoopBuilder(const LoopBuilder &) = delete;
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LoopBuilder(LoopBuilder &&) = default;
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@ -172,7 +179,10 @@ public:
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/// The only purpose of this operator is to serve as a sequence point so that
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/// the evaluation of `fun` (which build IR snippets in a scoped fashion) is
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/// scoped within a LoopBuilder.
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ValueHandle operator()(llvm::function_ref<void(void)> fun = nullptr);
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void operator()(llvm::function_ref<void(void)> fun = nullptr);
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private:
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LoopBuilder() = default;
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};
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/// Explicit nested LoopBuilder. Offers a compressed multi-loop builder to avoid
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@ -200,15 +210,34 @@ public:
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/// ```
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class AffineLoopNestBuilder {
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public:
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// This entry point accomodates the fact that AffineForOp implicitly uses
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// multiple `lbs` and `ubs` with one single `iv` and `step` to encode `max`
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// and and `min` constraints respectively.
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AffineLoopNestBuilder(ValueHandle *iv, ArrayRef<ValueHandle> lbs,
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ArrayRef<ValueHandle> ubs, int64_t step);
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AffineLoopNestBuilder(ArrayRef<ValueHandle *> ivs, ArrayRef<ValueHandle> lbs,
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ArrayRef<ValueHandle> ubs, ArrayRef<int64_t> steps);
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ValueHandle operator()(llvm::function_ref<void(void)> fun = nullptr);
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void operator()(llvm::function_ref<void(void)> fun = nullptr);
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private:
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SmallVector<LoopBuilder, 4> loops;
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};
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/// Helper class to sugar building loop.for loop nests from ranges.
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/// This is similar to edsc::AffineLoopNestBuilder except it operates on
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/// loop.for.
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class LoopNestBuilder {
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public:
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LoopNestBuilder(llvm::ArrayRef<edsc::ValueHandle *> ivs,
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ArrayRef<ValueHandle> lbs, ArrayRef<ValueHandle> ubs,
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ArrayRef<ValueHandle> steps);
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void operator()(std::function<void(void)> fun = nullptr);
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private:
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llvm::SmallVector<LoopBuilder, 4> loops;
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};
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// This class exists solely to handle the C++ vexing parse case when
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// trying to enter a Block that has already been constructed.
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class Append {};
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73
third_party/mlir/lib/EDSC/Builders.cpp
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73
third_party/mlir/lib/EDSC/Builders.cpp
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@ -162,12 +162,12 @@ static llvm::Optional<ValueHandle> emitStaticFor(ArrayRef<ValueHandle> lbs,
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ubConst.getValue(), step);
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}
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mlir::edsc::LoopBuilder::LoopBuilder(ValueHandle *iv,
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ArrayRef<ValueHandle> lbHandles,
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ArrayRef<ValueHandle> ubHandles,
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int64_t step) {
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if (auto res = emitStaticFor(lbHandles, ubHandles, step)) {
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*iv = res.getValue();
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mlir::edsc::LoopBuilder mlir::edsc::LoopBuilder::makeAffine(
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ValueHandle *iv, ArrayRef<ValueHandle> lbHandles,
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ArrayRef<ValueHandle> ubHandles, int64_t step) {
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mlir::edsc::LoopBuilder result;
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if (auto staticFor = emitStaticFor(lbHandles, ubHandles, step)) {
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*iv = staticFor.getValue();
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} else {
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SmallVector<Value *, 4> lbs(lbHandles.begin(), lbHandles.end());
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SmallVector<Value *, 4> ubs(ubHandles.begin(), ubHandles.end());
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@ -177,11 +177,24 @@ mlir::edsc::LoopBuilder::LoopBuilder(ValueHandle *iv,
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step);
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}
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auto *body = getForInductionVarOwner(iv->getValue()).getBody();
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enter(body, /*prev=*/1);
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result.enter(body, /*prev=*/1);
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return result;
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}
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ValueHandle
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mlir::edsc::LoopBuilder::operator()(llvm::function_ref<void(void)> fun) {
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mlir::edsc::LoopBuilder
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mlir::edsc::LoopBuilder::makeLoop(ValueHandle *iv, ValueHandle lbHandle,
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ValueHandle ubHandle,
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ValueHandle stepHandle) {
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mlir::edsc::LoopBuilder result;
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auto forOp =
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OperationHandle::createOp<loop::ForOp>(lbHandle, ubHandle, stepHandle);
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*iv = ValueHandle(forOp.getInductionVar());
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auto *body = loop::getForInductionVarOwner(iv->getValue()).getBody();
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result.enter(body, /*prev=*/1);
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return result;
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}
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void mlir::edsc::LoopBuilder::operator()(llvm::function_ref<void(void)> fun) {
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// Call to `exit` must be explicit and asymmetric (cannot happen in the
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// destructor) because of ordering wrt comma operator.
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/// The particular use case concerns nested blocks:
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@ -203,7 +216,12 @@ mlir::edsc::LoopBuilder::operator()(llvm::function_ref<void(void)> fun) {
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if (fun)
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fun();
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exit();
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return ValueHandle::null();
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}
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mlir::edsc::AffineLoopNestBuilder::AffineLoopNestBuilder(
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ValueHandle *iv, ArrayRef<ValueHandle> lbs, ArrayRef<ValueHandle> ubs,
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int64_t step) {
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loops.emplace_back(LoopBuilder::makeAffine(iv, lbs, ubs, step));
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}
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mlir::edsc::AffineLoopNestBuilder::AffineLoopNestBuilder(
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@ -212,13 +230,12 @@ mlir::edsc::AffineLoopNestBuilder::AffineLoopNestBuilder(
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assert(ivs.size() == lbs.size() && "Mismatch in number of arguments");
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assert(ivs.size() == ubs.size() && "Mismatch in number of arguments");
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assert(ivs.size() == steps.size() && "Mismatch in number of arguments");
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for (auto it : llvm::zip(ivs, lbs, ubs, steps)) {
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loops.emplace_back(std::get<0>(it), std::get<1>(it), std::get<2>(it),
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std::get<3>(it));
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}
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for (auto it : llvm::zip(ivs, lbs, ubs, steps))
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loops.emplace_back(LoopBuilder::makeAffine(
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std::get<0>(it), std::get<1>(it), std::get<2>(it), std::get<3>(it)));
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}
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ValueHandle mlir::edsc::AffineLoopNestBuilder::operator()(
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void mlir::edsc::AffineLoopNestBuilder::operator()(
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llvm::function_ref<void(void)> fun) {
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if (fun)
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fun();
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@ -227,10 +244,32 @@ ValueHandle mlir::edsc::AffineLoopNestBuilder::operator()(
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// to be asymmetric (i.e. enter() occurs on LoopBuilder construction, exit()
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// occurs on calling operator()). The asymmetry is required for properly
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// nesting imperfectly nested regions (see LoopBuilder::operator()).
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for (auto lit = loops.rbegin(), eit = loops.rend(); lit != eit; ++lit) {
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for (auto lit = loops.rbegin(), eit = loops.rend(); lit != eit; ++lit)
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(*lit)();
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}
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mlir::edsc::LoopNestBuilder::LoopNestBuilder(ArrayRef<ValueHandle *> ivs,
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ArrayRef<ValueHandle> lbs,
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ArrayRef<ValueHandle> ubs,
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ArrayRef<ValueHandle> steps) {
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assert(ivs.size() == lbs.size() && "expected size of ivs and lbs to match");
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assert(ivs.size() == ubs.size() && "expected size of ivs and ubs to match");
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assert(ivs.size() == steps.size() &&
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"expected size of ivs and steps to match");
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loops.reserve(ivs.size());
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for (auto it : llvm::zip(ivs, lbs, ubs, steps)) {
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loops.emplace_back(LoopBuilder::makeLoop(std::get<0>(it), std::get<1>(it),
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std::get<2>(it), std::get<3>(it)));
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}
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return ValueHandle::null();
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assert(loops.size() == ivs.size() && "Mismatch loops vs ivs size");
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}
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void LoopNestBuilder::LoopNestBuilder::operator()(
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std::function<void(void)> fun) {
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if (fun)
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fun();
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for (auto &lit : reverse(loops))
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lit({});
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}
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mlir::edsc::BlockBuilder::BlockBuilder(BlockHandle bh, Append) {
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1
third_party/mlir/lib/EDSC/CMakeLists.txt
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1
third_party/mlir/lib/EDSC/CMakeLists.txt
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@ -17,6 +17,7 @@ add_dependencies(MLIREDSC MLIRReferenceImplementationTestGen)
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target_link_libraries(MLIREDSC
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PUBLIC
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MLIRAffineOps
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MLIRLoopOps
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MLIRStandardOps
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MLIRTransformUtils
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MLIRVectorOps
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