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[AMD-AIE] Fix ObjectFifoStatefulTransform to handle nested loops (Xil…
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…inx#1164)

Signed-off-by: Jorn Tuyls <jorn.tuyls@amd.com>
Co-authored-by: Jorn Tuyls <jorn.tuyls@gmail.com>
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@Abhishek-Varma @jtuyls
Abhishek-Varma and jtuyls authored Apr 9, 2024
1 parent b334a07 commit 0744d6e
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Showing 2 changed files with 155 additions and 11 deletions.
40 changes: 29 additions & 11 deletions lib/Dialect/AIE/Transforms/AIEObjectFifoStatefulTransform.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -848,6 +848,34 @@ struct AIEObjectFifoStatefulTransformPass
std::vector<std::vector<int>> &dependencies, Value base,
int64_t step, bool inLoop) {
std::vector<Operation *> duplicatedOperations; // operations in current
// Recursive function to replace operands, uses recursion to handle nested
// loop structures.
std::function<void(Operation *, unsigned &, unsigned)> replaceOpsNested =
[&](Operation *op, unsigned &opIndex,
unsigned numDuplications) -> void {
if (auto loopOp = dyn_cast<scf::ForOp>(op)) {
Block *body = loopOp.getBody();
auto withoutTerminator = --body->end();
// NOTE(jornt): This only handles the cases where the nested scf::for is
// located at the start of the body. This should be the most common
// case, but is not fully generic.
if (auto nestedLoop = dyn_cast<scf::ForOp>(body->begin())) {
opIndex++;
replaceOperands(builder, nestedLoop, opIndex, base, step, inLoop,
numDuplications, dependencies, duplicatedOperations);
replaceOpsNested(nestedLoop, opIndex, numDuplications);
} else {
for (auto loopBodyOp = body->begin(); loopBodyOp != withoutTerminator;
++loopBodyOp) {
opIndex++;
replaceOperands(builder, &*loopBodyOp, opIndex, base, step, inLoop,
numDuplications, dependencies,
duplicatedOperations);
}
}
}
};

// duplication iteration
for (int i = 0; i < numDuplications; i++) {
duplicatedOperations.clear();
Expand All @@ -858,17 +886,7 @@ struct AIEObjectFifoStatefulTransformPass
replaceOperands(builder, clone, opIndex, base, step, inLoop, i,
dependencies, duplicatedOperations);
builder.insert(clone);

if (auto nestedLoop = dyn_cast<scf::ForOp>(clone)) {
Block *body = nestedLoop.getBody();
auto withoutTerminator = --body->end();
for (auto loopOp = body->begin(); loopOp != withoutTerminator;
++loopOp) {
opIndex++;
replaceOperands(builder, &*loopOp, opIndex, base, step, inLoop, i,
dependencies, duplicatedOperations);
}
}
replaceOpsNested(clone, opIndex, i);
}
}
}
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126 changes: 126 additions & 0 deletions test/objectFifo-stateful-transform/nested_loop_test.mlir
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Original file line number Diff line number Diff line change
@@ -0,0 +1,126 @@
//===- nested_loop_test.mlir -----------------------------------------*- MLIR -*-===//
//
// Copyright (C) 2024, Advanced Micro Devices, Inc.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
// Date: April 3rd 2024
//
//===----------------------------------------------------------------------===//

// RUN: aie-opt --aie-objectFifo-stateful-transform %s | FileCheck %s

// CHECK-LABEL: aie.device(ipu)
// CHECK: scf.for
// CHECK: {
// CHECK: aie.use_lock
// CHECK: memref.reinterpret_cast
// CHECK: aie.use_lock
// CHECK: memref.reinterpret_cast
// CHECK: scf.for
// CHECK: {
// CHECK: scf.for
// CHECK: {
// CHECK: scf.for
// CHECK: {
// CHECK: scf.for
// CHECK: {
// CHECK: scf.for
// CHECK: {
// CHECK: scf.for
// CHECK: {
// CHECK: memref.load
// CHECK: memref.load
// CHECK: memref.load
// CHECK: arith.muli
// CHECK: arith.addi
// CHECK: memref.store
// CHECK: }
// CHECK: }
// CHECK: }
// CHECK: }
// CHECK: }
// CHECK: }
// CHECK: aie.use_lock
// CHECK: aie.use_lock
// CHECK: aie.use_lock
// CHECK: memref.reinterpret_cast
// CHECK: aie.use_lock
// CHECK: memref.reinterpret_cast
// CHECK: scf.for
// CHECK: {
// CHECK: scf.for
// CHECK: {
// CHECK: scf.for
// CHECK: {
// CHECK: scf.for
// CHECK: {
// CHECK: scf.for
// CHECK: {
// CHECK: scf.for
// CHECK: {
// CHECK: memref.load
// CHECK: memref.load
// CHECK: memref.load
// CHECK: arith.muli
// CHECK: arith.addi
// CHECK: memref.store
// CHECK: }
// CHECK: }
// CHECK: }
// CHECK: }
// CHECK: }
// CHECK: }
// CHECK: aie.use_lock
// CHECK: aie.use_lock
// CHECK: }

aie.device(ipu) {
%tile_0_1 = aie.tile(0, 1)
%tile_1_2 = aie.tile(1, 2)
%tile_0_2 = aie.tile(0, 2)
aie.objectfifo @in2(%tile_0_1, {%tile_0_2, %tile_1_2}, 4 : i32) : !aie.objectfifo<memref<32x64xi32, 1>>
aie.objectfifo @in7(%tile_0_1, {%tile_1_2}, 4 : i32) : !aie.objectfifo<memref<64x32xi32, 1>>
aie.objectfifo @in8(%tile_1_2, {%tile_0_1}, 4 : i32) : !aie.objectfifo<memref<32x32xi32, 1>>
%core_1_2 = aie.core(%tile_1_2) {
%c8 = arith.constant 8 : index
%c1 = arith.constant 1 : index
%c4 = arith.constant 4 : index
%c0 = arith.constant 0 : index
%c64 = arith.constant 64 : index
%c960 = arith.constant 960 : index
%0 = aie.objectfifo.acquire @in8(Produce, 1) : !aie.objectfifosubview<memref<32x32xi32, 1>>
%1 = aie.objectfifo.subview.access %0[0] : !aie.objectfifosubview<memref<32x32xi32, 1>> -> memref<32x32xi32, 1>
%reinterpret_cast = memref.reinterpret_cast %1 to offset: [0], sizes: [4, 8, 4, 8], strides: [256, 32, 8, 1] : memref<32x32xi32, 1> to memref<4x8x4x8xi32, 1>
aie.objectfifo.release @in2(Consume, 1)
aie.objectfifo.release @in7(Consume, 1)
scf.for %arg0 = %c64 to %c960 step %c64 {
%10 = aie.objectfifo.acquire @in2(Consume, 1) : !aie.objectfifosubview<memref<32x64xi32, 1>>
%11 = aie.objectfifo.subview.access %10[0] : !aie.objectfifosubview<memref<32x64xi32, 1>> -> memref<32x64xi32, 1>
%reinterpret_cast_4 = memref.reinterpret_cast %11 to offset: [0], sizes: [8, 8, 4, 8], strides: [256, 32, 8, 1] : memref<32x64xi32, 1> to memref<8x8x4x8xi32, 1>
%12 = aie.objectfifo.acquire @in7(Consume, 1) : !aie.objectfifosubview<memref<64x32xi32, 1>>
%13 = aie.objectfifo.subview.access %12[0] : !aie.objectfifosubview<memref<64x32xi32, 1>> -> memref<64x32xi32, 1>
%reinterpret_cast_5 = memref.reinterpret_cast %13 to offset: [0], sizes: [4, 8, 8, 8], strides: [512, 64, 8, 1] : memref<64x32xi32, 1> to memref<4x8x8x8xi32, 1>
scf.for %arg1 = %c0 to %c8 step %c1 {
scf.for %arg2 = %c0 to %c4 step %c1 {
scf.for %arg3 = %c0 to %c8 step %c1 {
scf.for %arg4 = %c0 to %c4 step %c1 {
scf.for %arg5 = %c0 to %c8 step %c1 {
scf.for %arg6 = %c0 to %c8 step %c1 {
%14 = memref.load %reinterpret_cast_4[%arg3, %arg1, %arg4, %arg6] : memref<8x8x4x8xi32, 1>
%15 = memref.load %reinterpret_cast_5[%arg2, %arg3, %arg6, %arg5] : memref<4x8x8x8xi32, 1>
%16 = memref.load %reinterpret_cast[%arg2, %arg1, %arg4, %arg5] : memref<4x8x4x8xi32, 1>
%17 = arith.muli %14, %15 : i32
%18 = arith.addi %16, %17 : i32
memref.store %18, %reinterpret_cast[%arg2, %arg1, %arg4, %arg5] : memref<4x8x4x8xi32, 1>
}
}
}
}
}
}
aie.objectfifo.release @in2(Consume, 1)
aie.objectfifo.release @in7(Consume, 1)
}
aie.end
}
}

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