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fix batchMatMul-opt pass bug #367

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fix batchMatMul-opt pass bug #367

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f4fcd2c
fix batchMatMul-opt pass bug
Aug 13, 2024
6029d6d
update batchMatMulOpt examples
Aug 14, 2024
c0e3014
Add FileCheck info
Aug 14, 2024
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1 change: 1 addition & 0 deletions examples/BuddyMatmul/.gitignore
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log.*
82 changes: 82 additions & 0 deletions examples/BuddyMatmul/linalg-batch-matmul-f32-1.mlir
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// RUN: mlir-opt %s \
// RUN: -pass-pipeline "builtin.module(func.func(tosa-to-linalg-named, tosa-to-arith, tosa-to-linalg, tosa-to-tensor))" \
// RUN: | buddy-opt \
// RUN: -convert-elementwise-to-linalg \
// RUN: -func-bufferize-dynamic-offset \
// RUN: -arith-bufferize \
// RUN: -func-bufferize \
// RUN: -tensor-bufferize \
// RUN: -linalg-bufferize \
// RUN: -finalizing-bufferize \
// RUN: -batchmatmul-optimize \
// RUN: -convert-linalg-to-affine-loops \
// RUN: -lower-affine \
// RUN: -convert-vector-to-scf \
// RUN: -convert-scf-to-cf \
// RUN: -llvm-request-c-wrappers \
// RUN: -convert-vector-to-llvm \
// RUN: -convert-math-to-llvm \
// RUN: -convert-math-to-libm \
// RUN: -convert-arith-to-llvm \
// RUN: -convert-func-to-llvm \
// RUN: -expand-strided-metadata \
// RUN: -finalize-memref-to-llvm \
// RUN: -reconcile-unrealized-casts \
// RUN: | mlir-cpu-runner -e main -entry-point-result=void \
// RUN: -shared-libs=%mlir_runner_utils_dir/libmlir_runner_utils%shlibext \
// RUN: -shared-libs=%mlir_runner_utils_dir/libmlir_c_runner_utils%shlibext \
// RUN: | FileCheck %s

func.func private @printMemrefF32(memref<*xf32>) attributes { llvm.emit_c_interface }

func.func @main(){

%c0 = arith.constant 0 : index
%c1 = arith.constant 1 : index
%c576 = arith.constant 576 : index
%c1024 = arith.constant 1024 : index
%c1000 = arith.constant 1000 : index
%f2 = arith.constant 2.0 : f32
%f3 = arith.constant 3.0 : f32
%f0 = arith.constant 0.0 : f32

%a = memref.alloc() : memref<1x1x576xf32>
scf.for %arg0 = %c0 to %c1 step %c1 {
scf.for %arg1 = %c0 to %c1 step %c1 {
scf.for %arg2 = %c0 to %c576 step %c1 {
memref.store %f3, %a[%arg0, %arg1, %arg2] : memref<1x1x576xf32>
}
}
}

%b = memref.alloc() : memref<1x576x1024xf32>
scf.for %arg0 = %c0 to %c1 step %c1 {
scf.for %arg1 = %c0 to %c576 step %c1 {
scf.for %arg2 = %c0 to %c1024 step %c1 {
memref.store %f2, %b[%arg0, %arg1, %arg2] : memref<1x576x1024xf32>
}
}
}

%c = memref.alloc() : memref<1x1x1024xf32>
scf.for %arg0 = %c0 to %c1 step %c1 {
scf.for %arg1 = %c0 to %c1 step %c1 {
scf.for %arg2 = %c0 to %c1000 step %c1 {
memref.store %f0, %c[%arg0, %arg1, %arg2] : memref<1x1x1024xf32>
}
}
}

linalg.batch_matmul
ins(%a, %b : memref<1x1x576xf32>, memref<1x576x1024xf32>)
outs(%c : memref<1x1x1024xf32>)


%printed_c = memref.cast %c : memref<1x1x1024xf32> to memref<*xf32>

// CHECK: Unranked Memref base@ = {{.*}} rank = 3 offset = 0 sizes = [1, 1, 1024] strides = [1024, 1024, 1] data =
// CHECK{LITERAL}: [[[3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, 3456, -nan, 3456, 3456, 3456, 3456, 3456]]]
call @printMemrefF32(%printed_c) : (memref<*xf32>) -> ()

return
}
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