derek.holloway
7502bf64a4
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29 lines
1.7 KiB
MLIR
29 lines
1.7 KiB
MLIR
// RUN: mlir-opt -transform-interpreter %s | FileCheck %s
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func.func @scalarize(%arg0: tensor<24x12xf32>,
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%arg1: tensor<12x25xf32>,
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%arg2: tensor<24x25xf32>) -> tensor<24x25xf32> {
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// The op is first tiled by 10 in the first dimension, which creates a
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// dynamic size, and then scalarized, which brings the dimension to static 1.
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// CHECK: %[[RES_LOOP_1:.*]] = scf.for {{.*}} -> (tensor<24x25xf32>)
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// CHECK: %[[RES_LOOP_2:.*]] = scf.for {{.*}} -> (tensor<?x25xf32>)
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// CHECK: %[[MM:.*]] = linalg.matmul ins(%{{.*}}, %{{.*}} : tensor<1x12
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// CHECK: %[[INS_2:.*]] = tensor.insert_slice %[[MM]] into %{{.*}} [1, 25] [1, 1] : tensor<1x25xf32> into tensor<?x25xf32>
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// CHECK: scf.yield %[[INS_2]] : tensor<?x25xf32>
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// CHECK: %[[INS_1:.*]] = tensor.insert_slice %[[RES_LOOP_2]] into %{{.*}}, 25] [1, 1] : tensor<?x25xf32> into tensor<24x25xf32>
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// CHECK: scf.yield %[[INS_1]] : tensor<24x25xf32>
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%0 = linalg.matmul ins(%arg0, %arg1 : tensor<24x12xf32>, tensor<12x25xf32>) outs(%arg2 : tensor<24x25xf32>) -> tensor<24x25xf32>
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// CHECK: return %[[RES_LOOP_1]] : tensor<24x25xf32>
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func.return %0 : tensor<24x25xf32>
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}
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module attributes {transform.with_named_sequence} {
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transform.named_sequence @__transform_main(%arg1: !transform.any_op {transform.readonly}) {
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%0 = transform.structured.match ops{["linalg.matmul"]} in %arg1 : (!transform.any_op) -> !transform.any_op
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%1, %loops = transform.structured.tile_using_for %0 tile_sizes [10, 0, 0] : (!transform.any_op) -> (!transform.any_op, !transform.any_op)
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%2 = transform.structured.scalarize %1 : (!transform.any_op) -> !transform.any_op
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transform.yield
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}
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}
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