Support custom types (4/N): test that it is possible to customize memref layout specification for custom operations and function boundaries. This is purely a test setup (no API modifications) to ensure users are able to pass information from tensors to memrefs within bufferization process. To achieve this, a test pass is required (since bufferization options have to be set manually). As there is already a --test-one-shot-module-bufferize pass present, it is extended for the purpose.
70 lines
2.8 KiB
MLIR
70 lines
2.8 KiB
MLIR
// RUN: mlir-opt %s -allow-unregistered-dialect -pass-pipeline='builtin.module(test.symbol_scope_isolated(test-one-shot-module-bufferize))' -split-input-file | FileCheck %s
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"test.symbol_scope_isolated"() ({
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// CHECK-LABEL: func @inner_func(
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// CHECK-SAME: %[[arg0:.*]]: memref<?xf32
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func.func @inner_func(%t: tensor<?xf32>) -> (tensor<?xf32>, f32) {
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// CHECK-NOT: copy
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%f = arith.constant 1.0 : f32
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%c0 = arith.constant 0 : index
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%c1 = arith.constant 1 : index
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// CHECK: memref.store %{{.*}}, %[[arg0]]
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%0 = tensor.insert %f into %t[%c0] : tensor<?xf32>
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// CHECK: %[[load:.*]] = memref.load %[[arg0]]
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%1 = tensor.extract %0[%c1] : tensor<?xf32>
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// CHECK: return %[[arg0]], %[[load]] : memref<?xf32{{.*}}>, f32
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return %0, %1 : tensor<?xf32>, f32
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}
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// CHECK-LABEL: func @call_func_with_non_tensor_return(
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// CHECK-SAME: %[[arg0:.*]]: memref<?xf32
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func.func @call_func_with_non_tensor_return(
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%t0: tensor<?xf32> {bufferization.writable = true}) -> (f32, tensor<?xf32>) {
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// CHECK-NOT: alloc
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// CHECK-NOT: copy
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// CHECK: %[[call:.*]]:2 = call @inner_func(%[[arg0]])
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%0, %1 = call @inner_func(%t0) : (tensor<?xf32>) -> (tensor<?xf32>, f32)
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// CHECK: return %[[call]]#1, %[[call]]#0 : f32, memref<?xf32{{.*}}>
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return %1, %0 : f32, tensor<?xf32>
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}
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"test.finish" () : () -> ()
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}) : () -> ()
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// -----
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#enc1 = #test.tensor_encoding<"hello">
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#enc2 = #test.tensor_encoding<"not hello">
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"test.symbol_scope_isolated"() ({
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// CHECK: func @inner_func(
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// CHECK-SAME: %[[arg0:.*]]: memref<?xf32, #test.memref_layout<"hello">>)
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// CHECK-SAME: -> memref<?xf32, #test.memref_layout<"hello">>
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func.func @inner_func(%t: tensor<?xf32, #enc1>)
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-> tensor<?xf32, #enc1> {
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// CHECK: return %[[arg0]]
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return %t : tensor<?xf32, #enc1>
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}
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// CHECK: func @outer_func(
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// CHECK-SAME: %[[arg0:.*]]: memref<?xf32, #test.memref_layout<"hello">>)
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// CHECK-SAME: -> (memref<?xf32, #test.memref_layout<"hello">>,
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// CHECK-SAME: memref<?xf32, #test.memref_layout<"not hello">>)
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func.func @outer_func(%t0: tensor<?xf32, #enc1>)
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-> (tensor<?xf32, #enc1>, tensor<?xf32, #enc2>) {
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// CHECK: %[[call:.*]] = call @inner_func(%[[arg0]])
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%0 = call @inner_func(%t0)
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: (tensor<?xf32, #enc1>) -> (tensor<?xf32, #enc1>)
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// CHECK: %[[local:.*]] = "test.create_memref_op"() : ()
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// CHECK-SAME: -> memref<?xf32, #test.memref_layout<"not hello">>
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%local = "test.create_tensor_op"() : () -> tensor<?xf32, #enc2>
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// CHECK: %[[dummy:.*]] = "test.dummy_memref_op"(%[[local]])
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%1 = "test.dummy_tensor_op"(%local) : (tensor<?xf32, #enc2>)
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-> tensor<?xf32, #enc2>
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// CHECK: return %[[call]], %[[dummy]]
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return %0, %1 : tensor<?xf32, #enc1>, tensor<?xf32, #enc2>
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}
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"test.finish" () : () -> ()
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}) : () -> ()
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