derek.holloway
7502bf64a4
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56 lines
3.0 KiB
MLIR
56 lines
3.0 KiB
MLIR
// RUN: mlir-opt \
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// RUN: --pass-pipeline="builtin.module(func.func(shard-partition))" \
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// RUN: %s | FileCheck %s
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shard.grid @grid(shape = 4)
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// CHECK-LABEL: func @test_alloc_tensor_op
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// CHECK-SAME: tensor<?x2xf32>
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func.func @test_alloc_tensor_op(%t: tensor<?x8xf32>, %sz: index)
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{
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%sharding = shard.sharding @grid split_axes = [[], [0]] : !shard.sharding
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%sharded = shard.shard %t to %sharding : tensor<?x8xf32>
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// CHECK: bufferization.alloc_tensor(%{{.*}}) : tensor<?x2xf32>
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%0 = bufferization.alloc_tensor(%sz) : tensor<?x8xf32>
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%sharded0 = shard.shard %0 to %sharding : tensor<?x8xf32>
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%sharded1 = shard.shard %sharded to %sharding annotate_for_users : tensor<?x8xf32>
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// CHECK: bufferization.alloc_tensor() copy(%{{.*}}) {escape = true} : tensor<?x2xf32>
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%4 = bufferization.alloc_tensor() copy(%sharded1) {escape = true} : tensor<?x8xf32>
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%sharded4 = shard.shard %4 to %sharding : tensor<?x8xf32>
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return
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}
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// CHECK-LABEL: func @test_dealloc_tensor_op
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// CHECK-SAME: tensor<1xi32>
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func.func @test_dealloc_tensor_op(%arg0: tensor<4xi32>) {
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%sharding = shard.sharding @grid split_axes = [[0]] : !shard.sharding
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%sharded = shard.shard %arg0 to %sharding : tensor<4xi32>
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%sharded1 = shard.shard %sharded to %sharding annotate_for_users : tensor<4xi32>
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// CHECK: bufferization.dealloc_tensor {{.*}} : tensor<1xi32>
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bufferization.dealloc_tensor %sharded1 : tensor<4xi32>
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return
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}
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// CHECK-LABEL: func @test_materialize_in_destination_op
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// CHECK-SAME: tensor<2xf32>) -> tensor<2xf32>
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func.func @test_materialize_in_destination_op(
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%arg0: tensor<?xf32>, %arg1: tensor<?xf32>, %arg2: tensor<8xf32>) -> tensor<8xf32> {
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%sharding = shard.sharding @grid split_axes = [[0]] : !shard.sharding
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%sharded0 = shard.shard %arg0 to %sharding : tensor<?xf32>
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%sharded1 = shard.shard %arg1 to %sharding : tensor<?xf32>
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%sharded2 = shard.shard %arg2 to %sharding : tensor<8xf32>
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%sharded0_in = shard.shard %sharded0 to %sharding annotate_for_users : tensor<?xf32>
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%sharded1_in = shard.shard %sharded1 to %sharding annotate_for_users : tensor<?xf32>
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// CHECK: bufferization.materialize_in_destination {{.*}} : (tensor<?xf32>, tensor<?xf32>) -> tensor<?xf32>
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%0 = bufferization.materialize_in_destination %sharded0_in in %sharded1_in : (tensor<?xf32>, tensor<?xf32>) -> tensor<?xf32>
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%sharded_res0 = shard.shard %0 to %sharding : tensor<?xf32>
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// CHECK: bufferization.materialize_in_destination {{.*}} : (tensor<?xf32>, tensor<2xf32>) -> tensor<2xf32>
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%sharded0_in2 = shard.shard %sharded0 to %sharding annotate_for_users : tensor<?xf32>
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%sharded2_in1 = shard.shard %sharded2 to %sharding annotate_for_users : tensor<8xf32>
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%1 = bufferization.materialize_in_destination %sharded0_in2 in %sharded2_in1 : (tensor<?xf32>, tensor<8xf32>) -> tensor<8xf32>
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%sharded_res1 = shard.shard %1 to %sharding : tensor<8xf32>
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%sharded_res1_in = shard.shard %sharded_res1 to %sharding annotate_for_users : tensor<8xf32>
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// CHECK tensor<2xf32>
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return %sharded_res1_in : tensor<8xf32>
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}
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