43be75ad42
This PR adds basic support for scalar-type inputs to some ops (cast and pointer arithmetics) for Triton-MLIR. Also renames getelementptr -> addptr
56 lines
2.3 KiB
MLIR
56 lines
2.3 KiB
MLIR
// RUN: triton-opt %s | FileCheck %s
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func @cast_ops(%scalar_ptr: !tt.ptr<f32>, %scalar_f32: f32, %scalar_i64: i64) {
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// scalar -> scalar
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// CHECK: i64 -> !tt.ptr<f32>
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%0 = tt.int_to_ptr %scalar_i64 : i64 -> !tt.ptr<f32>
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// CHECK: !tt.ptr<f32> -> i64
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%1 = tt.ptr_to_int %scalar_ptr : !tt.ptr<f32> -> i64
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// CHECK: f32 -> f16
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%2 = tt.fp_to_fp %scalar_f32 : f32 -> f16
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// 0D tensor -> 0D tensor
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%tensor_ptr_0d = tt.splat %scalar_ptr : (!tt.ptr<f32>) -> tensor<!tt.ptr<f32>>
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%tensor_f32_0d = tt.splat %scalar_f32 : (f32) -> tensor<f32>
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%tensor_i64_0d = tt.splat %scalar_i64 : (i64) -> tensor<i64>
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// CHECK: tensor<i64> -> tensor<!tt.ptr<f32>>
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%3 = tt.int_to_ptr %tensor_i64_0d : tensor<i64> -> tensor<!tt.ptr<f32>>
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// CHECK: tensor<!tt.ptr<f32>> -> tensor<i64>
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%4 = tt.ptr_to_int %tensor_ptr_0d : tensor<!tt.ptr<f32>> -> tensor<i64>
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// CHECK: tensor<f32> -> tensor<f16>
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%5 = tt.fp_to_fp %tensor_f32_0d : tensor<f32> -> tensor<f16>
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// 1D tensor -> 1D tensor
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%tensor_ptr_1d = tt.splat %scalar_ptr : (!tt.ptr<f32>) -> tensor<16x!tt.ptr<f32>>
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%tensor_f32_1d = tt.splat %scalar_f32 : (f32) -> tensor<16xf32>
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%tensor_i64_1d = tt.splat %scalar_i64 : (i64) -> tensor<16xi64>
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// CHECK: tensor<16xi64> -> tensor<16x!tt.ptr<f32>>
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%6 = tt.int_to_ptr %tensor_i64_1d : tensor<16xi64> -> tensor<16x!tt.ptr<f32>>
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// CHECK: tensor<16x!tt.ptr<f32>> -> tensor<16xi64>
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%7 = tt.ptr_to_int %tensor_ptr_1d : tensor<16x!tt.ptr<f32>> -> tensor<16xi64>
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// CHECK: tensor<16xf32> -> tensor<16xf16>
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%8 = tt.fp_to_fp %tensor_f32_1d : tensor<16xf32> -> tensor<16xf16>
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return
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}
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func @addptr_ops(%scalar_ptr: !tt.ptr<f32>, %scalar_i32: i32) {
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// scalar -> scalar
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// CHECK: !tt.ptr<f32>
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%0 = tt.addptr %scalar_ptr, %scalar_i32 : !tt.ptr<f32>
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// 0D tensor -> 0D tensor
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%tensor_ptr_0d = tt.splat %scalar_ptr : (!tt.ptr<f32>) -> tensor<!tt.ptr<f32>>
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%tensor_i32_0d = tt.splat %scalar_i32 : (i32) -> tensor<i32>
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// CHECK: tensor<!tt.ptr<f32>>
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%1 = tt.addptr %tensor_ptr_0d, %tensor_i32_0d : tensor<!tt.ptr<f32>>
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// 1D tensor -> 1D tensor
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%tensor_ptr_1d = tt.splat %scalar_ptr : (!tt.ptr<f32>) -> tensor<16x!tt.ptr<f32>>
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%tensor_i32_1d = tt.splat %scalar_i32 : (i32) -> tensor<16xi32>
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// CHECK: tensor<16x!tt.ptr<f32>>
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%2 = tt.addptr %tensor_ptr_1d, %tensor_i32_1d : tensor<16x!tt.ptr<f32>>
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return
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}
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