torch-mlir/test/Dialect/ATen/aten_addmm.mlir

21 lines
939 B
MLIR

// RUN: npcomp-opt %s -aten-layer-name -aten-op-report |& FileCheck %s
// CHECK-LABEL: "L1-addmm-0": {
// CHECK-NEXT: "activation_in": 1024,
// CHECK-NEXT: "activation_out": 16,
// CHECK-NEXT: "ops:+": 16,
// CHECK-NEXT: "ops:MAC": 16384,
// CHECK-NEXT: "parameters_in": 16400,
// CHECK-NEXT: "reads": 17424,
// CHECK-NEXT: "writes": 16
//
module {
func @graph(%arg0: tensor<1x1024xf32>, %arg1: tensor<16x1024xf32>, %arg2: tensor<16xf32>) -> tensor<1x16xf32> {
%0 = "aten.t"(%arg1) : (tensor<16x1024xf32>) -> tensor<1024x16xf32>
%1 = "aten.constant"() {type = "i32", value = 1 : i32} : () -> i32
%2 = "aten.constant"() {type = "i32", value = 1 : i32} : () -> i32
%3 = "aten.addmm"(%arg2, %arg0, %0, %1, %2) : (tensor<16xf32>, tensor<1x1024xf32>, tensor<1024x16xf32>, i32, i32) -> tensor<1x16xf32>
"std.return"(%3) : (tensor<1x16xf32>) -> ()
}
}