//-------------------------------------------------------------------------------------------------- // Test valid IR in terms of the shape and type of tensor, and the argument type of // operation. Excludes the profile compilance checking since it is performed earlier in the // validation flow. //-------------------------------------------------------------------------------------------------- // RUN: mlir-opt %s -split-input-file -verify-diagnostics -tosa-attach-target="profiles=pro_int,pro_fp extensions=int16,int4,bf16,fp8e4m3,fp8e5m2,fft,variable,controlflow,doubleround,inexactround" -tosa-validate | FileCheck %s // ----- // CHECK-LABEL: test_rescale_input_unsigned func.func @test_rescale_input_unsigned(%arg0: tensor<1x1xui8>) -> (tensor<1x1xi8>) { %0 = "tosa.const"() <{values = dense<1> : tensor<1xi8>}> : () -> tensor<1xi8> %1 = "tosa.const"() <{values = dense<2> : tensor<1xi32>}> : () -> tensor<1xi32> %2 = "tosa.const"() <{values = dense<3> : tensor<1xi8>}> : () -> tensor<1xi8> %3 = "tosa.const"() <{values = dense<-128> : tensor<1xi8>}> : () -> tensor<1xi8> %r = tosa.rescale %arg0, %1, %0, %3, %2 {input_unsigned = true, output_unsigned = false, per_channel = false, rounding_mode = SINGLE_ROUND, scale32 = true} : (tensor<1x1xui8>, tensor<1xi32>, tensor<1xi8>, tensor<1xi8>, tensor<1xi8>) -> tensor<1x1xi8> return %r : tensor<1x1xi8> } // ----- // CHECK-LABEL: test_rescale_output_unsigned func.func @test_rescale_output_unsigned(%arg0: tensor<1x1xi8>) -> (tensor<1x1xui8>) { %0 = "tosa.const"() <{values = dense<1> : tensor<1xi8>}> : () -> tensor<1xi8> %1 = "tosa.const"() <{values = dense<2> : tensor<1xi32>}> : () -> tensor<1xi32> %2 = "tosa.const"() <{values = dense<3> : tensor<1xi8>}> : () -> tensor<1xi8> %3 = "tosa.const"() <{values = dense<-128> : tensor<1xi8>}> : () -> tensor<1xi8> %r = tosa.rescale %arg0, %1, %0, %3, %2 {input_unsigned = false, output_unsigned = true, per_channel = false, rounding_mode = SINGLE_ROUND, scale32 = true} : (tensor<1x1xi8>, tensor<1xi32>, tensor<1xi8>, tensor<1xi8>, tensor<1xi8>) -> tensor<1x1xui8> return %r : tensor<1x1xui8> } // ----- // CHECK-LABEL: test_validate_without_tosa func.func @test_validate_without_tosa(%arg0: f32) -> f32 { %0 = math.asin %arg0 : f32 return %0 : f32 } // ----- // CHECK-LABEL: test_pad_large_input_rank func.func @test_pad_large_input_rank(%arg0: tensor<13x21x3x1x1x1xf32>) -> tensor<13x21x3x1x1x1xf32> { %0 = "tosa.const"() {values = dense<3.14> : tensor<1xf32>} : () -> tensor<1xf32> %padding = tosa.const_shape {values = dense<0> : tensor<12xindex>} : () -> !tosa.shape<12> %1 = tosa.pad %arg0, %padding, %0 : (tensor<13x21x3x1x1x1xf32>, !tosa.shape<12>, tensor<1xf32>) -> tensor<13x21x3x1x1x1xf32> return %1 : tensor<13x21x3x1x1x1xf32> }