TheRock/compiler/amd-llvm/mlir/test/Dialect/Tosa/invalid_extension.mlir

//--------------------------------------------------------------------------------------------------
// Enable all supported profiles to focus the verification of expected extension requirement errors.
//--------------------------------------------------------------------------------------------------

// RUN: mlir-opt %s -split-input-file -verify-diagnostics -tosa-attach-target="specification_version=1.1.draft profiles=pro_int,pro_fp" -tosa-validate="strict-op-spec-alignment"

// -----
func.func @test_argmax(%arg0: tensor<14x19xbf16>) -> tensor<14xi32> {
  // expected-error@+1 {{'tosa.argmax' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.argmax %arg0 {axis = 1 : i32} : (tensor<14x19xbf16>) -> tensor<14xi32>
  return %0 : tensor<14xi32>
}

// -----
func.func @test_avg_pool2d(%arg0: tensor<1x7x7x9xbf16>, %arg1: tensor<1xbf16>, %arg2: tensor<1xbf16>) -> tensor<1x7x7x9xbf16> {
  // expected-error@+1 {{'tosa.avg_pool2d' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.avg_pool2d %arg0, %arg1, %arg2 {acc_type = f32, kernel = array<i64: 2, 2>, pad = array<i64: 0, 1, 0, 1>, stride = array<i64: 1, 1>} : (tensor<1x7x7x9xbf16>, tensor<1xbf16>, tensor<1xbf16>) -> tensor<1x7x7x9xbf16>
  return %0 : tensor<1x7x7x9xbf16>
}

// -----
func.func @test_conv2d(%arg0: tensor<1x4x4x4xi8>, %arg1: tensor<8x1x1x4xi4>, %arg2: tensor<8xi32>, %arg3: tensor<1xi8>, %arg4: tensor<1xi4>) -> tensor<1x4x4x8xi32> {
  // expected-error@+1 {{'tosa.conv2d' op illegal: requires any of [int4] profiles/extensions to be specified in the target environment}}
  %0 = tosa.conv2d %arg0, %arg1, %arg2, %arg3, %arg4 {acc_type = i32, dilation = array<i64: 1, 1>, pad = array<i64: 0, 0, 0, 0>, stride = array<i64: 1, 1>, local_bound = true} : (tensor<1x4x4x4xi8>, tensor<8x1x1x4xi4>, tensor<8xi32>, tensor<1xi8>, tensor<1xi4>) -> tensor<1x4x4x8xi32>
  return %0 : tensor<1x4x4x8xi32>
}

// -----
func.func @test_conv3d(%arg0: tensor<1x4x8x21x17xi16>, %arg1: tensor<34x1x1x1x17xi8>, %arg2: tensor<34xi48>, %arg3: tensor<1xi16>, %arg4: tensor<1xi8>) -> tensor<1x4x8x21x34xi48> {
  // expected-error@+1 {{'tosa.conv3d' op illegal: requires any of [int16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.conv3d %arg0, %arg1, %arg2, %arg3, %arg4 {acc_type = i48, dilation = array<i64: 1, 1, 1>, pad = array<i64: 0, 0, 0, 0, 0, 0>, stride = array<i64: 1, 1, 1>} : (tensor<1x4x8x21x17xi16>, tensor<34x1x1x1x17xi8>, tensor<34xi48>, tensor<1xi16>, tensor<1xi8>) -> tensor<1x4x8x21x34xi48>
  return %0 : tensor<1x4x8x21x34xi48>
}

// -----
func.func @test_depthwise_conv2d(%arg0: tensor<1x4x4x4xbf16>, %arg1: tensor<1x1x4x2xbf16>, %arg2: tensor<8xbf16>, %arg3: tensor<1xbf16>, %arg4: tensor<1xbf16>) -> tensor<1x4x4x8xbf16> {
  // expected-error@+1 {{'tosa.depthwise_conv2d' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.depthwise_conv2d %arg0, %arg1, %arg2, %arg3, %arg4 {acc_type = f32, dilation = array<i64: 1, 1>, pad = array<i64: 0, 0, 0, 0>, stride = array<i64: 1, 1>} : (tensor<1x4x4x4xbf16>, tensor<1x1x4x2xbf16>, tensor<8xbf16>, tensor<1xbf16>, tensor<1xbf16>) -> tensor<1x4x4x8xbf16>
  return %0 : tensor<1x4x4x8xbf16>
}

// -----
func.func @test_max_pool2d(%arg0: tensor<1x32x32x8xi16>) -> tensor<1x32x32x8xi16> {
  // expected-error@+1 {{'tosa.max_pool2d' op illegal: requires any of [int16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.max_pool2d %arg0 {kernel = array<i64: 1, 1>, pad = array<i64: 0, 0, 0, 0>, stride = array<i64: 1, 1>} : (tensor<1x32x32x8xi16>) -> tensor<1x32x32x8xi16>
  return %0 : tensor<1x32x32x8xi16>
}

// -----
func.func @test_clamp(%arg0: tensor<13x21x3xi16>) -> tensor<13x21x3xi16> {
  // expected-error@+1 {{'tosa.clamp' op illegal: requires any of [int16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.clamp %arg0 {min_val = 0 : i16, max_val = 1 : i16} : (tensor<13x21x3xi16>) -> tensor<13x21x3xi16>
  return %0 : tensor<13x21x3xi16>
}

// -----
func.func @test_sigmoid(%arg0: tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.sigmoid' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.sigmoid %arg0 : (tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_tanh(%arg0: tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.tanh' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.tanh %arg0 : (tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_add(%arg0: tensor<13x21x1xbf16>, %arg1: tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.add' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.add %arg0, %arg1 : (tensor<13x21x1xbf16>, tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_max(%arg0: tensor<13x21x3xbf16>, %arg1: tensor<13x21x1xbf16>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.maximum' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.maximum %arg0, %arg1 : (tensor<13x21x3xbf16>, tensor<13x21x1xbf16>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_mul(%arg0: tensor<13x21x3xbf16>, %arg1: tensor<13x1x3xbf16>, %shift: tensor<1xi8>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.mul' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.mul %arg0, %arg1, %shift : (tensor<13x21x3xbf16>, tensor<13x1x3xbf16>, tensor<1xi8>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_pow(%arg0: tensor<13x21x3xbf16>, %arg1: tensor<13x21x1xbf16>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.pow' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.pow %arg0, %arg1 : (tensor<13x21x3xbf16>, tensor<13x21x1xbf16>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_sub(%arg0: tensor<1x21x3xbf16>, %arg1: tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.sub' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.sub %arg0, %arg1 : (tensor<1x21x3xbf16>, tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_table(%arg0 : tensor<4x5xi16>, %arg1 : tensor<513xi16>) -> () {
  // expected-error@+1 {{'tosa.table' op illegal: requires any of [int16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.table %arg0, %arg1 : (tensor<4x5xi16>, tensor<513xi16>) -> tensor<?x?xi32>
  return
}

// -----
func.func @test_abs(%arg0: tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.abs' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.abs %arg0 : (tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_cos(%arg0: tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.cos' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.cos %arg0 : (tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_exp(%arg0: tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.exp' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.exp %arg0 : (tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_floor(%arg0: tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.floor' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.floor %arg0 : (tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_log(%arg0: tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.log' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.log %arg0 : (tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_negate(%arg0: tensor<13x21x3xbf16>, %arg1: tensor<1xbf16>, %arg2: tensor<1xbf16>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.negate' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.negate %arg0, %arg1, %arg2 : (tensor<13x21x3xbf16>, tensor<1xbf16>, tensor<1xbf16>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_reciprocal(%arg0: tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.reciprocal' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.reciprocal %arg0 : (tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_rsqrt(%arg0: tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.rsqrt' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.rsqrt %arg0 : (tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_equal(%arg0: tensor<13x21x3xbf16>, %arg1: tensor<13x1x3xbf16>) -> tensor<13x21x3xi1> {
  // expected-error@+1 {{'tosa.equal' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.equal %arg0, %arg1 : (tensor<13x21x3xbf16>, tensor<13x1x3xbf16>) -> tensor<13x21x3xi1>
  return %0 : tensor<13x21x3xi1>
}

// -----
func.func @test_reduce_max(%arg0: tensor<13x21x3xbf16>) -> tensor<1x21x3xbf16> {
  // expected-error@+1 {{'tosa.reduce_max' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.reduce_max %arg0 {axis = 0 : i32} : (tensor<13x21x3xbf16>) -> tensor<1x21x3xbf16>
  return %0 : tensor<1x21x3xbf16>
}

// -----
func.func @test_concat(%arg0: tensor<13x21x3xbf16>, %arg1: tensor<13x21x3xbf16>) -> tensor<26x21x3xbf16> {
  // expected-error@+1 {{'tosa.concat' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.concat %arg0, %arg1 {axis = 0 : i32} : (tensor<13x21x3xbf16>, tensor<13x21x3xbf16>) -> tensor<26x21x3xbf16>
  return %0 : tensor<26x21x3xbf16>
}

// -----
func.func @test_concat(%arg0: tensor<13x21x3xi16>, %arg1: tensor<13x21x3xi16>) -> tensor<26x21x3xi16> {
  // expected-error@+1 {{'tosa.concat' op illegal: requires any of [int16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.concat %arg0, %arg1 {axis = 0 : i32} : (tensor<13x21x3xi16>, tensor<13x21x3xi16>) -> tensor<26x21x3xi16>
  return %0 : tensor<26x21x3xi16>
}

// -----
func.func @test_pad(%arg0: tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16> {
  %padding = tosa.const_shape {values = dense<0> : tensor<6xindex>} : () -> !tosa.shape<6>
  // expected-error@+1 {{'tosa.const' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %pad_const = "tosa.const"() {values = dense<3.14> : tensor<1xbf16>} : () -> tensor<1xbf16>
  // expected-error@+1 {{'tosa.pad' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.pad %arg0, %padding, %pad_const : (tensor<13x21x3xbf16>, !tosa.shape<6>, tensor<1xbf16>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_reshape(%arg0: tensor<13x21x3xbf16>) -> tensor<1x819xbf16> {
  %1 = tosa.const_shape {values = dense<[1, 819]> : tensor<2xindex>} : () -> !tosa.shape<2>
  // expected-error@+1 {{'tosa.reshape' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.reshape %arg0, %1 : (tensor<13x21x3xbf16>, !tosa.shape<2>) -> tensor<1x819xbf16>
  return %0 : tensor<1x819xbf16>
}

// -----
func.func @test_reverse(%arg0: tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.reverse' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.reverse %arg0 {axis = 0 : i32} : (tensor<13x21x3xbf16>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_slice(%arg0: tensor<13x21x3xbf16>) -> tensor<4x11x1xbf16> {
  %size = tosa.const_shape {values = dense<[4, 11, 1]> : tensor<3xindex>} : () -> !tosa.shape<3>
  %start = tosa.const_shape {values = dense<[6, 8, 0]> : tensor<3xindex>} : () -> !tosa.shape<3>
  // expected-error@+1 {{'tosa.slice' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.slice %arg0, %start, %size : (tensor<13x21x3xbf16>, !tosa.shape<3>, !tosa.shape<3>) -> tensor<4x11x1xbf16>
  return %0 : tensor<4x11x1xbf16>
}

// -----
func.func @test_tile(%arg0: tensor<13x21x3xbf16>) -> tensor<39x21x6xbf16> {
  %cst = tosa.const_shape { values = dense<[3, 1, 2]> : tensor<3xindex> } : () -> !tosa.shape<3>
  // expected-error@+1 {{'tosa.tile' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.tile %arg0, %cst: (tensor<13x21x3xbf16>, !tosa.shape<3>) -> tensor<39x21x6xbf16>
  return %0 : tensor<39x21x6xbf16>
}

// -----
func.func @test_transpose(%arg0: tensor<13x21x3xbf16>) -> tensor<3x13x21xbf16> {
  // expected-error@+1 {{'tosa.transpose' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %1 = tosa.transpose %arg0 {perms = array<i32: 2, 0, 1>} : (tensor<13x21x3xbf16>) -> tensor<3x13x21xbf16>
  return %1 : tensor<3x13x21xbf16>
}

// -----
func.func @test_gather(%arg0: tensor<13x21x3xbf16>, %arg1: tensor<13x26xi32>) -> tensor<13x26x3xbf16> {
  // expected-error@+1 {{'tosa.gather' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.gather %arg0, %arg1 : (tensor<13x21x3xbf16>, tensor<13x26xi32>) -> tensor<13x26x3xbf16>
  return %0 : tensor<13x26x3xbf16>
}

// -----
func.func @test_row_gather_block_scaled(%arg0: tensor<13x21x32xf4E2M1FN>, %arg1: tensor<13x21x1xf8E8M0FNU>, %arg2: tensor<13x26xi32>) -> (tensor<13x52x32xf4E2M1FN>, tensor<13x52x1xf8E8M0FNU>) {
  %row_count = "tosa.const"() {values = dense<2> : tensor<1xi32>} : () -> tensor<1xi32>
  // expected-error@+1 {{'tosa.row_gather_block_scaled' op illegal: requires any of [mxfp] profiles/extensions to be specified in the target environment}}
  %0:2 = tosa.row_gather_block_scaled %arg0, %arg1, %arg2, %row_count {block_size = #tosa.block_size<BLOCK_SIZE_32>} : (tensor<13x21x32xf4E2M1FN>, tensor<13x21x1xf8E8M0FNU>, tensor<13x26xi32>, tensor<1xi32>) -> (tensor<13x52x32xf4E2M1FN>, tensor<13x52x1xf8E8M0FNU>)
  return %0#0, %0#1 : tensor<13x52x32xf4E2M1FN>, tensor<13x52x1xf8E8M0FNU>
}

// -----
func.func @test_scatter(%arg0: tensor<13x26x3xbf16>, %arg1: tensor<13x26xi32>, %arg2: tensor<13x26x3xbf16>) -> tensor<13x26x3xbf16> {
  // expected-error@+1 {{'tosa.scatter' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.scatter %arg0, %arg1, %arg2 : (tensor<13x26x3xbf16>, tensor<13x26xi32>, tensor<13x26x3xbf16>) -> tensor<13x26x3xbf16>
  return %0 : tensor<13x26x3xbf16>
}

// -----
func.func @test_resize(%arg0: tensor<1x32x32x8xbf16>) -> tensor<1x64x64x8xbf16> {
  %scale = tosa.const_shape { values = dense<[4, 2, 4, 2]> : tensor<4xindex> } : () -> !tosa.shape<4>
  %offset = tosa.const_shape { values = dense<[-1, -1]> : tensor<2xindex> } : () -> !tosa.shape<2>
  %border = tosa.const_shape { values = dense<[1, 1]> : tensor<2xindex> } : () -> !tosa.shape<2>
  // expected-error@+1 {{'tosa.resize' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %1 = tosa.resize %arg0, %scale, %offset, %border { mode = BILINEAR } : (tensor<1x32x32x8xbf16>, !tosa.shape<4>, !tosa.shape<2>, !tosa.shape<2>) -> tensor<1x64x64x8xbf16>
  return %1 : tensor<1x64x64x8xbf16>
}

// -----
func.func @test_cast_i8_bf16(%arg0: tensor<13x21x3xi8>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.cast' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.cast %arg0 : (tensor<13x21x3xi8>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_cast_bf16_i8(%arg0: tensor<13x21x3xbf16>) -> tensor<13x21x3xi8> {
  // expected-error@+1 {{'tosa.cast' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.cast %arg0 : (tensor<13x21x3xbf16>) -> tensor<13x21x3xi8>
  return %0 : tensor<13x21x3xi8>
}

// -----
func.func @test_cast_f32_bf16(%arg0: tensor<13x21x3xf32>) -> tensor<13x21x3xbf16> {
  // expected-error@+1 {{'tosa.cast' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.cast %arg0 : (tensor<13x21x3xf32>) -> tensor<13x21x3xbf16>
  return %0 : tensor<13x21x3xbf16>
}

// -----
func.func @test_fft2d(%arg0: tensor<1x4x8xf32>, %arg1: tensor<1x4x8xf32>) -> (tensor<1x4x8xf32>, tensor<1x4x8xf32>) {
  // expected-error@+1 {{'tosa.fft2d' op illegal: requires any of [fft] profiles/extensions to be specified in the target environment}}
  %0, %1 = tosa.fft2d %arg0, %arg1 {inverse = false} : (tensor<1x4x8xf32>, tensor<1x4x8xf32>) -> (tensor<1x4x8xf32>, tensor<1x4x8xf32>)
  return %0, %1 : tensor<1x4x8xf32>, tensor<1x4x8xf32>
}

// -----
func.func @test_const_i4() -> tensor<3x11x11x3xi4> {
  // expected-error@+1 {{'tosa.const' op illegal: requires any of [int4] profiles/extensions to be specified in the target environment}}
  %0 = "tosa.const"() {values = dense<0> : tensor<3x11x11x3xi4>} : () -> tensor<3x11x11x3xi4>
  return %0 : tensor<3x11x11x3xi4>
}

// -----
func.func @test_const_i48() -> tensor<3x11x11x3xi48> {
  // expected-error@+1 {{'tosa.const' op illegal: requires any of [int16] profiles/extensions to be specified in the target environment}}
  %0 = "tosa.const"() {values = dense<0> : tensor<3x11x11x3xi48>} : () -> tensor<3x11x11x3xi48>
  return %0 : tensor<3x11x11x3xi48>
}

// -----
// CHECK-LABEL: identity
func.func @test_identity(%arg0: tensor<13x21x3xi4>) -> tensor<13x21x3xi4> {
  // expected-error@+1 {{'tosa.identity' op illegal: requires any of [int4] profiles/extensions to be specified in the target environment}}
  %0 = tosa.identity %arg0 : (tensor<13x21x3xi4>) -> tensor<13x21x3xi4>
  return %0 : tensor<13x21x3xi4>
}

// -----
module {
  // expected-error@+1 {{'tosa.variable' op illegal: requires any of [variable] profiles/extensions to be specified in the target environment}}
  tosa.variable @stored_var = dense<-1> : tensor<2x4x8xi8>

  func.func @test_variable_read_type(%arg0: tensor<2x4x8xi8>) -> () {
    // expected-error@+1 {{'tosa.variable_read' op illegal: requires any of [variable] profiles/extensions to be specified in the target environment}}
    %0 = tosa.variable_read @stored_var : tensor<2x4x8xi8>
    return
  }
}

// -----
module {
  // expected-error@+1 {{'tosa.variable' op illegal: requires any of [variable] profiles/extensions to be specified in the target environment}}
  tosa.variable @stored_var = dense<-1> : tensor<2x4x8xi8>

  func.func @test_variable_write_type(%arg0: tensor<2x4x8xi8>) -> () {
    // expected-error@+1 {{'tosa.variable_write' op illegal: requires any of [variable] profiles/extensions to be specified in the target environment}}
    tosa.variable_write @stored_var, %arg0 : tensor<2x4x8xi8>
    return
  }
}

// -----
func.func @test_cast_bf16_i32(%arg0: tensor<13x21x3xbf16>) -> tensor<13x21x3xi32> {
  // expected-error@+1 {{'tosa.cast' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.cast %arg0 : (tensor<13x21x3xbf16>) -> tensor<13x21x3xi32>
  return %0 : tensor<13x21x3xi32>
}

// -----
func.func @test_cond_if(%arg0: tensor<f32>, %arg1: tensor<f32>, %arg2: tensor<i1>) -> tensor<f32> {
  // expected-error@+1 {{'tosa.cond_if' op illegal: requires [controlflow] but not enabled in target}}
  %0 = tosa.cond_if %arg2 : tensor<i1> -> tensor<f32> {
    %1 = tosa.add %arg0, %arg1 : (tensor<f32>, tensor<f32>) -> tensor<f32>
    tosa.yield %1 : tensor<f32>
  } else {
    %1 = tosa.sub %arg0, %arg1 : (tensor<f32>, tensor<f32>) -> tensor<f32>
    tosa.yield %1 : tensor<f32>
  }
  return %0 : tensor<f32>
}

// -----
func.func @test_while_loop(%arg0: tensor<10xi32>, %arg1: tensor<i32>) {
  %0 = "tosa.const"() {values = dense<0> : tensor<i32>} : () -> tensor<i32>
  // expected-error@+1 {{'tosa.while_loop' op illegal: requires [controlflow] but not enabled in target}}
  %1:3 = tosa.while_loop (%arg2 = %0, %arg3 = %0, %arg4 = %arg0) : (tensor<i32>, tensor<i32>, tensor<10xi32>) -> (tensor<i32>, tensor<i32>, tensor<10xi32>) {
    %2 = tosa.greater_equal %arg3, %arg1 : (tensor<i32>, tensor<i32>) -> tensor<i1>
    %3 = tosa.logical_not %2 : (tensor<i1>) -> tensor<i1>
    tosa.yield %3 : tensor<i1>
  } do {
  ^bb0(%arg2: tensor<i32>, %arg3: tensor<i32>, %arg4: tensor<10xi32>):
    %2 = "tosa.const"() {values = dense<1> : tensor<i32>} : () -> tensor<i32>
    %3 = tosa.add %arg3, %2 : (tensor<i32>, tensor<i32>) -> tensor<i32>
    %7 = tosa.const_shape {values = dense<[1]> : tensor<1xindex>} : () -> !tosa.shape<1>
    %4 = tosa.reshape %2, %7 : (tensor<i32>, !tosa.shape<1>) -> tensor<1xi32>
    %5 = tosa.add %arg4, %4 : (tensor<10xi32>, tensor<1xi32>) -> tensor<10xi32>
    %6 = tosa.add %arg2, %2 : (tensor<i32>, tensor<i32>) -> tensor<i32>
    tosa.yield %6, %3, %5 : tensor<i32>, tensor<i32>, tensor<10xi32>
  }
  return
}

// -----

// CHECK-LABEL: test_single_round_rescale
func.func @test_single_round_rescale(%arg0: tensor<13x21x3xi8>) -> tensor<13x21x3xi8> {
  %multiplier = "tosa.const"() {values = dense<1073741824> : tensor<1xi32> } : () -> tensor<1xi32>
  %shift = "tosa.const"() {values = dense<30> : tensor<1xi8> } : () -> tensor<1xi8>
  %input_zp = "tosa.const"() {values = dense<0> : tensor<1xi8>} : () -> tensor<1xi8>
  %output_zp = "tosa.const"() {values = dense<0> : tensor<1xi8>} : () -> tensor<1xi8>
  // CHECK tosa.rescale
  %0 = tosa.rescale %arg0, %multiplier, %shift, %input_zp, %output_zp {rounding_mode = SINGLE_ROUND, per_channel = false, scale32 = true, input_unsigned = false, output_unsigned = false} : (tensor<13x21x3xi8>, tensor<1xi32>, tensor<1xi8>, tensor<1xi8>, tensor<1xi8>) -> tensor<13x21x3xi8>
  return %0 : tensor<13x21x3xi8>
}

// -----

func.func @test_double_round_rescale(%arg0: tensor<13x21x3xi8>) -> tensor<13x21x3xi8> {
  %multiplier = "tosa.const"() {values = dense<1073741824> : tensor<1xi32> } : () -> tensor<1xi32>
  %shift = "tosa.const"() {values = dense<30> : tensor<1xi8> } : () -> tensor<1xi8>
  %input_zp = "tosa.const"() {values = dense<0> : tensor<1xi8>} : () -> tensor<1xi8>
  %output_zp = "tosa.const"() {values = dense<0> : tensor<1xi8>} : () -> tensor<1xi8>
  // expected-error@+1 {{'tosa.rescale' op failed attribute check: rounding_mode = DOUBLE_ROUND requires extension [doubleround]}}
  %0 = tosa.rescale %arg0, %multiplier, %shift, %input_zp, %output_zp {rounding_mode = DOUBLE_ROUND, per_channel = false, scale32 = true, input_unsigned = false, output_unsigned = false} : (tensor<13x21x3xi8>, tensor<1xi32>, tensor<1xi8>, tensor<1xi8>, tensor<1xi8>) -> tensor<13x21x3xi8>
  return %0 : tensor<13x21x3xi8>
}

// -----

func.func @test_inexact_round_rescale(%arg0: tensor<13x21x3xi8>) -> tensor<13x21x3xi8> {
  %multiplier = "tosa.const"() {values = dense<1073741824> : tensor<1xi32> } : () -> tensor<1xi32>
  %shift = "tosa.const"() {values = dense<30> : tensor<1xi8> } : () -> tensor<1xi8>
  %input_zp = "tosa.const"() {values = dense<0> : tensor<1xi8>} : () -> tensor<1xi8>
  %output_zp = "tosa.const"() {values = dense<0> : tensor<1xi8>} : () -> tensor<1xi8>
  // expected-error@+1 {{'tosa.rescale' op failed attribute check: rounding_mode = INEXACT_ROUND requires extension [inexactround]}}
  %0 = tosa.rescale %arg0, %multiplier, %shift, %input_zp, %output_zp {rounding_mode = INEXACT_ROUND, per_channel = false, scale32 = true, input_unsigned = false, output_unsigned = false} : (tensor<13x21x3xi8>, tensor<1xi32>, tensor<1xi8>, tensor<1xi8>, tensor<1xi8>) -> tensor<13x21x3xi8>
  return %0 : tensor<13x21x3xi8>
}

// -----

func.func @test_pad_non_const(%arg0: tensor<13x21x3xi8>, %arg1: tensor<1xi8>) -> tensor<13x22x4xi8> {
  %0 = tosa.const_shape {values = dense<[0, 0, 0, 1, 0, 1]> : tensor<6xindex>} : () -> !tosa.shape<6>
  // expected-error@+1 {{'tosa.pad' op expected compile time resolvable constant, but got variable value for operand #2}}
  %1 = tosa.pad %arg0, %0, %arg1 : (tensor<13x21x3xi8>, !tosa.shape<6>, tensor<1xi8>) -> tensor<13x22x4xi8>
  return %1 : tensor<13x22x4xi8>
}

// -----

func.func @test_rescale_non_const_multiplier(%arg0: tensor<13x21x3xi32>, %multiplier: tensor<1xi32>) -> tensor<13x21x3xi32> {
  %zps = "tosa.const"() {values = dense<0> : tensor<1xi32> } : () -> tensor<1xi32>
  %shift = "tosa.const"() {values = dense<30> : tensor<1xi8> } : () -> tensor<1xi8>
  // expected-error@+1 {{'tosa.rescale' op expected compile time resolvable constant, but got variable value for operand #1}}
  %0 = tosa.rescale %arg0, %multiplier, %shift, %zps, %zps {rounding_mode = SINGLE_ROUND, input_zp = 0 : i32, output_zp = 0 : i32, per_channel = false, scale32 = true, input_unsigned = false, output_unsigned = false} : (tensor<13x21x3xi32>, tensor<1xi32>, tensor<1xi8>, tensor<1xi32>, tensor<1xi32>) -> tensor<13x21x3xi32>
  return %0 : tensor<13x21x3xi32>
}

// -----

func.func @test_rescale_non_const_shift(%arg0: tensor<13x21x3xi32>, %shift: tensor<1xi8>) -> tensor<13x21x3xi32> {
  %zps = "tosa.const"() {values = dense<0> : tensor<1xi32> } : () -> tensor<1xi32>
  %multiplier = "tosa.const"() {values = dense<1073741824> : tensor<1xi32> } : () -> tensor<1xi32>
  // expected-error@+1 {{'tosa.rescale' op expected compile time resolvable constant, but got variable value for operand #2}}
  %0 = tosa.rescale %arg0, %multiplier, %shift, %zps, %zps {rounding_mode = SINGLE_ROUND, input_zp = 0 : i32, output_zp = 0 : i32, per_channel = false, scale32 = true, input_unsigned = false, output_unsigned = false} : (tensor<13x21x3xi32>, tensor<1xi32>, tensor<1xi8>, tensor<1xi32>, tensor<1xi32>) -> tensor<13x21x3xi32>
  return %0 : tensor<13x21x3xi32>
}

// -----

func.func @test_conv2d_non_const_input_zp(%arg0: tensor<1x4x4x4xi8>, %arg1: tensor<8x1x1x4xi8>, %arg2: tensor<8xi32>, %arg3: tensor<1xi8>) -> tensor<1x4x4x8xi32> {
  %weight_zp = "tosa.const"() {values = dense<0> : tensor<1xi8> } : () -> tensor<1xi8>
  // expected-error@+1 {{'tosa.conv2d' op expected compile time resolvable constant, but got variable value for operand #3}}
  %0 = tosa.conv2d %arg0, %arg1, %arg2, %arg3, %weight_zp {acc_type = i32, dilation = array<i64: 1, 1>, pad = array<i64: 0, 0, 0, 0>, stride = array<i64: 1, 1>, local_bound = true} : (tensor<1x4x4x4xi8>, tensor<8x1x1x4xi8>, tensor<8xi32>, tensor<1xi8>, tensor<1xi8>) -> tensor<1x4x4x8xi32>
  return %0 : tensor<1x4x4x8xi32>
}

// -----

func.func @test_conv3d_non_const_weight_zp(%arg0: tensor<1x4x8x21x17xi8>, %arg1: tensor<34x1x1x1x17xi8>, %arg2: tensor<34xi32>, %arg3: tensor<1xi8>) -> tensor<1x4x8x21x34xi32> {
  %input_zp = "tosa.const"() {values = dense<0> : tensor<1xi8> } : () -> tensor<1xi8>
  // expected-error@+1 {{'tosa.conv3d' op expected compile time resolvable constant, but got variable value for operand #4}}
  %0 = tosa.conv3d %arg0, %arg1, %arg2, %input_zp, %arg3 {acc_type = i32, dilation = array<i64: 1, 1, 1>, pad = array<i64: 0, 0, 0, 0, 0, 0>, stride = array<i64: 1, 1, 1>} : (tensor<1x4x8x21x17xi8>, tensor<34x1x1x1x17xi8>, tensor<34xi32>, tensor<1xi8>, tensor<1xi8>) -> tensor<1x4x8x21x34xi32>
  return %0 : tensor<1x4x8x21x34xi32>
}

// -----

func.func @test_depthwise_conv2d_non_const_input_zp(%arg0: tensor<1x4x4x4xi8>, %arg1: tensor<1x1x4x2xi8>, %arg2: tensor<8xi32>, %arg3: tensor<1xi8>) -> tensor<1x4x4x8xi32> {
  %weight_zp = "tosa.const"() {values = dense<0> : tensor<1xi8> } : () -> tensor<1xi8>
  // expected-error@+1 {{'tosa.depthwise_conv2d' op expected compile time resolvable constant, but got variable value for operand #3}}
  %0 = tosa.depthwise_conv2d %arg0, %arg1, %arg2, %arg3, %weight_zp {acc_type = i32, dilation = array<i64: 1, 1>, pad = array<i64: 0, 0, 0, 0>, stride = array<i64: 1, 1>} : (tensor<1x4x4x4xi8>, tensor<1x1x4x2xi8>, tensor<8xi32>, tensor<1xi8>, tensor<1xi8>) -> tensor<1x4x4x8xi32>
  return %0 : tensor<1x4x4x8xi32>
}

// -----

func.func @test_transpose_conv2d_non_const_weight_zp(%arg0: tensor<1x4x4x4xi8>, %arg1: tensor<1x1x4x2xi8>, %arg2: tensor<8xi32>, %arg3: tensor<1xi8>) -> tensor<1x4x7x8xi32> {
  %input_zp = "tosa.const"() {values = dense<0> : tensor<1xi8> } : () -> tensor<1xi8>
  // expected-error@+1 {{'tosa.transpose_conv2d' op expected compile time resolvable constant, but got variable value for operand #4}}
  %0 = tosa.transpose_conv2d %arg0, %arg1, %arg2, %input_zp, %arg3 {acc_type = i32, out_pad = array<i64: 0, 0, 0, 0>, stride = array<i64: 1, 1>} : (tensor<1x4x4x4xi8>, tensor<1x1x4x2xi8>, tensor<8xi32>, tensor<1xi8>, tensor<1xi8>) -> tensor<1x4x7x8xi32>
  return %0 : tensor<1x4x7x8xi32>
}

// -----

func.func @test_matmul_non_const_a_zp(%arg0: tensor<1x14x19xf32>, %arg1: tensor<1x19x28xf32>, %a_zp: tensor<1xf32>, %b_zp: tensor<1xf32>) -> tensor<1x14x28xf32> {
  // expected-error@+1 {{'tosa.matmul' op expected compile time resolvable constant, but got variable value for operand #2}}
  %0 = tosa.matmul %arg0, %arg1, %a_zp, %b_zp : (tensor<1x14x19xf32>, tensor<1x19x28xf32>, tensor<1xf32>, tensor<1xf32>)  -> tensor<1x14x28xf32>
  return %0 : tensor<1x14x28xf32>
}

// -----

func.func @test_matmul_non_const_b_zp(%arg0: tensor<1x14x19xf32>, %arg1: tensor<1x19x28xf32>, %b_zp: tensor<1xf32>) -> tensor<1x14x28xf32> {
  %a_zp = "tosa.const"() {values = dense<0.0> : tensor<1xf32> } : () -> tensor<1xf32>
  // expected-error@+1 {{'tosa.matmul' op expected compile time resolvable constant, but got variable value for operand #3}}
  %0 = tosa.matmul %arg0, %arg1, %a_zp, %b_zp : (tensor<1x14x19xf32>, tensor<1x19x28xf32>, tensor<1xf32>, tensor<1xf32>)  -> tensor<1x14x28xf32>
  return %0 : tensor<1x14x28xf32>
}

// -----

func.func @test_mul_non_const(%arg0: tensor<13x21x3xi8>, %arg1: tensor<13x1x3xi8>, %shift: tensor<1xi8>) -> tensor<13x21x3xi32> {
  // expected-error@+1 {{'tosa.mul' op expected compile time resolvable constant, but got variable value for operand #2}}
  %0 = tosa.mul %arg0, %arg1, %shift : (tensor<13x21x3xi8>, tensor<13x1x3xi8>, tensor<1xi8>) -> tensor<13x21x3xi32>
  return %0 : tensor<13x21x3xi32>
}

// -----

func.func @test_table_non_const(%arg0 : tensor<4x5xi8>, %arg1 : tensor<256xi8>) -> () {
  // expected-error@+1 {{'tosa.table' op expected compile time resolvable constant, but got variable value for operand #1}}
  %0 = tosa.table %arg0, %arg1 : (tensor<4x5xi8>, tensor<256xi8>) -> tensor<4x5xi8>
  return
}

// -----

func.func @test_rescale_non_const_input_zp(%arg0: tensor<13x21x3xi32>, %input_zp: tensor<1xi32>) -> tensor<13x21x3xi32> {
  %shift = "tosa.const"() {values = dense<30> : tensor<1xi8> } : () -> tensor<1xi8>
  %multiplier = "tosa.const"() {values = dense<1073741824> : tensor<1xi32> } : () -> tensor<1xi32>
  %output_zp = "tosa.const"() <{values = dense<0> : tensor<1xi32>}> : () -> tensor<1xi32>
  // expected-error@+1 {{'tosa.rescale' op expected compile time resolvable constant, but got variable value for operand #3}}
  %0 = tosa.rescale %arg0, %multiplier, %shift, %input_zp, %output_zp {scale32 = true, rounding_mode = SINGLE_ROUND, per_channel = false, input_unsigned = false, output_unsigned = false} : (tensor<13x21x3xi32>, tensor<1xi32>, tensor<1xi8>, tensor<1xi32>, tensor<1xi32>) -> tensor<13x21x3xi32>
  return %0 : tensor<13x21x3xi32>
}

// -----

func.func @test_negate_non_const_input1_zp(%arg0: tensor<1xf32>, %input_zp: tensor<1xf32>) -> tensor<1xf32> {
  %output_zp = "tosa.const"() {values = dense<0.0> : tensor<1xf32>} : () -> tensor<1xf32>
  // expected-error@+1 {{'tosa.negate' op expected compile time resolvable constant, but got variable value for operand #1}}
  %0 = tosa.negate %arg0, %input_zp, %output_zp : (tensor<1xf32>, tensor<1xf32>, tensor<1xf32>) -> tensor<1xf32>
  return %0 : tensor<1xf32>
}

// -----

func.func @test_avg_pool2d_non_const_output_zp(%arg0: tensor<1x32x32x8xf32>, %output_zp: tensor<1xf32>) -> tensor<1x32x32x8xf32> {
  %input_zp = "tosa.const"() {values = dense<0.0> : tensor<1xf32>} : () -> tensor<1xf32>
  // expected-error@+1 {{'tosa.avg_pool2d' op expected compile time resolvable constant, but got variable value for operand #2}}
  %0 = "tosa.avg_pool2d"(%arg0, %input_zp, %output_zp) {kernel = array<i64: 1, 1>, pad = array<i64: 0, 0, 0, 0>, stride = array<i64: 1, 1>, acc_type = f32} :
         (tensor<1x32x32x8xf32>, tensor<1xf32>, tensor<1xf32>) -> tensor<1x32x32x8xf32>
  return %0 : tensor<1x32x32x8xf32>
}

// -----

func.func @test_avg_pool2d_adaptive_missing_bf16_extension(%arg0: tensor<1x7x7x9xbf16>, %arg1: tensor<1xbf16>, %arg2: tensor<1xbf16>) -> tensor<1x7x7x9xbf16> {
  %kernel = tosa.const_shape {values = dense<[2, 2]> : tensor<2xindex>} : () -> !tosa.shape<2>
  %stride = tosa.const_shape {values = dense<[1, 1]> : tensor<2xindex>} : () -> !tosa.shape<2>
  %pad = tosa.const_shape {values = dense<[0, 1, 0, 1]> : tensor<4xindex>} : () -> !tosa.shape<4>
  // expected-error@+1 {{'tosa.avg_pool2d_adaptive' op illegal: requires any of [bf16] profiles/extensions to be specified in the target environment}}
  %0 = tosa.avg_pool2d_adaptive %arg0, %arg1, %arg2, %kernel, %stride, %pad {acc_type = f32} :
       (tensor<1x7x7x9xbf16>, tensor<1xbf16>, tensor<1xbf16>, !tosa.shape<2>, !tosa.shape<2>, !tosa.shape<4>) -> tensor<1x7x7x9xbf16>
  return %0 : tensor<1x7x7x9xbf16>
}

// -----

func.func @test_mul_shape() {
  %a = tosa.const_shape {values = dense<[1, 2, 3, 4]> : tensor<4xindex>} : () -> !tosa.shape<4>
  %b = tosa.const_shape {values = dense<[5, 6, 7, 8]> : tensor<4xindex>} : () -> !tosa.shape<4>
  // expected-error@+1 {{'tosa.mul_shape' op illegal: requires [shape] but not enabled in target}}
  %c = tosa.mul_shape %a, %b : (!tosa.shape<4>, !tosa.shape<4>) -> !tosa.shape<4>
  return
}

// -----

func.func @test_max_shape() {
  %a = tosa.const_shape {values = dense<[1, 2, 3, 4]> : tensor<4xindex>} : () -> !tosa.shape<4>
  %b = tosa.const_shape {values = dense<[5, 6, 7, 8]> : tensor<4xindex>} : () -> !tosa.shape<4>
  // expected-error@+1 {{'tosa.max_shape' op illegal: requires [shape] but not enabled in target}}
  %c = tosa.max_shape %a, %b : (!tosa.shape<4>, !tosa.shape<4>) -> !tosa.shape<4>
  return
}

// -----

func.func @test_min_shape() {
  %a = tosa.const_shape {values = dense<[1, 2, 3, 4]> : tensor<4xindex>} : () -> !tosa.shape<4>
  %b = tosa.const_shape {values = dense<[5, 6, 7, 8]> : tensor<4xindex>} : () -> !tosa.shape<4>
  // expected-error@+1 {{'tosa.min_shape' op illegal: requires [shape] but not enabled in target}}
  %c = tosa.min_shape %a, %b : (!tosa.shape<4>, !tosa.shape<4>) -> !tosa.shape<4>
  return
}