| // RUN: iree-run-mlir -iree-hal-target-backends=interpreter-bytecode %s | IreeFileCheck %s |
| // RUN: [[ $IREE_VULKAN_DISABLE == 1 ]] || (iree-run-mlir -iree-hal-target-backends=vulkan-spirv %s | IreeFileCheck %s) |
| |
| // CHECK-LABEL: EXEC @dot_passthrough |
| func @dot_passthrough() -> tensor<1x3xf32> { |
| %lhs = iree.unfoldable_constant dense<[[0.3, 0.5]]> : tensor<1x2xf32> |
| %rhs = iree.unfoldable_constant dense<[[0.1, 0.2, 0.3], [0.4, 0.5, 0.6]]> : tensor<2x3xf32> |
| %res = "xla_hlo.dot"(%lhs, %rhs) {precision_config = ["DEFAULT", "DEFAULT"]} : (tensor<1x2xf32>, tensor<2x3xf32>) -> tensor<1x3xf32> |
| return %res : tensor<1x3xf32> |
| } |
| |
| // CHECK: 1x3xf32=[0.23 0.31 0.39] |
| |
| // CHECK-LABEL: EXEC @dot_general_lower |
| func @dot_general_lower() -> tensor<1x1x3xf32> { |
| %lhs = iree.unfoldable_constant dense<[[[0.3, 0.5]]]> : tensor<1x1x2xf32> |
| %rhs = iree.unfoldable_constant dense<[[0.1, 0.2, 0.3], [0.4, 0.5, 0.6]]> : tensor<2x3xf32> |
| %res = "xla_hlo.dot_general"(%lhs, %rhs) {dot_dimension_numbers = {lhs_batching_dimensions = dense<[]> : tensor<0xi64>, lhs_contracting_dimensions = dense<2> : tensor<1xi64>, rhs_batching_dimensions = dense<[]> : tensor<0xi64>, rhs_contracting_dimensions = dense<0> : tensor<1xi64>}, precision_config = ["DEFAULT", "DEFAULT"]} : (tensor<1x1x2xf32>, tensor<2x3xf32>) -> tensor<1x1x3xf32> |
| return %res : tensor<1x1x3xf32> |
| } |
| |
| // CHECK: 1x1x3xf32=[ |
| // CHECK-SAME: [0.23 0.31 0.39] |
| // CHECK-SAME: ] |
| |
| // CHECK-LABEL: EXEC @dot_general_lower_swapped |
| func @dot_general_lower_swapped() -> tensor<3x1x1xf32> { |
| %lhs = iree.unfoldable_constant dense<[[0.1, 0.2, 0.3], [0.4, 0.5, 0.6]]> : tensor<2x3xf32> |
| %rhs = iree.unfoldable_constant dense<[[[0.3, 0.5]]]> : tensor<1x1x2xf32> |
| %res = "xla_hlo.dot_general"(%lhs, %rhs) {dot_dimension_numbers = {lhs_batching_dimensions = dense<[]> : tensor<0xi64>, lhs_contracting_dimensions = dense<0> : tensor<1xi64>, rhs_batching_dimensions = dense<[]> : tensor<0xi64>, rhs_contracting_dimensions = dense<2> : tensor<1xi64>}, precision_config = ["DEFAULT", "DEFAULT"]} : (tensor<2x3xf32>, tensor<1x1x2xf32>) -> tensor<3x1x1xf32> |
| return %res : tensor<3x1x1xf32> |
| } |
| |
| // CHECK: 3x1x1xf32=[ |
| // CHECK-SAME: [0.23]][ |
| // CHECK-SAME: [0.31]][ |
| // CHECK-SAME: [0.39]] |
