| # Copyright 2019 The IREE Authors | |
| # | |
| # Licensed under the Apache License v2.0 with LLVM Exceptions. | |
| # See https://llvm.org/LICENSE.txt for license information. | |
| # SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception | |
| # Tests for end-to-end IREE support of specific features to prevent regression. | |
| # These should focus on support by IREE itself, not for issues with specific runner tools. | |
| # Place those tests in tools/test/ | |
| load("//build_tools/bazel:enforce_glob.bzl", "enforce_glob") | |
| load("//build_tools/bazel:iree_lit_test.bzl", "iree_lit_test_suite") | |
| load("//build_tools/bazel:iree_check_test.bzl", "iree_check_single_backend_test_suite") | |
| package( | |
| features = ["layering_check"], | |
| licenses = ["notice"], # Apache 2.0 | |
| ) | |
| BACKEND_TESTS = [ | |
| "dynamic_abs.mlir", | |
| "dynamic_add.mlir", | |
| "dynamic_dot.mlir", | |
| "dynamic_reduce_min.mlir", | |
| "dynamic_torch_index_select_high_rank.mlir", | |
| "dynamic_torch_index_select_negative.mlir", | |
| "dynamic_torch_index_select_scalar.mlir", | |
| "dynamic_torch_index_select_vector.mlir", | |
| "i1_inlined_constant.mlir", | |
| "linalg_ops.mlir", | |
| "reduction_broadcast_elementwise.mlir", | |
| "softmax.mlir", | |
| "strided_slice.mlir", | |
| "transpose.mlir", | |
| ] | |
| iree_lit_test_suite( | |
| name = "lit", | |
| srcs = enforce_glob( | |
| [ | |
| "fill_i64.mlir", | |
| "globals.mlir", | |
| "libm_linking.mlir", | |
| "scalar.mlir", | |
| "trace_dispatch_tensors.mlir", | |
| "unused_args.mlir", | |
| ], | |
| include = | |
| ["*.mlir"], | |
| # TODO(#5897): enable these for codegen linalg on tensors/etc. | |
| exclude = [ | |
| "associative_reordering.mlir", | |
| "disable_demote_f64_to_f32.mlir", | |
| "globals_ml_program.mlir", | |
| "large_reduction.mlir", | |
| "layernorm.mlir", | |
| "linalg_quantized_matmul_vs_linalg_matmul.mlir", | |
| "lowering_config.mlir", | |
| "softmax_large.mlir", | |
| ] + BACKEND_TESTS, | |
| ), | |
| cfg = "//tests:lit.cfg.py", | |
| tags = [ | |
| "driver=local-task", | |
| "driver=vulkan", | |
| "hostonly", | |
| ], | |
| tools = [ | |
| "//tools:iree-opt", | |
| "//tools:iree-run-mlir", | |
| "@llvm-project//lld", | |
| "@llvm-project//llvm:FileCheck", | |
| ], | |
| ) | |
| iree_check_single_backend_test_suite( | |
| name = "check_regression_llvm-cpu", | |
| srcs = [ | |
| "associative_reordering.mlir", | |
| "layernorm.mlir", | |
| "lowering_config.mlir", | |
| ] + BACKEND_TESTS, | |
| compiler_flags = ["--iree-input-type=mhlo"], | |
| driver = "local-task", | |
| target_backend = "llvm-cpu", | |
| ) | |
| iree_check_single_backend_test_suite( | |
| name = "check_regression_tosa_llvm-cpu", | |
| srcs = [ | |
| # --iree-input-type=tosa is interesting for this test because | |
| # it includes the --iree-linalg-quantized-matmul-to-matmul pass, | |
| # so this tests provides e2e coverage for that pass. | |
| "linalg_quantized_matmul_vs_linalg_matmul.mlir", | |
| ], | |
| compiler_flags = ["--iree-input-type=tosa"], | |
| driver = "local-task", | |
| target_backend = "llvm-cpu", | |
| ) | |
| iree_check_single_backend_test_suite( | |
| name = "check_regression_vmvx", | |
| srcs = [ | |
| "layernorm.mlir", | |
| ] + BACKEND_TESTS, | |
| compiler_flags = ["--iree-input-type=mhlo"], | |
| driver = "local-task", | |
| target_backend = "vmvx", | |
| ) | |
| iree_check_single_backend_test_suite( | |
| name = "check_regression_vulkan-spirv", | |
| # TODO(#10024): Fix layernorm.mlir on Pixel 6 and put in BACKEND_TESTS. | |
| srcs = BACKEND_TESTS, | |
| compiler_flags = ["--iree-input-type=mhlo"], | |
| driver = "vulkan", | |
| target_backend = "vulkan-spirv", | |
| ) | |
| iree_check_single_backend_test_suite( | |
| name = "check_regression_cuda", | |
| srcs = [ | |
| "large_reduction.mlir", | |
| "layernorm.mlir", | |
| ] + BACKEND_TESTS, | |
| compiler_flags = ["--iree-input-type=mhlo"], | |
| driver = "cuda", | |
| tags = [ | |
| # CUDA cuInit fails with sanitizer on. | |
| "noasan", | |
| "nomsan", | |
| "notsan", | |
| "noubsan", | |
| "requires-gpu-nvidia", | |
| ], | |
| target_backend = "cuda", | |
| ) | |
| iree_check_single_backend_test_suite( | |
| name = "aggressive_fusion_test_cuda", | |
| srcs = [ | |
| "softmax.mlir", | |
| "softmax_large.mlir", | |
| ], | |
| compiler_flags = [ | |
| "--iree-flow-enable-aggressive-fusion", | |
| ], | |
| driver = "cuda", | |
| tags = [ | |
| # CUDA cuInit fails with sanitizer on. | |
| "noasan", | |
| "nomsan", | |
| "notsan", | |
| "noubsan", | |
| "requires-gpu-nvidia", | |
| ], | |
| target_backend = "cuda", | |
| ) | |
| iree_check_single_backend_test_suite( | |
| name = "disable_demote_f64_to_f32", | |
| srcs = [ | |
| "disable_demote_f64_to_f32.mlir", | |
| ], | |
| compiler_flags = ["-iree-flow-demote-f64-to-f32=false"], | |
| driver = "local-task", | |
| target_backend = "llvm-cpu", | |
| ) | |
| iree_check_single_backend_test_suite( | |
| name = "aggressive_fusion_test", | |
| srcs = [ | |
| "softmax.mlir", | |
| ], | |
| compiler_flags = [ | |
| "--iree-flow-enable-aggressive-fusion", | |
| "--iree-llvmcpu-fail-on-out-of-bounds-stack-allocation=false", | |
| ], | |
| driver = "local-task", | |
| target_backend = "llvm-cpu", | |
| ) |