load("//tensorflow:strict.default.bzl", "py_strict_binary") load("//tensorflow:tensorflow.bzl", "tf_cc_test") load("//tensorflow:tensorflow.default.bzl", "filegroup", "genrule") load("//tensorflow/compiler/aot:tfcompile.bzl", "tf_library") load("//tensorflow/compiler/mlir:glob_lit_test.bzl", "glob_lit_tests") package( # copybara:uncomment default_applicable_licenses = ["//tensorflow:license"], default_visibility = ["//visibility:private"], licenses = ["notice"], ) glob_lit_tests( name = "all_lit_tests", data = [":filecheck_test_utilities"], driver = "@llvm-project//mlir:run_lit.sh", tags_override = { "test_error_message.lit.pbtxt": ["no_oss"], # TODO(b/150957738): to be fixed on oss. }, test_file_exts = ["lit.pbtxt"], ) # Bundle together all of the test utilities that are used by tests. filegroup( name = "filecheck_test_utilities", testonly = True, srcs = [ "test_error_message.lit.pbtxt.config.pbtxt", "test_error_message.lit.pbtxt.debug.pbtxt", "test_error_message.lit.pbtxt.fake_py.debug", ], data = [ "//tensorflow/compiler/aot:tfcompile", "@llvm-project//llvm:FileCheck", "@llvm-project//llvm:not", ], ) # We disable some tfcompile tests in the open source build with the # "manual" tag to avoid making our OSS users build LLVM twice # (once for host and once for target). test_suite( name = "all_tests", tags = ["manual"], tests = [ ":test_graph_tfadd_test", ":test_graph_tfadd_with_ckpt_saver_test", ":test_graph_tfadd_with_ckpt_test", ":test_graph_tfassert_eq_test", ":test_graph_tfcond_test", ":test_graph_tffunction_test", ":test_graph_tfgather_test", ":test_graph_tfmatmul_test", ":test_graph_tfmatmulandadd_test", ":test_graph_tfsplits_test", ":test_graph_tftop_k_test", ":test_graph_tfvariable_readonly_test", ":test_graph_tfvariable_sequential_updates_test", ":test_graph_tfvariable_test", ":tfcompile_test", ], visibility = ["//visibility:public"], ) py_strict_binary( name = "make_test_graphs", testonly = 1, srcs = ["make_test_graphs.py"], python_version = "PY3", srcs_version = "PY3", deps = [ "//tensorflow/core:protos_all_py", "//tensorflow/python/client:session", "//tensorflow/python/framework:constant_op", "//tensorflow/python/framework:dtypes", "//tensorflow/python/framework:function", "//tensorflow/python/framework:ops", "//tensorflow/python/ops:array_ops", "//tensorflow/python/ops:array_ops_stack", "//tensorflow/python/ops:cond", "//tensorflow/python/ops:control_flow_assert", "//tensorflow/python/ops:control_flow_ops", "//tensorflow/python/ops:control_flow_util", "//tensorflow/python/ops:math_ops", "//tensorflow/python/ops:nn_ops", "//tensorflow/python/ops:variable_v1", "//tensorflow/python/ops:variables", "//tensorflow/python/training:saver", "@absl_py//absl:app", "@six_archive//:six", ], ) genrule( name = "gen_test_graphs", testonly = 1, outs = [ "test_graph_tfadd.pb", "test_graph_tfadd_with_ckpt.ckpt", "test_graph_tfadd_with_ckpt.pb", "test_graph_tfadd_with_ckpt_saver.ckpt", "test_graph_tfadd_with_ckpt_saver.pb", "test_graph_tfadd_with_ckpt_saver.saver", "test_graph_tfassert_eq.pb", "test_graph_tfcond.pb", "test_graph_tffunction.pb", "test_graph_tfgather.pb", "test_graph_tfmatmul.pb", "test_graph_tfmatmulandadd.pb", "test_graph_tfsplits.pb", "test_graph_tftop_k.pb", "test_graph_tfvariable.pb", "test_graph_tfvariable_readonly.pb", "test_graph_tfvariable_sequential_updates.pb", ], # Set CUDA_VISIBLE_DEVICES='' to prevent the code we launch from using any # GPUs which might be present. This is important because builds may run # concurrently with tests, and tests need to be able to assume that they # have control of the full GPU. cmd = "CUDA_VISIBLE_DEVICES='' " + "$(location :make_test_graphs) --out_dir $(@D)", tags = ["manual"], tools = [":make_test_graphs"], ) # This list is used to run tf_compile on the compiled graphs used by # tfcompile_test. The test is run for several different configurations of # tf_compile, so this allows the configurations to be specified in one place. # suffix, mlir_component tfcompile_test_dep_configs = [ ("", "None"), ] [ [ tf_library( name = "test_graph_tfadd" + suffix, testonly = 1, config = "test_graph_tfadd.config.pbtxt", cpp_class = "AddComp", graph = "test_graph_tfadd.pb", # This serves as a test for the list of minimal deps included even when # include_standard_runtime_deps is False. If this target fails to # compile but the others in this directory succeed, you may need to # expand the "required by all tf_library targets" list in tfcompile.bzl. include_standard_runtime_deps = False, mlir_components = mlir_component, tags = [ "manual", "no_mac", # TODO(b/228273415) ], ), tf_library( name = "test_graph_tfadd_with_ckpt" + suffix, testonly = 1, config = "test_graph_tfadd_with_ckpt.config.pbtxt", cpp_class = "AddWithCkptComp", freeze_checkpoint = "test_graph_tfadd_with_ckpt.ckpt", graph = "test_graph_tfadd_with_ckpt.pb", mlir_components = mlir_component, tags = [ "manual", "no_mac", # TODO(b/228273415) ], ), tf_library( name = "test_graph_tfadd_with_ckpt_saver" + suffix, testonly = 1, config = "test_graph_tfadd_with_ckpt.config.pbtxt", cpp_class = "AddWithCkptSaverComp", freeze_checkpoint = "test_graph_tfadd_with_ckpt_saver.ckpt", freeze_saver = "test_graph_tfadd_with_ckpt_saver.saver", graph = "test_graph_tfadd_with_ckpt_saver.pb", mlir_components = mlir_component, tags = [ "manual", "no_mac", # TODO(b/228273415) ], ), tf_library( name = "test_graph_tfassert_eq" + suffix, testonly = 1, config = "test_graph_tfassert_eq.config.pbtxt", cpp_class = "AssertComp", graph = "test_graph_tfassert_eq.pb", mlir_components = mlir_component, tags = [ "manual", "no_mac", # TODO(b/228273415) ], ), tf_library( name = "test_graph_tfcond" + suffix, testonly = 1, config = "test_graph_tfcond.config.pbtxt", cpp_class = "CondComp", graph = "test_graph_tfcond.pb", mlir_components = mlir_component, tags = [ "manual", "no_mac", # TODO(b/228273415) ], ), tf_library( name = "test_graph_tffunction" + suffix, testonly = 1, config = "test_graph_tffunction.config.pbtxt", cpp_class = "FunctionComp", graph = "test_graph_tffunction.pb", mlir_components = mlir_component, tags = [ "manual", "no_mac", # TODO(b/228273415) ], ), tf_library( name = "test_graph_tfgather" + suffix, testonly = 1, config = "test_graph_tfgather.config.pbtxt", cpp_class = "GatherComp", graph = "test_graph_tfgather.pb", mlir_components = mlir_component, tags = [ "manual", "no_mac", # TODO(b/228273415) ], ), tf_library( name = "test_graph_tfmatmul" + suffix, testonly = 1, config = "test_graph_tfmatmul.config.pbtxt", cpp_class = "foo::bar::MatMulComp", graph = "test_graph_tfmatmul.pb", mlir_components = mlir_component, tags = [ "manual", "no_mac", # TODO(b/228273415) ], ), tf_library( name = "test_graph_tfmatmulandadd" + suffix, testonly = 1, config = "test_graph_tfmatmulandadd.config.pbtxt", cpp_class = "::foo::bar::MatMulAndAddComp", graph = "test_graph_tfmatmulandadd.pb", mlir_components = mlir_component, tags = [ "manual", "no_mac", # TODO(b/228273415) ], tfcompile_flags = "--gen_name_to_index --gen_program_shape", ), tf_library( name = "test_graph_tfsplits" + suffix, testonly = 1, config = "test_graph_tfsplits.config.pbtxt", cpp_class = "SplitsComp", graph = "test_graph_tfsplits.pb", mlir_components = mlir_component, tags = [ "manual", "no_mac", # TODO(b/228273415) ], ), tf_library( name = "test_graph_tftop_k" + suffix, testonly = 1, config = "test_graph_tftop_k.config.pbtxt", cpp_class = "TopKComp", graph = "test_graph_tftop_k.pb", mlir_components = mlir_component, tags = [ "manual", "no_mac", # TODO(b/228273415) ], ), tf_library( name = "test_graph_tfvariable" + suffix, testonly = 1, config = "test_graph_tfvariable.config.pbtxt", cpp_class = "VariableComp", graph = "test_graph_tfvariable.pb", mlir_components = mlir_component, tags = [ "manual", "no_mac", # TODO(b/228273415) ], ), tf_library( name = "test_graph_tfvariable_readonly" + suffix, testonly = 1, config = "test_graph_tfvariable_readonly.config.pbtxt", cpp_class = "VariableReadonlyComp", graph = "test_graph_tfvariable_readonly.pb", mlir_components = mlir_component, tags = [ "manual", "no_mac", # TODO(b/228273415) ], ), tf_library( name = "test_graph_tfvariable_sequential_updates" + suffix, testonly = 1, config = "test_graph_tfvariable_sequential_updates.config.pbtxt", cpp_class = "VariableSequentialUpdatesComp", graph = "test_graph_tfvariable_sequential_updates.pb", mlir_components = mlir_component, tags = [ "manual", "no_mac", # TODO(b/228273415) ], ), tf_library( name = "test_graph_tfmatmulandadd_with_profiling" + suffix, testonly = 1, config = "test_graph_tfmatmulandadd.config.pbtxt", cpp_class = "MatMulAndAddCompWithProfiling", enable_xla_hlo_profiling = True, graph = "test_graph_tfmatmulandadd.pb", mlir_components = mlir_component, tags = [ "manual", "no_mac", # TODO(b/228273415) ], ), ] for suffix, mlir_component in tfcompile_test_dep_configs ] tfcompile_bench_tfmatmul_mkn = [ # Intentionally empty to avoid running unnecessary tests. # Add here your desired (M, K, N) parameters, e.g. # (1, 1, 256), # (1, 2, 256), ] tfcompile_bench_tfmatmul = [ ( "bench_graph_tfmatmul_%sx%sx%s" % (m, k, n), "bench_graph_tfmatmul_%sx%sx%s.config.pbtxt" % (m, k, n), "bench_graph_tfmatmul.template.pbtxt", "-e \"s||%s|g\" -e \"s||%s|g\" -e \"s||%s|g\"" % (m, k, n), ) for (m, k, n) in tfcompile_bench_tfmatmul_mkn ] test_suite( name = "all_tfmatmul_benchmarks", tags = ["manual"], tests = [ (":%s_test" % bench_name) for (bench_name, _, _, _) in tfcompile_bench_tfmatmul ], visibility = ["//visibility:public"], ) [[ genrule( name = "gen_" + config_file, testonly = 1, srcs = [template_file], outs = [config_file], cmd = ("sed " + sed_replace + " " + "$(location " + template_file + ") " + "> $(OUTS)"), tags = ["manual"], ), tf_library( name = bench_name, testonly = 1, config = config_file, cpp_class = "foo::bar::MatMulComp", graph = "test_graph_tfmatmul.pb", tags = [ "manual", "no_mac", # TODO(b/228273415) ], ), ] for (bench_name, config_file, template_file, sed_replace) in tfcompile_bench_tfmatmul] tf_cc_test( name = "tfcompile_test", srcs = ["tfcompile_test.cc"], tags = [ "manual", "no_mac", # TODO(b/228273415) "not_run:arm", ], deps = [ ":test_graph_tfadd", ":test_graph_tfadd_with_ckpt", ":test_graph_tfadd_with_ckpt_saver", ":test_graph_tfassert_eq", ":test_graph_tfcond", ":test_graph_tffunction", ":test_graph_tfgather", ":test_graph_tfmatmul", ":test_graph_tfmatmulandadd", ":test_graph_tfmatmulandadd_with_profiling", ":test_graph_tfsplits", ":test_graph_tftop_k", ":test_graph_tfvariable", ":test_graph_tfvariable_readonly", ":test_graph_tfvariable_sequential_updates", "//tensorflow/core:lib", "//tensorflow/core:test", "//tensorflow/core:test_main", "//tensorflow/core/platform:regexp", "@com_google_absl//absl/strings", "@eigen_archive//:eigen3", "@local_xla//xla:shape_util", "@local_xla//xla:xla_data_proto_cc", "@local_xla//xla/hlo/testlib:test", "@local_xla//xla/service:hlo_profile_printer", ], )