integrations/tensorflow/e2e/BUILD

# Copyright 2019 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#      https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

# Test coverage across backends for e2e tests is defined directly in the BUILD
# files. A coverage table generated from this file can be viewed here:
#   https://google.github.io/iree/TensorFlowE2ECoverage
# Updates made to test suite names should also be reflected here:
#   https://github.com/google/iree/blob/main/scripts/update_e2e_coverage.py

load(
    "//bindings/python:build_defs.oss.bzl",
    "INTREE_TENSORFLOW_PY_DEPS",
    "NUMPY_DEPS",
    "iree_py_test",
)
load(
    "//integrations/tensorflow/e2e:iree_e2e_test_suite.bzl",
    "iree_e2e_test_suite",
)

package(
    default_visibility = ["//visibility:public"],
    licenses = ["notice"],  # Apache 2.0
)

# Create binaries for all test srcs to allow them to be run manually.
[
    py_binary(
        name = src.replace(".py", "_manual"),
        srcs = [src],
        main = src,
        python_version = "PY3",
        deps = INTREE_TENSORFLOW_PY_DEPS + NUMPY_DEPS + [
            "//integrations/tensorflow/bindings/python/pyiree/tf/support",
        ],
    )
    for src in glob(["*_test.py"])
]

# Special cases to exclude from automatically expanding targets for all
# backends.
# keep sorted
SPECIAL_CASES = [
    "explicit_backend_test.py",
    "linspace_test.py",
]

# keep sorted
VMLA_FAILING = [
    "fill_test.py",
    "mandelbrot_test.py",
    "ring_buffer_test.py",
    "strings_test.py",
]

# keep sorted
LLVM_FAILING = [
    "broadcasting_test.py",
    "depth_conv_test.py",
    "dynamic_mlp_relu_test.py",
    "dynamic_mlp_test.py",
    "fill_test.py",
    "mandelbrot_test.py",
    "matrix_ops_test.py",
    "ring_buffer_test.py",
    "strings_test.py",
]

# keep sorted
VULKAN_FAILING = [
    "broadcasting_test.py",
    "depth_conv_test.py",
    "dynamic_mlp_relu_test.py",
    "dynamic_mlp_test.py",
    "fill_test.py",
    "mandelbrot_test.py",
    "matrix_ops_test.py",
    "ring_buffer_test.py",
    "strings_test.py",
    "tensorlist_test.py",
]

TF_PASSING = glob(
    ["*_test.py"],
    exclude = SPECIAL_CASES,
)

VMLA_PASSING = glob(
    ["*_test.py"],
    exclude = VMLA_FAILING + SPECIAL_CASES,
)

LLVM_PASSING = glob(
    ["*_test.py"],
    exclude = LLVM_FAILING + SPECIAL_CASES,
)

VULKAN_PASSING = glob(
    ["*_test.py"],
    exclude = VULKAN_FAILING + SPECIAL_CASES,
)

iree_e2e_test_suite(
    name = "e2e_tests",
    backends_to_srcs = {
        "tf_also": TF_PASSING,
        "iree_vmla": VMLA_PASSING,
        "iree_llvmjit": LLVM_PASSING,
        "iree_vulkan": VULKAN_PASSING,
    },
    reference_backend = "tf",
    deps = INTREE_TENSORFLOW_PY_DEPS + NUMPY_DEPS + [
        "//integrations/tensorflow/bindings/python/pyiree/tf/support",
    ],
)

iree_e2e_test_suite(
    name = "e2e_tests_failing",
    backends_to_srcs = {
        "iree_vmla": VMLA_FAILING,
        "iree_llvmjit": LLVM_FAILING,
        "iree_vulkan": VULKAN_FAILING,
    },
    reference_backend = "tf",
    tags = [
        "manual",
        "nokokoro",
        "notap",
    ],
    deps = INTREE_TENSORFLOW_PY_DEPS + NUMPY_DEPS + [
        "//integrations/tensorflow/bindings/python/pyiree/tf/support",
    ],
)

# Special cases.

# linspace_test passes internally, but fails in the OSS CI, so it needs
# a "nokokoro" tag.
iree_e2e_test_suite(
    # TODO(#2082): `linspace_test.py` fails in the `bazel-tensorflow` image.
    name = "linspace_tests",
    backends_to_srcs = {
        "tf_also": ["linspace_test.py"],
        "iree_vmla": ["linspace_test.py"],
    },
    reference_backend = "tf",
    tags = [
        "nokokoro",
    ],
    deps = INTREE_TENSORFLOW_PY_DEPS + NUMPY_DEPS + [
        "//integrations/tensorflow/bindings/python/pyiree/tf/support",
    ],
)

iree_e2e_test_suite(
    name = "linspace_tests_failing",
    backends_to_srcs = {
        "iree_llvmjit": ["linspace_test.py"],
        "iree_vulkan": ["linspace_test.py"],
    },
    reference_backend = "tf",
    tags = [
        "manual",
        "nokokoro",
        "notap",
    ],
    deps = INTREE_TENSORFLOW_PY_DEPS + NUMPY_DEPS + [
        "//integrations/tensorflow/bindings/python/pyiree/tf/support",
    ],
)

# This tests explicitly writing which backends to use in Python,
# so overriding the backends can cause it to break.
iree_py_test(
    name = "explicit_backend_test",
    srcs = ["explicit_backend_test.py"],
    main = "explicit_backend_test.py",
    python_version = "PY3",
    deps = INTREE_TENSORFLOW_PY_DEPS + NUMPY_DEPS + [
        "//integrations/tensorflow/bindings/python/pyiree/tf/support",
    ],
)