bindings/python/pyiree/tf_interop/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.

load(
    "//iree:build_defs.bzl",
    "INTREE_TENSORFLOW_PY_DEPS",
)

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

DEFAULT_COPTS = [
    "-fexceptions",
]

DEFAULT_FEATURES = [
    "-use_header_modules",  # Incompatible with exceptions builds.
]

cc_library(
    name = "tf_interop",
    hdrs = [
        "register_tensorflow.h",
    ],
    copts = DEFAULT_COPTS,
    defines = select({
        "//iree:enable_tensorflow": [
            "IREE_TENSORFLOW_ENABLED",
        ],
        "//conditions:default": [],
    }),
    features = DEFAULT_FEATURES,
    deps = select({
        "//iree:enable_tensorflow": [
            ":tensorflow_impl",
        ],
        "//conditions:default": [
            ":tensorflow_disabled",
        ],
    }) + [
        "//bindings/python/pyiree:base",
    ],
)

# Runtime deps needed to compile the tensorflow compiler.
SAVED_MODEL_TF_RUNTIME_DEPS = [
    "@org_tensorflow//tensorflow/core:core_cpu",
    "@org_tensorflow//tensorflow/core:direct_session",
    "@org_tensorflow//tensorflow/core:ops",
]

# Kernels that the current version of the GraphDef/SavedModel importer
# needs. This has been manually curated and may need tweaking. As-is,
# this adds about 7MB to the binary (on win64) vs >300MB if all kernels
# are pulled in. As such, curating is a big enough savings to be worth the
# trouble in this case. Also, there is discussion about severing the
# importer from needing these things.
SAVED_MODEL_REQUIRED_KERNEL_DEPS = [
    "@org_tensorflow//tensorflow/core/kernels:constant_op",
    "@org_tensorflow//tensorflow/core/kernels:io",
    "@org_tensorflow//tensorflow/core/kernels:partitioned_function_ops",
    "@org_tensorflow//tensorflow/core/kernels:identity_op",
    "@org_tensorflow//tensorflow/core/kernels:identity_n_op",
    "@org_tensorflow//tensorflow/core/kernels:resource_variable_ops",
    "@org_tensorflow//tensorflow/core/kernels:state",
]

TF_XLA_PASS_DEPS = [
    "@org_tensorflow//tensorflow/compiler/mlir/xla:xla_legalize_tf",
]

cc_library(
    name = "tensorflow_impl",
    srcs = [
        "register_tensorflow.cc",
    ],
    hdrs = [
        "register_tensorflow.h",
    ],
    copts = DEFAULT_COPTS,
    features = DEFAULT_FEATURES,
    visibility = ["//visibility:private"],
    deps = [
               "@local_config_mlir//:IR",
               "@llvm//:support",
               "@org_tensorflow//tensorflow/cc/saved_model:loader_lite",
               "@org_tensorflow//tensorflow/compiler/mlir/tensorflow",
               "@org_tensorflow//tensorflow/compiler/mlir/tensorflow:convert_graphdef",
               "//bindings/python/pyiree:base",
           ] + SAVED_MODEL_TF_RUNTIME_DEPS + SAVED_MODEL_REQUIRED_KERNEL_DEPS +
           TF_XLA_PASS_DEPS,
)

cc_library(
    name = "tensorflow_disabled",
    srcs = [
        "register_tensorflow_noop.cc",
    ],
    hdrs = [
        "register_tensorflow.h",
    ],
    copts = DEFAULT_COPTS,
    features = DEFAULT_FEATURES,
    deps = [
        "//bindings/python/pyiree:base",
    ],
)

py_library(
    name = "tf_test_driver",
    srcs = ["tf_test_driver.py"],
    deps = INTREE_TENSORFLOW_PY_DEPS,
)

py_test(
    name = "saved_model_test",
    srcs = ["saved_model_test.py"],
    python_version = "PY3",
    deps = [
        "//bindings/python/pyiree",
        "//bindings/python:pathsetup",  # build_cleaner: keep
    ] + INTREE_TENSORFLOW_PY_DEPS,
)