python/tflite_micro/BUILD

load("@pybind11_bazel//:build_defs.bzl", "pybind_extension")
load("@tflm_pip_deps//:requirements.bzl", "requirement")
load(
    "//tensorflow/lite/micro:build_def.bzl",
    "micro_copts",
)
load(
    "//tensorflow:extra_rules.bzl",
    "tflm_python_op_resolver_friends",
)

package(
    features = ["-layering_check"],
    licenses = ["notice"],
)

package_group(
    name = "op_resolver_friends",
    packages = tflm_python_op_resolver_friends(),
)

cc_library(
    name = "python_ops_resolver",
    srcs = [
        "python_ops_resolver.cc",
    ],
    hdrs = [
        "python_ops_resolver.h",
    ],
    copts = micro_copts(),
    visibility = [
        ":op_resolver_friends",
        "//tensorflow/lite/micro/integration_tests:__subpackages__",
        "//tensorflow/lite/micro/python/interpreter/src:__subpackages__",
    ],
    deps = [
        "//tensorflow/lite/micro:micro_compatibility",
        "//tensorflow/lite/micro:op_resolvers",
        "//tensorflow/lite/micro/kernels:micro_ops",
    ],
)

pybind_extension(
    name = "_runtime",
    # target = _runtime.so because pybind_extension() appends suffix
    srcs = [
        "_runtime.cc",
        "interpreter_wrapper.cc",
        "interpreter_wrapper.h",
        "numpy_utils.cc",
        "numpy_utils.h",
        "pybind11_lib.h",
        "python_utils.cc",
        "python_utils.h",
        "shared_library.h",
    ],
    deps = [
        ":python_ops_resolver",
        "//tensorflow/lite/micro:micro_framework",
        "//tensorflow/lite/micro:op_resolvers",
        "//tensorflow/lite/micro:recording_allocators",
        "@numpy_cc_deps//:cc_headers",
    ],
)

py_library(
    name = "runtime",
    srcs = [
        "runtime.py",
    ],
    data = [
        ":_runtime.so",
    ],
    srcs_version = "PY3",
    visibility = ["//visibility:public"],
    deps = [
        requirement("numpy"),
        "//tensorflow/lite/tools:flatbuffer_utils",
    ],
)

py_test(
    name = "runtime_test",
    srcs = ["runtime_test.py"],
    python_version = "PY3",
    tags = [
        "noasan",
        "nomsan",  # Python doesn't like these symbols in _runtime.so
        "noubsan",
    ],
    deps = [
        requirement("numpy"),
        requirement("tensorflow-cpu"),
        ":runtime",
        "//tensorflow/lite/micro/testing:generate_test_models_lib",
    ],
)