/tensorflow/python/framework/fast_tensor_util.cpp
/tensorflow/lite/gen/**
/tensorflow/lite/tools/make/downloads/**
/tensorflow/lite/tools/make/gen/**
/api_init_files_list.txt
/estimator_api_init_files_list.txt
*.whl

# Android
.gradle
.idea
*.iml
local.properties
gradleBuild

# iOS
*.pbxproj
*.xcworkspace
/*.podspec
/tensorflow/lite/**/coreml/**/BUILD
/tensorflow/lite/**/ios/BUILD
/tensorflow/lite/**/objc/BUILD

        "//tensorflow/lite/core/api",
        "//tensorflow/lite/python/interpreter_wrapper:python_error_reporter",
        "//tensorflow/lite/python/interpreter_wrapper:python_utils",
        "//tensorflow/lite/schema:schema_fbs",
        "//tensorflow/lite/toco:model",
        "//tensorflow/lite/toco:model_flags_proto_cc",
        "//tensorflow/lite/toco:toco_convert",

        "//tensorflow/lite/tools/optimize:testdata/add_with_const_input.bin",
        "//tensorflow/lite/tools/optimize:testdata/argmax.bin",
        "//tensorflow/lite/tools/optimize:testdata/broadcast_to.bin",
        "//tensorflow/lite/tools/optimize:testdata/concat.bin",
        "//tensorflow/lite/tools/optimize:testdata/fc.bin",
        "//tensorflow/lite/tools/optimize:testdata/fc_qat.bin",

        "//tensorflow/compiler/mlir/lite/experimental/tac/hardwares:simple_hardware",
    ],
    alwayslink = 1,
)

cc_library(
    name = "target_hardware",
    srcs = ["target_hardware.cc"],
    hdrs = ["target_hardware.h"],
    deps = [
        "//tensorflow/compiler/mlir/lite:tensorflow_lite",
        "//tensorflow/compiler/mlir/lite/experimental/tac:common",

# The new MLIR based TensorFlow to TensorFlow Lite converter

This directory contains:

1.  [MLIR](https://github.com/llvm/llvm-project/tree/main/mlir) dialects,
    transformation passes and utilities for TensorFlow Lite.

## API:

The API for converting TensorFlow models to TensorFlow Lite will be through
`tf.lite.TFLiteConverter`. All the conversion code is open sourced, and
the API will be integrated soon.

#include "mlir/Support/TypeID.h"  // from @llvm-project
#include "tensorflow/compiler/mlir/lite/ir/tfl_ops_dialect.h.inc"
#include "tensorflow/compiler/mlir/lite/ir/tfl_ops_enums.h.inc"
#include "tensorflow/compiler/mlir/lite/quantization/ir/QuantOps.h"
#include "tensorflow/compiler/mlir/lite/schema/schema_generated.h"
#include "tensorflow/compiler/mlir/lite/utils/utils.h"

config.suffixes = ['.td', '.mlir', '.pbtxt']

mlir_tf_tools_dirs = [
    'tensorflow/compiler/aot',
    'tensorflow/compiler/mlir',
    'tensorflow/compiler/mlir/lite',
    'tensorflow/compiler/mlir/lite/experimental/tac',
    'tensorflow/compiler/mlir/lite/stablehlo',
    'tensorflow/compiler/mlir/lite/stablehlo/odml_converter',
    'tensorflow/compiler/mlir/quantization/tensorflow',
    'tensorflow/compiler/mlir/tensorflow',

        "//tensorflow/lite/core:framework",
        "//tensorflow/lite/core/c:private_common",
        "//tensorflow/lite/delegates/flex:allowlisted_flex_ops_lib",
        "//tensorflow/lite/experimental/remat:metadata_util",
        "//tensorflow/lite/python/metrics:converter_error_data_proto_cc",
        "//tensorflow/lite/schema:schema_conversion_utils",
        "//tensorflow/lite/toco:toco_flags_proto_cc",

        ":quantization_interfaces_inc_gen",
        "//tensorflow/compiler/mlir/lite/quantization/ir:QuantOps",
        "//tensorflow/compiler/mlir/quantization/common/ir:QuantOps",
        "//tensorflow/core:lib_proto_parsing",
        "//tensorflow/core:protos_all_cc",
        "//tensorflow/lite/kernels/internal:tensor_utils",
        "//tensorflow/lite/tools/optimize:quantization_utils",
        "@com_google_absl//absl/container:flat_hash_map",

    data = [
        "//tensorflow/lite:testdata/sparse_tensor.bin",
    ],
    deps = [
        ":sparsify_model",
        "//tensorflow/compiler/mlir/lite/schema:schema_fbs",
        "//tensorflow/lite/core:model_builder",
        "//tensorflow/lite/tools/optimize:reduced_precision_support",
        "@com_google_absl//absl/status",
        "@com_google_googletest//:gtest_main",
        "@flatbuffers",
    ],