blob: 639da16cec5043a653ee097bc15f4e004a3babe7 [file] [log] [blame]
load("//tensorflow:tensorflow.bzl", "transitive_hdrs")
load("//tensorflow/lite:build_def.bzl", "tflite_copts")
load("//tensorflow/lite:special_rules.bzl", "tflite_portable_test_suite")
package(
default_visibility = [
"//visibility:public",
],
licenses = ["notice"], # Apache 2.0
)
tflite_deps_intel = [
"@arm_neon_2_x86_sse",
]
HARD_FP_FLAGS_IF_APPLICABLE = select({
"//tensorflow:android_arm": ["-mfloat-abi=softfp"],
"//tensorflow:android_arm64": ["-mfloat-abi=softfp"],
"//tensorflow:android_armeabi": ["-mfloat-abi=softfp"],
"//conditions:default": [],
})
NEON_FLAGS_IF_APPLICABLE = select({
":arm": [
"-O3",
"-mfpu=neon",
],
":armeabi-v7a": [
"-O3",
"-mfpu=neon",
],
":armv7a": [
"-O3",
"-mfpu=neon",
],
"//conditions:default": [
"-O3",
],
})
cc_library(
name = "compatibility",
hdrs = ["compatibility.h"],
deps = [
"//tensorflow/lite/kernels:op_macros",
],
)
cc_library(
name = "types",
hdrs = ["types.h"],
deps = [
":compatibility",
],
)
cc_library(
name = "legacy_types",
hdrs = ["legacy_types.h"],
deps = [
":types",
],
)
config_setting(
name = "aarch64",
values = {
"cpu": "aarch64",
},
)
config_setting(
name = "arm",
values = {
"cpu": "arm",
},
)
config_setting(
name = "arm64-v8a",
values = {
"cpu": "arm64-v8a",
},
)
config_setting(
name = "armv7a",
values = {
"cpu": "armv7a",
},
)
config_setting(
name = "armeabi-v7a",
values = {
"cpu": "armeabi-v7a",
},
)
config_setting(
name = "haswell",
values = {
"cpu": "haswell",
},
)
config_setting(
name = "ios_x86_64",
values = {
"cpu": "ios_x86_64",
},
)
config_setting(
name = "ios_armv7",
values = {
"cpu": "ios_armv7",
},
)
config_setting(
name = "ios_arm64",
values = {
"cpu": "ios_arm64",
},
)
config_setting(
name = "k8",
values = {
"cpu": "k8",
},
)
config_setting(
name = "x86",
values = {
"cpu": "x86",
},
)
config_setting(
name = "x86_64",
values = {
"cpu": "x86_64",
},
)
config_setting(
name = "darwin",
values = {
"cpu": "darwin",
},
)
config_setting(
name = "darwin_x86_64",
values = {
"cpu": "darwin_x86_64",
},
)
config_setting(
name = "freebsd",
values = {
"cpu": "freebsd",
},
)
config_setting(
name = "raspberry_pi_with_neon",
define_values = {
"raspberry_pi_with_neon": "true",
},
values = {
"cpu": "armeabi",
},
)
cc_library(
name = "common",
srcs = [],
hdrs = ["common.h"],
copts = tflite_copts(),
deps = [
":cpu_check",
":types",
"@gemmlowp//:fixedpoint",
],
)
cc_library(
name = "optimized_base",
srcs = [],
hdrs = [
"optimized/depthwiseconv_3x3_filter_common.h",
"optimized/depthwiseconv_float.h",
"optimized/depthwiseconv_multithread.h",
"optimized/depthwiseconv_uint8.h",
"optimized/depthwiseconv_uint8_3x3_filter.h",
"optimized/im2col_utils.h",
"optimized/integer_ops/add.h",
"optimized/integer_ops/conv.h",
"optimized/integer_ops/depthwise_conv.h",
"optimized/integer_ops/depthwise_conv_3x3_filter.h",
"optimized/integer_ops/fully_connected.h",
"optimized/integer_ops/mean.h",
"optimized/integer_ops/mul.h",
"optimized/integer_ops/pooling.h",
"optimized/integer_ops/softmax.h",
"optimized/optimized_ops.h",
],
copts = tflite_copts(),
deps = [
":common",
":compatibility",
":cpu_check",
":quantization_util",
":strided_slice_logic",
":types",
":reference_base",
":round",
":tensor",
":tensor_utils",
"//third_party/eigen3",
"@gemmlowp//:fixedpoint",
"@gemmlowp//:profiler",
"//tensorflow/lite/c:c_api_internal",
"//tensorflow/lite/kernels:cpu_backend_context",
"//tensorflow/lite/kernels:cpu_backend_threadpool",
"//tensorflow/lite/kernels:cpu_backend_gemm",
] + select({
":haswell": tflite_deps_intel,
":ios_x86_64": tflite_deps_intel,
":k8": tflite_deps_intel,
":x86": tflite_deps_intel,
":x86_64": tflite_deps_intel,
":darwin": tflite_deps_intel,
":darwin_x86_64": tflite_deps_intel,
":freebsd": tflite_deps_intel,
"//conditions:default": [],
}),
)
cc_library(
name = "legacy_optimized_base",
srcs = [],
hdrs = [
"optimized/depthwiseconv_3x3_filter_common.h",
"optimized/depthwiseconv_float.h",
"optimized/depthwiseconv_uint8.h",
"optimized/depthwiseconv_uint8_3x3_filter.h",
"optimized/im2col_utils.h",
"optimized/legacy_optimized_ops.h",
"optimized/optimized_ops.h",
],
copts = tflite_copts(),
deps = [
":common",
":compatibility",
":cpu_check",
":optimized_base",
":quantization_util",
":strided_slice_logic",
":tensor",
":tensor_utils",
":types",
":legacy_types",
":legacy_reference_base",
":round",
"//third_party/eigen3",
"@gemmlowp",
"//tensorflow/lite/c:c_api_internal",
"//tensorflow/lite/kernels:cpu_backend_context",
"//tensorflow/lite/kernels:cpu_backend_threadpool",
"//tensorflow/lite/kernels:cpu_backend_gemm",
] + select({
":haswell": tflite_deps_intel,
":ios_x86_64": tflite_deps_intel,
":k8": tflite_deps_intel,
":x86": tflite_deps_intel,
":x86_64": tflite_deps_intel,
":darwin": tflite_deps_intel,
":darwin_x86_64": tflite_deps_intel,
":freebsd": tflite_deps_intel,
"//conditions:default": [],
}),
)
cc_library(
name = "optimized",
hdrs = [
"optimized/eigen_spatial_convolutions.h",
"optimized/eigen_tensor_reduced_instantiations_oss.h",
"optimized/multithreaded_conv.h",
],
deps = [
":common",
":optimized_base",
":tensor",
":types",
"//tensorflow/core/kernels:eigen_spatial_convolutions-inl",
"//tensorflow/lite:string_util",
"//tensorflow/lite/c:c_api_internal",
"//third_party/eigen3",
],
)
cc_test(
name = "tensor_test",
srcs = ["tensor_test.cc"],
deps = [
":tensor",
"@com_google_googletest//:gtest",
],
)
cc_library(
name = "round",
srcs = [],
hdrs = ["round.h"],
)
cc_library(
name = "quantization_util",
srcs = ["quantization_util.cc"],
hdrs = ["quantization_util.h"],
deps = [
":compatibility",
":round",
":types",
"//tensorflow/lite/kernels:op_macros",
],
)
cc_test(
name = "quantization_util_test",
srcs = ["quantization_util_test.cc"],
deps = [
":quantization_util",
"@com_google_googletest//:gtest",
],
)
cc_library(
name = "strided_slice_logic",
srcs = [],
hdrs = [
"strided_slice_logic.h",
],
deps = [
":compatibility",
":types",
],
)
cc_library(
name = "reference_base",
srcs = [],
hdrs = [
"reference/add.h",
"reference/arg_min_max.h",
"reference/binary_function.h",
"reference/ceil.h",
"reference/comparisons.h",
"reference/conv.h",
"reference/depthwiseconv_float.h",
"reference/depthwiseconv_uint8.h",
"reference/floor.h",
"reference/fully_connected.h",
"reference/integer_ops/add.h",
"reference/integer_ops/conv.h",
"reference/integer_ops/depthwise_conv.h",
"reference/integer_ops/dequantize.h",
"reference/integer_ops/fully_connected.h",
"reference/integer_ops/l2normalization.h",
"reference/integer_ops/log_softmax.h",
"reference/integer_ops/logistic.h",
"reference/integer_ops/mean.h",
"reference/integer_ops/mul.h",
"reference/integer_ops/pooling.h",
"reference/integer_ops/softmax.h",
"reference/integer_ops/tanh.h",
"reference/maximum_minimum.h",
"reference/neg.h",
"reference/pooling.h",
"reference/prelu.h",
"reference/process_broadcast_shapes.h",
"reference/reference_ops.h",
"reference/round.h",
"reference/softmax.h",
"reference/strided_slice.h",
"reference/svdf.h",
],
deps = [
":common",
":compatibility",
":quantization_util",
":round",
":strided_slice_logic",
":tensor",
":tensor_utils",
":types",
"@gemmlowp//:fixedpoint",
"@gemmlowp//:profiler",
"//third_party/eigen3",
"//tensorflow/lite/c:c_api_internal",
"//tensorflow/lite/kernels:op_macros",
] + select({
":haswell": tflite_deps_intel,
":ios_x86_64": tflite_deps_intel,
":k8": tflite_deps_intel,
":x86": tflite_deps_intel,
":x86_64": tflite_deps_intel,
":darwin": tflite_deps_intel,
":darwin_x86_64": tflite_deps_intel,
":freebsd": tflite_deps_intel,
"//conditions:default": [],
}),
)
cc_library(
name = "legacy_reference_base",
srcs = [],
hdrs = [
"reference/add.h",
"reference/arg_min_max.h",
"reference/binary_function.h",
"reference/ceil.h",
"reference/comparisons.h",
"reference/conv.h",
"reference/depthwiseconv_float.h",
"reference/depthwiseconv_uint8.h",
"reference/floor.h",
"reference/fully_connected.h",
"reference/legacy_reference_ops.h",
"reference/maximum_minimum.h",
"reference/neg.h",
"reference/pooling.h",
"reference/prelu.h",
"reference/process_broadcast_shapes.h",
"reference/reference_ops.h",
"reference/round.h",
"reference/softmax.h",
"reference/strided_slice.h",
],
deps = [
":common",
":compatibility",
":quantization_util",
":round",
":strided_slice_logic",
":legacy_types",
":tensor",
":types",
"//third_party/eigen3",
"@gemmlowp",
"//tensorflow/lite/c:c_api_internal",
"//tensorflow/lite/kernels:op_macros",
] + select({
":haswell": tflite_deps_intel,
":ios_x86_64": tflite_deps_intel,
":k8": tflite_deps_intel,
":x86": tflite_deps_intel,
":x86_64": tflite_deps_intel,
":darwin": tflite_deps_intel,
":darwin_x86_64": tflite_deps_intel,
":freebsd": tflite_deps_intel,
"//conditions:default": [],
}),
)
cc_library(
name = "tensor",
hdrs = [
"tensor.h",
"tensor_ctypes.h",
],
deps = [
":types",
"//tensorflow/lite:string_util",
"//tensorflow/lite/c:c_api_internal",
],
)
# Deprecated version of :tensor, kept for backwards compatibility.
cc_library(
name = "reference",
hdrs = [
"tensor.h",
"tensor_ctypes.h",
],
deps = [
":types",
"//tensorflow/lite:string_util",
"//tensorflow/lite/c:c_api_internal",
],
)
cc_library(
name = "portable_tensor_utils",
srcs = [
"reference/portable_tensor_utils.cc",
],
hdrs = [
"reference/portable_tensor_utils.h",
"reference/portable_tensor_utils_impl.h",
],
deps = [
":common",
":compatibility",
":round",
":types",
"//tensorflow/lite/c:c_api_internal",
"//tensorflow/lite/kernels:activation_functor",
"//tensorflow/lite/kernels:op_macros",
],
)
cc_library(
name = "neon_tensor_utils",
srcs = [
"optimized/neon_tensor_utils.cc",
],
hdrs = [
"optimized/neon_tensor_utils.h",
"optimized/neon_tensor_utils_impl.h",
],
copts = NEON_FLAGS_IF_APPLICABLE + HARD_FP_FLAGS_IF_APPLICABLE,
deps = [
":common",
":compatibility",
":cpu_check",
":portable_tensor_utils",
":round",
":types",
"//tensorflow/lite/c:c_api_internal",
"//tensorflow/lite/experimental/ruy:detect_arm",
"//tensorflow/lite/kernels:activation_functor",
"//tensorflow/lite/kernels:cpu_backend_context",
"//tensorflow/lite/kernels:op_macros",
"@arm_neon_2_x86_sse",
"@gemmlowp//:fixedpoint",
],
)
cc_library(
name = "sse_tensor_utils",
srcs = [
"compatibility.h",
"optimized/sse_tensor_utils.cc",
],
hdrs = [
"optimized/sse_tensor_utils.h",
"optimized/sse_tensor_utils_impl.h",
],
deps = [
":cpu_check",
":neon_tensor_utils",
":portable_tensor_utils",
"//tensorflow/lite/c:c_api_internal",
"//tensorflow/lite/kernels:op_macros",
],
)
cc_library(
name = "kernel_utils",
srcs = ["kernel_utils.cc"],
hdrs = ["kernel_utils.h"],
deps = [
":tensor_utils",
"//tensorflow/lite/c:c_api_internal",
],
)
# Audio support classes imported directly from TensorFlow.
cc_library(
name = "audio_utils",
srcs = [
"mfcc.cc",
"mfcc_dct.cc",
"mfcc_mel_filterbank.cc",
"spectrogram.cc",
],
hdrs = [
"mfcc.h",
"mfcc_dct.h",
"mfcc_mel_filterbank.h",
"spectrogram.h",
],
deps = [
"//third_party/fft2d:fft2d_headers",
"@fft2d",
],
)
cc_library(
name = "tensor_utils",
srcs = [
"tensor_utils.cc",
],
hdrs = [
"tensor_utils.h",
],
copts = NEON_FLAGS_IF_APPLICABLE,
deps = [
":common",
":compatibility",
":cpu_check",
":types",
"//tensorflow/lite/c:c_api_internal",
"//tensorflow/lite/kernels:cpu_backend_context",
"//tensorflow/lite/kernels:op_macros",
"@gemmlowp//:fixedpoint",
] + select({
":aarch64": [
":neon_tensor_utils",
],
":arm": [
":neon_tensor_utils",
],
":arm64-v8a": [
":neon_tensor_utils",
],
":armeabi-v7a": [
":neon_tensor_utils",
],
":armv7a": [
":neon_tensor_utils",
],
":haswell": [
":sse_tensor_utils",
],
":ios_armv7": [
":neon_tensor_utils",
],
":ios_arm64": [
":neon_tensor_utils",
],
":raspberry_pi_with_neon": [
":neon_tensor_utils",
],
":ios_x86_64": [
":sse_tensor_utils",
],
":x86_64": [
":sse_tensor_utils",
],
":x86": [
":sse_tensor_utils",
],
":k8": [
":sse_tensor_utils",
],
":darwin": [
":sse_tensor_utils",
],
":darwin_x86_64": [
":sse_tensor_utils",
],
":freebsd": [
":sse_tensor_utils",
],
"//conditions:default": [
":portable_tensor_utils",
],
}),
)
cc_library(
name = "test_util",
srcs = ["test_util.cc"],
hdrs = ["test_util.h"],
linkopts = select({
"//tensorflow:windows": [],
"//conditions:default": ["-lm"],
}),
deps = [
":types",
],
)
cc_test(
name = "tensor_utils_test",
srcs = ["tensor_utils_test.cc"],
linkopts = select({
"//tensorflow:android": [
"-fPIE -pie",
],
"//conditions:default": [],
}),
linkstatic = 1,
deps = [
":tensor_utils",
"//tensorflow/lite/c:c_api_internal",
"//tensorflow/lite/kernels:test_util",
"@com_google_googletest//:gtest_main",
],
)
cc_test(
name = "depthwiseconv_float_test",
srcs = ["depthwiseconv_float_test.cc"],
deps = [
":common",
":cpu_check",
":optimized_base",
":reference_base",
":test_util",
":types",
"@com_google_googletest//:gtest_main",
],
)
cc_test(
name = "depthwiseconv_quantized_test",
srcs = [
"depthwiseconv_quantized_test.cc",
"optimized/depthwiseconv_uint8_transitional.h",
],
copts = tflite_copts(),
shard_count = 2,
deps = [
":compatibility",
":cpu_check",
":optimized_base",
":reference_base",
":test_util",
":types",
"//tensorflow/lite/experimental/ruy:context",
"//tensorflow/lite/kernels:cpu_backend_context",
"@com_google_absl//absl/strings",
"@com_google_googletest//:gtest_main",
],
)
cc_test(
name = "depthwiseconv_per_channel_quantized_test",
srcs = [
"depthwiseconv_per_channel_quantized_test.cc",
],
shard_count = 2,
deps = [
":common",
":optimized_base",
":quantization_util",
":reference_base",
":test_util",
":types",
"@com_google_googletest//:gtest_main",
],
)
cc_test(
name = "resize_bilinear_test",
srcs = ["resize_bilinear_test.cc"],
deps = [
":optimized_base",
":reference_base",
":test_util",
":types",
"@com_google_googletest//:gtest_main",
],
)
cc_test(
name = "resize_nearest_neighbor_test",
srcs = ["resize_nearest_neighbor_test.cc"],
deps = [
":optimized_base",
":reference_base",
":test_util",
":types",
"@com_google_googletest//:gtest_main",
],
)
cc_test(
name = "softmax_quantized_test",
timeout = "long",
srcs = [
"softmax_quantized_test.cc",
],
shard_count = 4,
deps = [
":optimized_base",
":quantization_util",
":reference_base",
":test_util",
"//tensorflow/lite:string",
"@com_google_googletest//:gtest_main",
],
)
cc_test(
name = "strided_slice_logic_test",
timeout = "moderate",
srcs = [
"strided_slice_logic_test.cc",
],
shard_count = 4,
deps = [
":strided_slice_logic",
"@com_google_googletest//:gtest_main",
],
)
cc_test(
name = "logsoftmax_quantized_test",
timeout = "long",
srcs = [
"logsoftmax_quantized_test.cc",
],
shard_count = 4,
tags = [
# TODO(b/122242739): Reenable after fixing the flakiness?
"nomac",
"tflite_not_portable",
],
deps = [
":optimized_base",
":quantization_util",
":reference_base",
":test_util",
"//tensorflow/lite:string",
"@com_google_googletest//:gtest_main",
],
)
cc_test(
name = "averagepool_quantized_test",
timeout = "long",
srcs = [
"averagepool_quantized_test.cc",
],
shard_count = 1,
deps = [
":optimized_base",
":quantization_util",
":reference_base",
":test_util",
"//tensorflow/lite:string",
"@com_google_googletest//:gtest_main",
],
)
cc_test(
name = "maxpool_quantized_test",
timeout = "long",
srcs = [
"maxpool_quantized_test.cc",
],
shard_count = 1,
deps = [
":optimized_base",
":quantization_util",
":reference_base",
":test_util",
"//tensorflow/lite:string",
"@com_google_googletest//:gtest_main",
],
)
cc_test(
name = "log_quantized_test",
srcs = ["log_quantized_test.cc"],
linkopts = select({
"//tensorflow:windows": [],
"//conditions:default": ["-lm"],
}),
deps = [
":optimized_base",
":reference_base",
"//tensorflow/lite:string",
"@com_google_googletest//:gtest_main",
],
)
cc_library(
name = "cpu_check",
hdrs = [
"optimized/cpu_check.h",
"optimized/neon_check.h",
"optimized/sse_check.h",
],
deps = [
"//tensorflow/lite/kernels:cpu_backend_context",
] + select({
":haswell": tflite_deps_intel,
":ios_x86_64": tflite_deps_intel,
":k8": tflite_deps_intel,
":x86": tflite_deps_intel,
":x86_64": tflite_deps_intel,
":darwin": tflite_deps_intel,
":darwin_x86_64": tflite_deps_intel,
":freebsd": tflite_deps_intel,
"//conditions:default": [],
}),
)
cc_test(
name = "batch_to_space_nd_test",
srcs = ["batch_to_space_nd_test.cc"],
deps = [
":optimized_base",
"@com_google_googletest//:gtest_main",
],
)
exports_files(["optimized/eigen_tensor_reduced_instantiations_oss.h"])
filegroup(
name = "optimized_op_headers",
srcs = glob([
"optimized/*.h",
]),
visibility = ["//tensorflow/lite:__subpackages__"],
)
filegroup(
name = "reference_op_headers",
srcs = glob([
"reference/*.h",
]),
visibility = ["//tensorflow/lite:__subpackages__"],
)
filegroup(
name = "headers",
srcs = glob([
"*.h",
]),
visibility = ["//tensorflow/lite:__subpackages__"],
)
transitive_hdrs(
name = "nnapi_external_headers",
visibility = ["//tensorflow/lite:__subpackages__"],
deps = [
"//third_party/eigen3",
"@gemmlowp",
],
)
# ---------------------------------------------------------
# The public target "install_nnapi_extra_headers" is only
# used for external targets that requires exporting optmized
# and reference op headers.
genrule(
name = "install_nnapi_extra_headers",
srcs = [
":nnapi_external_headers",
":headers",
":optimized_op_headers",
":reference_op_headers",
],
outs = ["include"],
cmd = """
mkdir $@
for f in $(SRCS); do
d="$${f%/*}"
d="$${d#bazel-out*genfiles/}"
d="$${d#*external/eigen_archive/}"
if [[ $${d} == *local_config_* ]]; then
continue
fi
if [[ $${d} == external* ]]; then
extname="$${d#*external/}"
extname="$${extname%%/*}"
if [[ $${TF_SYSTEM_LIBS:-} == *$${extname}* ]]; then
continue
fi
fi
mkdir -p "$@/$${d}"
cp "$${f}" "$@/$${d}/"
done
""",
tags = ["manual"],
visibility = ["//visibility:private"],
)
tflite_portable_test_suite()