STT-tensorflow/tensorflow/lite/delegates/xnnpack/BUILD
Smit Hinsu e6ada6a6b4 Add unit test for Prelu in XNNPACK delegate
- Add PreluTester class and unit test for XNNPACK-delegated Prelu operator
- Relax restrictions on the number of input/output dimensions in delegated
  Prelu operators

PiperOrigin-RevId: 317735911
Change-Id: Iddf727f5f916b142412a1be44efa1f367dc31d49
2020-06-22 14:44:20 -07:00

651 lines
16 KiB
Python

load("//tensorflow/lite:special_rules.bzl", "tflite_portable_test_suite_combined")
package(
default_visibility = ["//visibility:public"],
licenses = ["notice"], # Apache 2.0
)
EMSCRIPTEN_LINKOPTS = [
"-s ASSERTIONS=2",
"-s ERROR_ON_UNDEFINED_SYMBOLS=1",
"-s DEMANGLE_SUPPORT=1",
"-s EXIT_RUNTIME=1",
"-s ALLOW_MEMORY_GROWTH=1",
"-s TOTAL_MEMORY=134217728",
]
exports_files([
"xnnpack_delegate.h",
])
cc_library(
name = "xnnpack_delegate",
srcs = ["xnnpack_delegate.cc"],
hdrs = ["xnnpack_delegate.h"],
linkstatic = True,
deps = [
"//tensorflow/lite:kernel_api",
"//tensorflow/lite:minimal_logging",
"//tensorflow/lite:util",
"//tensorflow/lite/c:common",
"//tensorflow/lite/schema:schema_fbs",
"//tensorflow/lite/tools/optimize/sparsity:format_converter",
"@FP16",
"@XNNPACK//:xnnpack_f32",
],
)
cc_library(
name = "xnnpack_delegate_hdrs_only",
hdrs = ["xnnpack_delegate.h"],
visibility = ["//tensorflow/lite:__subpackages__"],
deps = [
"//tensorflow/lite/c:common",
],
)
cc_library(
name = "xnnpack_delegate_test_mode",
srcs = ["xnnpack_delegate.cc"],
hdrs = ["xnnpack_delegate.h"],
copts = ["-DXNNPACK_DELEGATE_TEST_MODE=1"],
linkstatic = True,
deps = [
"//tensorflow/lite:kernel_api",
"//tensorflow/lite:minimal_logging",
"//tensorflow/lite:util",
"//tensorflow/lite/c:common",
"//tensorflow/lite/schema:schema_fbs",
"//tensorflow/lite/tools/optimize/sparsity:format_converter",
"@FP16",
"@XNNPACK",
],
)
################################ Tester classes ################################
cc_library(
name = "binary_elementwise_tester",
testonly = 1,
srcs = ["binary_elementwise_tester.cc"],
hdrs = ["binary_elementwise_tester.h"],
deps = [
"//tensorflow/lite:framework",
"//tensorflow/lite:schema_fbs_version",
"//tensorflow/lite/c:common",
"//tensorflow/lite/kernels:builtin_ops",
"//tensorflow/lite/schema:schema_fbs",
"@FP16",
"@com_google_googletest//:gtest",
"@flatbuffers",
],
)
cc_library(
name = "conv_2d_tester",
testonly = 1,
srcs = ["conv_2d_tester.cc"],
hdrs = ["conv_2d_tester.h"],
deps = [
"//tensorflow/lite:framework",
"//tensorflow/lite:schema_fbs_version",
"//tensorflow/lite/c:common",
"//tensorflow/lite/kernels:builtin_ops",
"//tensorflow/lite/schema:schema_fbs",
"@FP16",
"@com_google_googletest//:gtest",
"@flatbuffers",
],
)
cc_library(
name = "depthwise_conv_2d_tester",
testonly = 1,
srcs = ["depthwise_conv_2d_tester.cc"],
hdrs = ["depthwise_conv_2d_tester.h"],
deps = [
"//tensorflow/lite:framework",
"//tensorflow/lite:schema_fbs_version",
"//tensorflow/lite/c:common",
"//tensorflow/lite/kernels:builtin_ops",
"//tensorflow/lite/schema:schema_fbs",
"@FP16",
"@com_google_googletest//:gtest",
"@flatbuffers",
],
)
cc_library(
name = "fully_connected_tester",
testonly = 1,
srcs = ["fully_connected_tester.cc"],
hdrs = ["fully_connected_tester.h"],
deps = [
"//tensorflow/lite:framework",
"//tensorflow/lite:schema_fbs_version",
"//tensorflow/lite/c:common",
"//tensorflow/lite/kernels:builtin_ops",
"//tensorflow/lite/schema:schema_fbs",
"@FP16",
"@com_google_googletest//:gtest",
"@flatbuffers",
],
)
cc_library(
name = "leaky_relu_tester",
testonly = 1,
srcs = ["leaky_relu_tester.cc"],
hdrs = ["leaky_relu_tester.h"],
deps = [
"//tensorflow/lite:framework",
"//tensorflow/lite:schema_fbs_version",
"//tensorflow/lite/c:common",
"//tensorflow/lite/kernels:builtin_ops",
"//tensorflow/lite/schema:schema_fbs",
"@com_google_googletest//:gtest",
"@flatbuffers",
],
)
cc_library(
name = "pad_tester",
testonly = 1,
srcs = ["pad_tester.cc"],
hdrs = ["pad_tester.h"],
deps = [
"//tensorflow/lite:framework",
"//tensorflow/lite:schema_fbs_version",
"//tensorflow/lite/c:common",
"//tensorflow/lite/kernels:builtin_ops",
"//tensorflow/lite/schema:schema_fbs",
"@com_google_googletest//:gtest",
"@flatbuffers",
],
)
cc_library(
name = "pool_2d_tester",
testonly = 1,
srcs = ["pool_2d_tester.cc"],
hdrs = ["pool_2d_tester.h"],
deps = [
"//tensorflow/lite:framework",
"//tensorflow/lite:schema_fbs_version",
"//tensorflow/lite/c:common",
"//tensorflow/lite/kernels:builtin_ops",
"//tensorflow/lite/schema:schema_fbs",
"@com_google_googletest//:gtest",
"@flatbuffers",
],
)
cc_library(
name = "reduce_tester",
testonly = 1,
srcs = ["reduce_tester.cc"],
hdrs = ["reduce_tester.h"],
deps = [
"//tensorflow/lite:framework",
"//tensorflow/lite:schema_fbs_version",
"//tensorflow/lite/c:common",
"//tensorflow/lite/kernels:builtin_ops",
"//tensorflow/lite/schema:schema_fbs",
"@com_google_googletest//:gtest",
"@flatbuffers",
],
)
cc_library(
name = "softmax_tester",
testonly = 1,
srcs = ["softmax_tester.cc"],
hdrs = ["softmax_tester.h"],
deps = [
"//tensorflow/lite:framework",
"//tensorflow/lite:schema_fbs_version",
"//tensorflow/lite/c:common",
"//tensorflow/lite/kernels:builtin_ops",
"//tensorflow/lite/schema:schema_fbs",
"@com_google_googletest//:gtest",
"@flatbuffers",
],
)
cc_library(
name = "unary_elementwise_tester",
testonly = 1,
srcs = ["unary_elementwise_tester.cc"],
hdrs = ["unary_elementwise_tester.h"],
deps = [
"//tensorflow/lite:framework",
"//tensorflow/lite:schema_fbs_version",
"//tensorflow/lite/c:common",
"//tensorflow/lite/kernels:builtin_ops",
"//tensorflow/lite/schema:schema_fbs",
"@com_google_googletest//:gtest",
"@flatbuffers",
],
)
############################## Integration tests ###############################
cc_library(
name = "test_main",
testonly = 1,
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
"@com_google_googletest//:gtest_main",
],
)
cc_test(
name = "abs_test",
srcs = ["abs_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":test_main",
":unary_elementwise_tester",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "add_test",
srcs = ["add_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":binary_elementwise_tester",
":test_main",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "average_pool_2d_test",
srcs = ["average_pool_2d_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":pool_2d_tester",
":test_main",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "ceil_test",
srcs = ["ceil_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":test_main",
":unary_elementwise_tester",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "conv_2d_test",
srcs = ["conv_2d_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":conv_2d_tester",
":test_main",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "depthwise_conv_2d_test",
srcs = ["depthwise_conv_2d_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":depthwise_conv_2d_tester",
":test_main",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "div_test",
srcs = ["div_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":binary_elementwise_tester",
":test_main",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "fully_connected_test",
srcs = ["fully_connected_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":fully_connected_tester",
":test_main",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "floor_test",
srcs = ["floor_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":test_main",
":unary_elementwise_tester",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "hard_swish_test",
srcs = ["hard_swish_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":test_main",
":unary_elementwise_tester",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "leaky_relu_test",
srcs = ["leaky_relu_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":leaky_relu_tester",
":test_main",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "logistic_test",
srcs = ["logistic_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":test_main",
":unary_elementwise_tester",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "max_pool_2d_test",
srcs = ["max_pool_2d_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":pool_2d_tester",
":test_main",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "maximum_test",
srcs = ["maximum_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":binary_elementwise_tester",
":test_main",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "mean_test",
srcs = ["mean_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":reduce_tester",
":test_main",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "minimum_test",
srcs = ["minimum_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":binary_elementwise_tester",
":test_main",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "mul_test",
srcs = ["mul_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":binary_elementwise_tester",
":test_main",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "neg_test",
srcs = ["neg_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":test_main",
":unary_elementwise_tester",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "pad_test",
srcs = ["pad_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":pad_tester",
":test_main",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "relu_test",
srcs = ["relu_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":test_main",
":unary_elementwise_tester",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "relu6_test",
srcs = ["relu6_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":test_main",
":unary_elementwise_tester",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "relu_n1_to_1_test",
srcs = ["relu_n1_to_1_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":test_main",
":unary_elementwise_tester",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "round_test",
srcs = ["round_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":test_main",
":unary_elementwise_tester",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "softmax_test",
srcs = ["softmax_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":softmax_tester",
":test_main",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "square_test",
srcs = ["square_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":test_main",
":unary_elementwise_tester",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "squared_difference_test",
srcs = ["squared_difference_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":binary_elementwise_tester",
":test_main",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
cc_test(
name = "sub_test",
srcs = ["sub_test.cc"],
linkopts = select({
"//tensorflow:emscripten": EMSCRIPTEN_LINKOPTS,
"//conditions:default": [],
}),
deps = [
":binary_elementwise_tester",
":test_main",
":xnnpack_delegate_test_mode",
"@com_google_googletest//:gtest",
],
)
tflite_portable_test_suite_combined(combine_conditions = {"deps": [":test_main"]})