| load("@bazel_skylib//lib:selects.bzl", "selects") |
| load("//tensorflow:tensorflow.bzl", "transitive_hdrs") |
| load("//tensorflow/lite:build_def.bzl", "tflite_copts") |
| load("//tensorflow/lite/micro:build_def.bzl", "micro_copts") |
| load("//tensorflow/lite:special_rules.bzl", "tflite_portable_test_suite_combined") |
| load("//tensorflow:tensorflow.bzl", "get_compatible_with_portable") |
| |
| 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", |
| ], |
| ":armhf": [ |
| "-O3", |
| "-mfpu=neon", |
| ], |
| ":armv7a": [ |
| "-O3", |
| "-mfpu=neon", |
| ], |
| "//conditions:default": [ |
| "-O3", |
| ], |
| }) |
| |
| cc_library( |
| name = "compatibility", |
| hdrs = ["compatibility.h"], |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts(), |
| deps = [ |
| "//tensorflow/lite/kernels:op_macros", |
| ], |
| ) |
| |
| cc_library( |
| name = "types", |
| hdrs = ["types.h"], |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts(), |
| deps = [ |
| ":compatibility", |
| ], |
| ) |
| |
| cc_library( |
| name = "legacy_types", |
| hdrs = ["legacy_types.h"], |
| copts = tflite_copts(), |
| 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 = "armhf", |
| values = { |
| "cpu": "armhf", |
| }, |
| ) |
| |
| 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 = "ios_arm64e", |
| values = { |
| "cpu": "ios_arm64e", |
| }, |
| ) |
| |
| 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 = "windows", |
| values = { |
| "cpu": "x64_windows", |
| }, |
| ) |
| |
| config_setting( |
| name = "raspberry_pi_with_neon", |
| define_values = { |
| "raspberry_pi_with_neon": "true", |
| }, |
| values = { |
| "cpu": "armeabi", |
| }, |
| ) |
| |
| config_setting( |
| name = "tf_lite_static_memory", |
| values = { |
| "copt": "-DTF_LITE_STATIC_MEMORY", |
| "cpu": "k8", |
| }, |
| ) |
| |
| cc_library( |
| name = "common", |
| srcs = [], |
| hdrs = ["common.h"], |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts(), |
| deps = [ |
| ":cppmath", |
| ":cpu_check", |
| ":types", |
| "@gemmlowp//:fixedpoint", |
| ], |
| ) |
| |
| cc_library( |
| name = "optimized_base", |
| srcs = [], |
| hdrs = [ |
| "optimized/batch_matmul.h", |
| "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/depthwise_conv_hybrid.h", |
| "optimized/integer_ops/depthwise_conv_hybrid_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/transpose_conv.h", |
| "optimized/optimized_ops.h", |
| "optimized/sparse_ops/fully_connected.h", |
| ], |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts(), |
| deps = [ |
| ":common", |
| ":compatibility", |
| ":cpu_check", |
| ":quantization_util", |
| ":strided_slice_logic", |
| ":types", |
| ":reference_base", |
| ":cppmath", |
| ":tensor", |
| ":tensor_utils", |
| ":transpose_utils", |
| "//third_party/eigen3", |
| "@gemmlowp//:fixedpoint", |
| "@ruy//ruy/profiler:instrumentation", |
| "//tensorflow/lite/c:common", |
| "//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, |
| ":windows": 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", |
| ":transpose_utils", |
| ":types", |
| ":legacy_reference_base", |
| ":cppmath", |
| "//third_party/eigen3", |
| "@gemmlowp", |
| "//tensorflow/lite/c:common", |
| "//tensorflow/lite/kernels:cpu_backend_context", |
| "//tensorflow/lite/kernels:cpu_backend_threadpool", |
| "//tensorflow/lite/kernels:cpu_backend_gemm", |
| "@ruy//ruy/profiler:instrumentation", |
| ] + 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, |
| ":windows": tflite_deps_intel, |
| "//conditions:default": [], |
| }), |
| ) |
| |
| cc_library( |
| name = "optimized_eigen", |
| hdrs = [ |
| "optimized/eigen_spatial_convolutions.h", |
| "optimized/eigen_tensor_reduced_instantiations_oss.h", |
| "optimized/multithreaded_conv.h", |
| ], |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts(), |
| deps = [ |
| ":common", |
| ":optimized_base", |
| ":types", |
| "//tensorflow/core/kernels:eigen_spatial_convolutions-inl", |
| "//tensorflow/lite/c:common", |
| "//third_party/eigen3", |
| ], |
| ) |
| |
| cc_test( |
| name = "tensor_test", |
| srcs = ["tensor_test.cc"], |
| deps = [ |
| ":tensor", |
| "@com_google_googletest//:gtest_main", |
| ], |
| ) |
| |
| cc_library( |
| name = "cppmath", |
| srcs = [], |
| hdrs = [ |
| "cppmath.h", |
| "max.h", |
| "min.h", |
| ], |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts(), |
| ) |
| |
| cc_library( |
| name = "quantization_util", |
| srcs = ["quantization_util.cc"], |
| hdrs = ["quantization_util.h"], |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts() + micro_copts(), |
| linkopts = select({ |
| "//tensorflow:windows": [], |
| "//conditions:default": ["-lm"], |
| }), |
| deps = [ |
| ":compatibility", |
| ":cppmath", |
| ":types", |
| ], |
| ) |
| |
| cc_test( |
| name = "quantization_util_test", |
| srcs = ["quantization_util_test.cc"], |
| deps = [ |
| ":common", |
| ":quantization_util", |
| "@com_google_googletest//:gtest_main", |
| ], |
| ) |
| |
| cc_library( |
| name = "transpose_utils", |
| srcs = [ |
| "transpose_utils.cc", |
| ], |
| hdrs = [ |
| "transpose_utils.h", |
| ], |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts(), |
| deps = [ |
| ":types", |
| ], |
| ) |
| |
| cc_test( |
| name = "transpose_utils_test", |
| srcs = ["transpose_utils_test.cc"], |
| deps = [ |
| ":transpose_utils", |
| "@com_google_googletest//:gtest", |
| ], |
| ) |
| |
| cc_library( |
| name = "strided_slice_logic", |
| srcs = [], |
| hdrs = [ |
| "strided_slice_logic.h", |
| ], |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts(), |
| deps = [ |
| ":compatibility", |
| ":types", |
| ], |
| ) |
| |
| cc_library( |
| name = "reference_base", |
| srcs = [], |
| hdrs = [ |
| "reference/add.h", |
| "reference/arg_min_max.h", |
| "reference/batch_matmul.h", |
| "reference/binary_function.h", |
| "reference/broadcast_to.h", |
| "reference/ceil.h", |
| "reference/comparisons.h", |
| "reference/concatenation.h", |
| "reference/conv.h", |
| "reference/densify.h", |
| "reference/depthwiseconv_float.h", |
| "reference/depthwiseconv_uint8.h", |
| "reference/dequantize.h", |
| "reference/div.h", |
| "reference/exp.h", |
| "reference/fill.h", |
| "reference/floor.h", |
| "reference/floor_mod.h", |
| "reference/floor_div.h", |
| "reference/fully_connected.h", |
| "reference/hard_swish.h", |
| "reference/integer_ops/add.h", |
| "reference/integer_ops/conv.h", |
| "reference/integer_ops/depthwise_conv.h", |
| "reference/integer_ops/fully_connected.h", |
| "reference/integer_ops/l2normalization.h", |
| "reference/integer_ops/logistic.h", |
| "reference/integer_ops/mean.h", |
| "reference/integer_ops/mul.h", |
| "reference/integer_ops/pooling.h", |
| "reference/integer_ops/tanh.h", |
| "reference/integer_ops/transpose_conv.h", |
| "reference/l2normalization.h", |
| "reference/logistic.h", |
| "reference/maximum_minimum.h", |
| "reference/mul.h", |
| "reference/neg.h", |
| "reference/non_max_suppression.h", |
| "reference/pad.h", |
| "reference/pooling.h", |
| "reference/prelu.h", |
| "reference/process_broadcast_shapes.h", |
| "reference/quantize.h", |
| "reference/reduce.h", |
| "reference/requantize.h", |
| "reference/resize_nearest_neighbor.h", |
| "reference/round.h", |
| "reference/softmax.h", |
| "reference/space_to_depth.h", |
| "reference/strided_slice.h", |
| "reference/sub.h", |
| "reference/svdf.h", |
| "reference/tanh.h", |
| "reference/transpose_conv.h", |
| ] + select({ |
| ":tf_lite_static_memory": [], |
| "//conditions:default": [ |
| "reference/integer_ops/dequantize.h", |
| "reference/integer_ops/log_softmax.h", |
| "reference/reference_ops.h", |
| "reference/string_comparisons.h", |
| "reference/sparse_ops/fully_connected.h", |
| ], |
| }), |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts(), |
| # We are disabling parse_headers for this header-only target so that the |
| # external and internal builds are consistent. The primary issue here is |
| # that parse_headers is not supported with bazel and the TFLM team would |
| # really like to have all build errors in shared Micro/Lite code be |
| # reproducible from the OSS build as well. |
| # |
| # See b/175817116 for more details. |
| features = ["-parse_headers"], |
| deps = [ |
| ":common", |
| ":compatibility", |
| ":cppmath", |
| ":portable_tensor_utils", |
| ":quantization_util", |
| ":strided_slice_logic", |
| ":tensor", |
| ":tensor_utils", |
| ":types", |
| "//third_party/eigen3", |
| "@gemmlowp//:fixedpoint", |
| "@ruy//ruy/profiler:instrumentation", |
| "//tensorflow/lite:string_util", |
| "//tensorflow/lite/c:common", |
| "//tensorflow/lite/kernels:kernel_util", |
| "//tensorflow/lite/kernels:op_macros", |
| "//tensorflow/lite/tools/optimize/sparsity:format_converter", |
| ] + 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, |
| ":windows": 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/concatenation.h", |
| "reference/conv.h", |
| "reference/densify.h", |
| "reference/depthwiseconv_float.h", |
| "reference/depthwiseconv_uint8.h", |
| "reference/dequantize.h", |
| "reference/div.h", |
| "reference/exp.h", |
| "reference/fill.h", |
| "reference/floor.h", |
| "reference/floor_mod.h", |
| "reference/floor_div.h", |
| "reference/fully_connected.h", |
| "reference/hard_swish.h", |
| "reference/l2normalization.h", |
| "reference/legacy_reference_ops.h", |
| "reference/logistic.h", |
| "reference/maximum_minimum.h", |
| "reference/mul.h", |
| "reference/neg.h", |
| "reference/pad.h", |
| "reference/pooling.h", |
| "reference/prelu.h", |
| "reference/process_broadcast_shapes.h", |
| "reference/quantize.h", |
| "reference/reduce.h", |
| "reference/reference_ops.h", |
| "reference/requantize.h", |
| "reference/resize_nearest_neighbor.h", |
| "reference/round.h", |
| "reference/softmax.h", |
| "reference/space_to_depth.h", |
| "reference/strided_slice.h", |
| "reference/string_comparisons.h", |
| "reference/sub.h", |
| "reference/tanh.h", |
| "reference/transpose_conv.h", |
| ], |
| copts = tflite_copts(), |
| # We are disabling parse_headers for this header-only target so that the |
| # external and internal builds are consistent. The primary issue here is |
| # that parse_headers is not supported with bazel and the TFLM team would |
| # really like to have all build errors in shared Micro/Lite code be |
| # reproducible from the OSS build as well. |
| # |
| # See b/175817116 for more details. |
| features = ["-parse_headers"], |
| deps = [ |
| ":common", |
| ":compatibility", |
| ":quantization_util", |
| ":cppmath", |
| ":strided_slice_logic", |
| ":legacy_types", |
| ":tensor", |
| ":types", |
| "//third_party/eigen3", |
| "@gemmlowp", |
| "//tensorflow/lite/c:common", |
| "//tensorflow/lite/kernels:op_macros", |
| "@ruy//ruy/profiler:instrumentation", |
| "//tensorflow/lite/tools/optimize/sparsity:format_converter", |
| "//tensorflow/lite:string_util", |
| ] + 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, |
| ":windows": tflite_deps_intel, |
| "//conditions:default": [], |
| }), |
| ) |
| |
| cc_library( |
| name = "tensor", |
| hdrs = [ |
| "portable_tensor.h", |
| "tensor_ctypes.h", |
| ] + select({ |
| ":tf_lite_static_memory": [], |
| "//conditions:default": [ |
| "tensor.h", |
| ], |
| }), |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts(), |
| deps = [ |
| ":types", |
| "//tensorflow/lite:string_util", |
| "//tensorflow/lite/c:common", |
| ], |
| ) |
| |
| # Deprecated version of :tensor, kept for backwards compatibility. |
| cc_library( |
| name = "reference", |
| hdrs = [ |
| "portable_tensor.h", |
| "tensor_ctypes.h", |
| ] + select({ |
| ":tf_lite_static_memory": [], |
| "//conditions:default": [ |
| "tensor.h", |
| ], |
| }), |
| copts = tflite_copts(), |
| deps = [ |
| ":types", |
| "//tensorflow/lite:string_util", |
| "//tensorflow/lite/c:common", |
| ], |
| ) |
| |
| cc_library( |
| name = "portable_tensor_utils", |
| srcs = [ |
| "reference/portable_tensor_utils.cc", |
| ], |
| hdrs = [ |
| "reference/portable_tensor_utils.h", |
| "reference/portable_tensor_utils_impl.h", |
| ], |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts(), |
| deps = [ |
| ":common", |
| ":compatibility", |
| ":cppmath", |
| "@gemmlowp", |
| ], |
| ) |
| |
| cc_library( |
| name = "neon_tensor_utils", |
| srcs = [ |
| "optimized/neon_tensor_utils.cc", |
| ], |
| hdrs = [ |
| "optimized/neon_tensor_utils.h", |
| "optimized/neon_tensor_utils_impl.h", |
| ], |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts() + NEON_FLAGS_IF_APPLICABLE + HARD_FP_FLAGS_IF_APPLICABLE, |
| deps = [ |
| ":common", |
| ":compatibility", |
| ":cppmath", |
| ":cpu_check", |
| ":portable_tensor_utils", |
| "//tensorflow/lite/kernels:cpu_backend_context", |
| "//tensorflow/lite/kernels:cpu_backend_gemm", |
| "@ruy//ruy", |
| ], |
| ) |
| |
| 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", |
| ], |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts(), |
| deps = [ |
| ":cpu_check", |
| ":neon_tensor_utils", |
| ":portable_tensor_utils", |
| "//tensorflow/lite/c:common", |
| "//tensorflow/lite/kernels:cpu_backend_context", |
| "//tensorflow/lite/kernels:cpu_backend_gemm", |
| "//tensorflow/lite/kernels:op_macros", |
| "@ruy//ruy/profiler:instrumentation", |
| ], |
| ) |
| |
| cc_library( |
| name = "kernel_utils", |
| srcs = ["kernel_utils.cc"], |
| hdrs = ["kernel_utils.h"], |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts() + micro_copts(), |
| deps = [ |
| ":tensor_utils", |
| "//tensorflow/lite/c:common", |
| ], |
| ) |
| |
| # 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", |
| ], |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts(), |
| deps = [ |
| "//third_party/fft2d:fft2d_headers", |
| "@fft2d", |
| ], |
| ) |
| |
| cc_library( |
| name = "tensor_utils", |
| srcs = [ |
| "tensor_utils.cc", |
| ], |
| hdrs = [ |
| "tensor_utils.h", |
| ], |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts() + NEON_FLAGS_IF_APPLICABLE, |
| deps = [ |
| ":cpu_check", |
| "//third_party/eigen3", |
| "//tensorflow/lite/c:common", |
| ] + selects.with_or({ |
| ( |
| ":aarch64", |
| ":arm", |
| ":arm64-v8a", |
| ":armeabi-v7a", |
| ":armhf", |
| ":armv7a", |
| ":ios_armv7", |
| ":ios_arm64", |
| ":ios_arm64e", |
| ":raspberry_pi_with_neon", |
| ): [":neon_tensor_utils"], |
| ( |
| ":darwin", |
| ":darwin_x86_64", |
| ":freebsd", |
| ":haswell", |
| ":ios_x86_64", |
| ":x86_64", |
| ":x86", |
| ":k8", |
| ":windows", |
| ): [ |
| ":sse_tensor_utils", |
| ], |
| ( |
| ":tf_lite_static_memory", |
| "//conditions:default", |
| ): [":portable_tensor_utils"], |
| }), |
| ) |
| |
| cc_library( |
| name = "test_util", |
| srcs = ["test_util.cc"], |
| hdrs = ["test_util.h"], |
| copts = tflite_copts(), |
| 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 = [ |
| ":common", |
| ":quantization_util", |
| ":tensor_utils", |
| "//tensorflow/lite/c:common", |
| "//tensorflow/lite/kernels:cpu_backend_context", |
| "//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/kernels:cpu_backend_context", |
| "@com_google_absl//absl/strings", |
| "@com_google_googletest//:gtest_main", |
| "@ruy//ruy:context", |
| ], |
| ) |
| |
| 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 = "depthwiseconv_per_channel_quantized_16x8_test", |
| srcs = [ |
| "depthwiseconv_per_channel_quantized_16x8_test.cc", |
| ], |
| shard_count = 2, |
| deps = [ |
| ":common", |
| ":quantization_util", |
| ":reference_base", |
| ":test_util", |
| ":types", |
| "@com_google_googletest//:gtest_main", |
| ], |
| ) |
| |
| cc_test( |
| name = "conv_per_channel_quantized_16x8_test", |
| srcs = [ |
| "conv_per_channel_quantized_16x8_test.cc", |
| ], |
| shard_count = 2, |
| deps = [ |
| ":common", |
| ":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", |
| ":reference_base", |
| ":test_util", |
| "@com_google_googletest//:gtest_main", |
| ], |
| ) |
| |
| cc_test( |
| name = "maxpool_quantized_test", |
| timeout = "long", |
| srcs = [ |
| "maxpool_quantized_test.cc", |
| ], |
| shard_count = 1, |
| deps = [ |
| ":optimized_base", |
| ":reference_base", |
| ":test_util", |
| "@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", |
| srcs = ["optimized/cpu_check.cc"], |
| hdrs = [ |
| "optimized/cpu_check.h", |
| "optimized/neon_check.h", |
| "optimized/sse_check.h", |
| ], |
| compatible_with = get_compatible_with_portable(), |
| copts = tflite_copts(), |
| deps = 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, |
| ":windows": 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", |
| ], |
| ) |
| |
| cc_test( |
| name = "non_max_suppression_test", |
| srcs = ["non_max_suppression_test.cc"], |
| deps = [ |
| ":reference_base", |
| "//tensorflow/lite/kernels:test_util", |
| "@com_google_googletest//:gtest_main", |
| ], |
| ) |
| |
| cc_test( |
| name = "per_channel_dequantize_test", |
| srcs = ["per_channel_dequantize_test.cc"], |
| deps = [ |
| ":reference_base", |
| ":types", |
| "//tensorflow/lite/kernels:test_util", |
| "@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_combined(combine_conditions = {"deps": ["//testing/base/public:gunit_main"]}) |
