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# Description:
# Op kernel implementations for TensorFlow.
#
# Note: Any test that uses GPU support and which we would like to
# benchmark should be linked statically so that it can be executed
# from a py_binary or cuda_py_test test logger. For such a test,
# append "_gpu" to the test name to invoke the GPU benchmarks. Example:
#
# # for CPU tests
# $ bazel test --config opt //third_party/tensorflow/core/kernels:my_op_test
# # for GPU benchmarks
# $ bazel run --config opt --config=cuda //third_party/tensorflow/core/kernels:my_op_test_gpu -- --benchmarks=..
#
package(default_visibility = ["//visibility:public"])
licenses(["notice"]) # Apache 2.0
package_group(
name = "friends",
packages = [
"//learning/brain/contrib/...",
"//learning/brain/research/sparse_matrix/...",
"//learning/faster_training/...",
"//tensorflow/...",
],
)
load(
"//tensorflow:tensorflow.bzl",
"if_android",
"tf_cc_test",
"tf_cc_tests",
"tf_cc_binary",
"tf_copts",
"tf_opts_nortti_if_android",
"tf_kernel_library",
"tf_mkl_kernel_library",
"cc_header_only_library",
"if_not_windows",
)
load("@local_config_sycl//sycl:build_defs.bzl", "if_sycl")
load("//tensorflow:tensorflow.bzl", "tf_cuda_cc_test")
load("//tensorflow:tensorflow.bzl", "tf_cuda_cc_tests")
load(
"//tensorflow/core:platform/default/build_config.bzl",
"tf_proto_library",
"tf_kernel_tests_linkstatic",
)
load(
"//third_party/mkl:build_defs.bzl",
"if_mkl",
)
load("@local_config_cuda//cuda:build_defs.bzl", "if_cuda")
config_setting(
# Add "--define tensorflow_xsmm=1" to your build command to use libxsmm for
# convolutions (and possibly more in the future). You will also need
# appropriate -mavx*, as required by specific op you use.
name = "xsmm",
values = {
"define": "tensorflow_xsmm=1",
},
)
config_setting(
# Add "--define tensorflow_xsmm_backward=1" to your build command to use
# libxsmm for backward convolutions (and possibly more in the future). You
# will also need appropriate -mavx*, as required by specific op you use.
name = "xsmm_backward",
values = {
"define": "tensorflow_xsmm_backward=1",
},
)
# Public support libraries ----------------------------------------------------
cc_library(
name = "assign_op",
hdrs = ["assign_op.h"],
deps = [
"//tensorflow/core:framework",
"//third_party/eigen3",
],
)
tf_kernel_library(
name = "strided_slice_op",
srcs = [
"strided_slice_op.cc",
"strided_slice_op_inst_0.cc",
"strided_slice_op_inst_1.cc",
"strided_slice_op_inst_2.cc",
"strided_slice_op_inst_3.cc",
"strided_slice_op_inst_4.cc",
"strided_slice_op_inst_5.cc",
"strided_slice_op_inst_6.cc",
"strided_slice_op_inst_7.cc",
],
hdrs = [
"slice_op.h",
"strided_slice_op.h",
"strided_slice_op_impl.h",
],
gpu_srcs = [
"slice_op.h",
"strided_slice_op.h",
"strided_slice_op_impl.h",
"strided_slice_op_gpu.cu.cc",
],
deps = [
":bounds_check",
":dense_update_functor",
":ops_util",
":variable_ops",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//third_party/eigen3",
],
)
tf_kernel_library(
name = "concat_lib",
srcs = [
"concat_lib_cpu.cc",
"concat_lib_gpu.cc",
],
hdrs = [
"concat_lib.h",
"concat_lib_cpu.h",
],
gpu_srcs = [
"concat_lib_gpu_impl.cu.cc",
"concat_lib.h",
"cuda_device_array.h",
"cuda_device_array_gpu.h",
],
deps = [
":bounds_check",
"//tensorflow/core:framework",
"//third_party/eigen3",
],
alwayslink = 0,
)
cc_library(
name = "concat_lib_hdrs",
hdrs = [
"concat_lib.h",
"concat_lib_cpu.h",
],
deps = ["//third_party/eigen3"],
)
cc_library(
name = "conv_2d",
hdrs = ["conv_2d.h"],
deps = [
":eigen_helpers",
":gpu_util_hdrs",
"//tensorflow/core:framework",
"//third_party/eigen3",
],
)
cc_library(
name = "conv_2d_hdrs",
hdrs = ["conv_2d.h"],
deps = [
":eigen_helpers",
"//third_party/eigen3",
],
)
tf_kernel_library(
name = "extract_image_patches_op",
prefix = "extract_image_patches_op",
deps = [
":bounds_check",
":eigen_helpers",
":ops_util",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//third_party/eigen3",
],
)
cc_library(
name = "conv_3d",
hdrs = ["conv_3d.h"],
deps = [
":eigen_helpers",
"//tensorflow/core:framework",
],
)
cc_library(
name = "fill_functor",
srcs = ["fill_functor.cc"],
hdrs = ["fill_functor.h"],
deps = [
"//tensorflow/core:framework",
"//third_party/eigen3",
],
)
cc_library(
name = "initializable_lookup_table",
srcs = ["initializable_lookup_table.cc"],
hdrs = ["initializable_lookup_table.h"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
],
)
cc_library(
name = "lookup_util",
srcs = ["lookup_util.cc"],
hdrs = ["lookup_util.h"],
deps = [
":initializable_lookup_table",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
],
)
cc_library(
name = "ops_testutil",
testonly = 1,
hdrs = ["ops_testutil.h"],
deps = [
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:tensor_testutil",
"//tensorflow/core:test",
],
)
cc_library(
name = "ops_util",
srcs = ["ops_util.cc"],
hdrs = ["ops_util.h"],
copts = if_not_windows(["-Wno-sign-compare"]),
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//third_party/eigen3",
],
)
cc_library(
name = "ops_util_hdrs",
hdrs = ["ops_util.h"],
deps = ["//third_party/eigen3"],
)
cc_library(
name = "conv_ops_gpu_hdrs",
hdrs = ["conv_ops_gpu.h"],
deps = ["//third_party/eigen3"],
)
cc_library(
name = "gpu_util_hdrs",
hdrs = ["gpu_utils.h"],
deps = ["//third_party/eigen3"],
)
tf_cc_test(
name = "ops_util_test",
size = "small",
srcs = ["ops_util_test.cc"],
deps = [
":ops_util",
"//tensorflow/core:framework",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//third_party/eigen3",
],
)
tf_cc_test(
name = "variable_ops_test",
size = "small",
srcs = ["variable_ops_test.cc"],
deps = [
"//tensorflow/core:all_kernels",
"//tensorflow/core:core_cpu",
"//tensorflow/core:direct_session_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
],
)
tf_kernel_library(
name = "stage_op",
srcs = ["stage_op.cc"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
],
)
tf_kernel_library(
name = "map_stage_op",
srcs = ["map_stage_op.cc"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
],
)
cc_library(
name = "queue_base",
srcs = ["queue_base.cc"],
hdrs = ["queue_base.h"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
],
)
cc_library(
name = "queue_op",
hdrs = ["queue_op.h"],
deps = [
":queue_base",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
],
)
cc_library(
name = "priority_queue",
srcs = ["priority_queue.cc"],
hdrs = ["priority_queue.h"],
deps = [
":queue_base",
":typed_queue",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
],
)
tf_kernel_library(
name = "record_input_op",
srcs = [
"record_input_op.cc",
"record_yielder.cc",
"record_yielder.h",
],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
],
)
cc_library(
name = "save_restore_tensor",
srcs = ["save_restore_tensor.cc"],
hdrs = ["save_restore_tensor.h"],
copts = if_not_windows(["-Wno-sign-compare"]),
deps = [
":bounds_check",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core/util/tensor_bundle",
],
)
tf_kernel_library(
name = "split_lib",
srcs = ["split_lib_cpu.cc"],
hdrs = ["split_lib.h"],
gpu_srcs = [
"split_lib_gpu.cu.cc",
"split_lib.h",
],
deps = [
":cuda_device_array",
"//tensorflow/core:framework",
"//third_party/eigen3",
],
alwayslink = 0,
)
cc_library(
name = "split_lib_hdrs",
hdrs = [
"split_lib.h",
],
deps = [
"//tensorflow/core:framework_lite",
"//third_party/eigen3",
],
)
cc_library(
name = "typed_queue",
hdrs = ["typed_queue.h"],
deps = [
":queue_base",
"//tensorflow/core:framework",
],
)
cc_library(
name = "training_op_helpers",
srcs = ["training_op_helpers.cc"],
hdrs = ["training_op_helpers.h"],
visibility = [":friends"],
deps = [
":dense_update_functor",
":variable_ops",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
],
)
cc_library(
name = "bounds_check",
hdrs = ["bounds_check.h"],
visibility = [":friends"],
deps = [
"//tensorflow/core:framework_lite",
"//third_party/eigen3",
],
)
cc_library(
name = "warn_about_ints",
srcs = ["warn_about_ints.cc"],
hdrs = ["warn_about_ints.h"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:protos_all_cc",
],
)
# Private support libraries ---------------------------------------------------
cc_header_only_library(
name = "bounds_check_lib",
deps = [":bounds_check"],
)
cc_library(
name = "cuda_device_array",
hdrs = [
"cuda_device_array.h",
"cuda_device_array_gpu.h",
],
visibility = ["//tensorflow:__subpackages__"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:gpu_headers_lib",
"//tensorflow/core:lib",
],
)
cc_library(
name = "eigen_helpers",
hdrs = [
"eigen_activations.h",
"eigen_attention.h",
"eigen_backward_cuboid_convolutions.h",
"eigen_backward_spatial_convolutions.h",
"eigen_cuboid_convolution.h",
"eigen_pooling.h",
"eigen_softmax.h",
"eigen_spatial_convolutions.h",
"eigen_volume_patch.h",
],
deps = [
"//third_party/eigen3",
],
)
cc_library(
name = "image_resizer_state",
hdrs = ["image_resizer_state.h"],
visibility = ["//visibility:private"],
deps = [
":bounds_check",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//third_party/eigen3",
],
)
cc_header_only_library(
name = "image_resizer_state_lib",
deps = [":image_resizer_state"],
)
# OpKernel libraries ----------------------------------------------------------
ARRAY_DEPS = [
":bounds_check",
":concat_lib",
":fill_functor",
":gather_functor",
":ops_util",
":transpose_functor",
"//tensorflow/core:array_grad",
"//tensorflow/core:array_ops_op_lib",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:proto_text",
"//tensorflow/core:protos_all_cc",
"//third_party/eigen3",
] + if_sycl(["//tensorflow/core:sycl_runtime"])
cc_library(
name = "array_not_windows",
deps = [
":immutable_constant_op",
],
)
tf_kernel_library(
name = "immutable_constant_op",
prefix = "immutable_constant_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "set_kernels",
prefix = "set_kernels",
deps = [
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:lib",
"//tensorflow/core:set_ops_op_lib",
"//third_party/eigen3",
],
)
tf_kernel_library(
name = "debug_ops",
prefix = "debug_ops",
deps = ARRAY_DEPS + [
"//tensorflow/core:gpu_runtime",
"//tensorflow/core/debug:debug_io_utils",
],
)
cc_library(
name = "array",
deps = [
":batch_space_ops",
":bcast_ops",
":bitcast_op",
":concat_op",
":constant_op",
":depth_space_ops",
":diag_op",
":edit_distance_op",
":extract_image_patches_op",
":gather_nd_op",
":gather_op",
":identity_n_op",
":identity_op",
":inplace_ops",
":listdiff_op",
":matrix_band_part_op",
":matrix_diag_op",
":matrix_set_diag_op",
":mirror_pad_op",
":one_hot_op",
":pack_op",
":pad_op",
":quantize_and_dequantize_op",
":reshape_op",
":reverse_op",
":reverse_sequence_op",
":shape_ops",
":slice_op",
":split_op",
":split_v_op",
":strided_slice_op",
":tile_ops",
":transpose_op",
":unique_op",
":unpack_op",
":where_op",
],
)
tf_kernel_library(
name = "bcast_ops",
prefix = "bcast_ops",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "bitcast_op",
prefix = "bitcast_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "concat_op",
prefix = "concat_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "constant_op",
prefix = "constant_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "diag_op",
prefix = "diag_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "edit_distance_op",
prefix = "edit_distance_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "gather_nd_op",
prefix = "gather_nd_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "gather_op",
prefix = "gather_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "identity_op",
prefix = "identity_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "identity_n_op",
prefix = "identity_n_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "listdiff_op",
prefix = "listdiff_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "matrix_band_part_op",
prefix = "matrix_band_part_op",
deps = if_cuda([
":cuda_solvers",
]) + ARRAY_DEPS,
)
tf_kernel_library(
name = "matrix_diag_op",
prefix = "matrix_diag_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "matrix_set_diag_op",
prefix = "matrix_set_diag_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "mirror_pad_op",
prefix = "mirror_pad_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "one_hot_op",
prefix = "one_hot_op",
deps = ARRAY_DEPS + ["//tensorflow/core:overflow"],
)
tf_kernel_library(
name = "pack_op",
prefix = "pack_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "pad_op",
prefix = "pad_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "quantize_and_dequantize_op",
prefix = "quantize_and_dequantize_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "compare_and_bitpack_op",
srcs = ["compare_and_bitpack_op.cc"],
hdrs = ["compare_and_bitpack_op.h"],
gpu_srcs = [
"compare_and_bitpack_op.h",
"compare_and_bitpack_op_gpu.cu.cc",
],
deps = ARRAY_DEPS,
)
# TODO(ebrevdo): Add benchmarks once the op is in the autogen array namespace.
# tf_cuda_cc_test(
# name = "compare_and_bitpack_op_test",
# srcs = ["compare_and_bitpack_op_test.cc"],
# deps = [
# ":array",
# ":ops_testutil",
# ":ops_util",
# "//third_party/eigen3",
# "//tensorflow/cc:cc_ops",
# "//tensorflow/cc:cc_ops_internal",
# "//tensorflow/core:core_cpu",
# "//tensorflow/core:core_cpu_internal",
# "//tensorflow/core:framework",
# "//tensorflow/core:lib",
# "//tensorflow/core:protos_all_cc",
# "//tensorflow/core:test",
# "//tensorflow/core:test_main",
# "//tensorflow/core:testlib",
# ],
# )
tf_kernel_library(
name = "reshape_op",
prefix = "reshape_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "reverse_op",
prefix = "reverse_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "reverse_sequence_op",
prefix = "reverse_sequence_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "shape_ops",
prefix = "shape_ops",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "slice_op",
prefix = "slice_op",
deps = ARRAY_DEPS + [":strided_slice_op"],
)
tf_kernel_library(
name = "split_op",
gpu_srcs = ["cuda_device_array.h"],
prefix = "split_op",
deps = ARRAY_DEPS + [":split_lib"],
)
tf_kernel_library(
name = "split_v_op",
gpu_srcs = ["cuda_device_array.h"],
prefix = "split_v_op",
deps = ARRAY_DEPS + [":split_lib"],
)
tf_kernel_library(
name = "inplace_ops",
prefix = "inplace_ops",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "tile_ops",
srcs = ["tile_functor_cpu.cc"],
hdrs = ["tile_functor.h"],
gpu_srcs = [
"tile_functor.h",
"tile_functor_gpu.cu.cc",
],
prefix = "tile_ops",
textual_hdrs = ["tile_ops_gpu_impl.h"],
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "transpose_op",
srcs = [
"transpose_op.cc",
] + if_mkl([
"mkl_transpose_op.cc",
]),
hdrs = ["transpose_op.h"],
deps = ARRAY_DEPS + if_mkl([
"//third_party/mkl:intel_binary_blob",
"@mkl_dnn//:mkl_dnn",
]),
)
tf_kernel_library(
name = "unique_op",
prefix = "unique_op",
deps = ARRAY_DEPS,
)
tf_kernel_library(
name = "unpack_op",
prefix = "unpack_op",
deps = ARRAY_DEPS + [":split_lib"],
)
tf_kernel_library(
name = "where_op",
prefix = "where_op",
deps = if_cuda([
":cuda_solvers",
"@cub_archive//:cub",
]) + ARRAY_DEPS,
)
tf_cc_test(
name = "batch_norm_op_test",
size = "small",
srcs = ["batch_norm_op_test.cc"],
deps = [
":batch_norm_op",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "ops_testutil_test",
size = "small",
srcs = ["ops_testutil_test.cc"],
deps = [
":identity_op",
":ops_testutil",
":ops_util",
":variable_ops",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "concat_op_test",
size = "small",
srcs = ["concat_op_test.cc"],
deps = [
":concat_op",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "constant_op_test",
size = "small",
srcs = ["constant_op_test.cc"],
deps = [
":constant_op",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "deep_conv2d_test",
size = "small",
srcs = ["deep_conv2d_test.cc"],
deps = [
":conv_ops",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
],
)
tf_cc_test(
name = "xsmm_conv2d_test",
size = "small",
srcs = select({
":xsmm": ["xsmm_conv2d_test.cc"],
"//conditions:default": [],
}),
deps = [
":conv_ops",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
] + select({
":xsmm": [
"@libxsmm_archive//:xsmm_avx",
],
"//conditions:default": [],
}),
)
tf_cc_test(
name = "conv_ops_test",
size = "small",
srcs = ["conv_ops_test.cc"],
deps = [
":conv_ops",
":image",
":ops_testutil",
":ops_util",
"//tensorflow/cc:cc_ops",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:framework_internal",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:tensorflow",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "decode_wav_op_test",
size = "small",
srcs = ["decode_wav_op_test.cc"],
deps = [
":decode_wav_op",
":ops_testutil",
":ops_util",
"//tensorflow/cc:cc_ops",
"//tensorflow/cc:client_session",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:framework_internal",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:tensorflow",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "encode_wav_op_test",
size = "small",
srcs = ["encode_wav_op_test.cc"],
deps = [
":decode_wav_op",
":encode_wav_op",
":ops_testutil",
":ops_util",
"//tensorflow/cc:cc_ops",
"//tensorflow/cc:client_session",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:framework_internal",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:tensorflow",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "example_parsing_ops_test",
size = "large",
srcs = ["example_parsing_ops_test.cc"],
deps = [
":example_parsing_ops",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "fake_quant_ops_test",
size = "small",
srcs = ["fake_quant_ops_test.cc"],
deps = [
":fake_quant_ops",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "fused_batch_norm_op_test",
size = "small",
srcs = ["fused_batch_norm_op_test.cc"],
deps = [
":fused_batch_norm_op",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_kernel_library(
name = "gather_functor",
prefix = "gather_functor",
visibility = [":friends"],
deps = [
":bounds_check",
"//tensorflow/core:framework_lite",
"//third_party/eigen3",
],
)
# Unlike gather_functor library, this does not include the CUDA code and deps.
cc_library(
name = "gather_functor_hdr",
hdrs = ["gather_functor.h"],
)
tf_kernel_library(
name = "dense_update_functor",
srcs = ["dense_update_functor.cc"],
hdrs = ["dense_update_functor.h"],
gpu_srcs = [
"dense_update_functor.h",
"dense_update_functor_gpu.cu.cc",
],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//third_party/eigen3",
],
alwayslink = 0,
)
tf_cuda_cc_test(
name = "gather_op_test",
size = "small",
srcs = ["gather_op_test.cc"],
deps = [
":gather_op",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cuda_cc_test(
name = "gather_nd_op_test",
size = "small",
srcs = ["gather_nd_op_test.cc"],
deps = [
":gather_nd_op",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "identity_op_test",
size = "small",
srcs = ["identity_op_test.cc"],
deps = [
":identity_op",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "identity_n_op_test",
size = "small",
srcs = ["identity_n_op_test.cc"],
deps = [
":identity_n_op",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "debug_ops_test",
size = "small",
srcs = ["debug_ops_test.cc"],
deps = [
":debug_ops",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:debug_ops_op_lib",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
"//tensorflow/core/debug:debug_io_utils",
"//tensorflow/core/debug:debug_node_key",
],
)
tf_cuda_cc_test(
name = "quantize_and_dequantize_op_test",
size = "small",
srcs = ["quantize_and_dequantize_op_test.cc"],
deps = [
":ops_testutil",
":ops_util",
":quantize_and_dequantize_op",
"//tensorflow/cc:cc_ops",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "dequantize_op_test",
size = "small",
srcs = ["dequantize_op_test.cc"],
deps = [
":ops_testutil",
":ops_util",
":quantized_ops",
"//tensorflow/cc:cc_ops",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "reverse_op_test",
size = "small",
srcs = ["reverse_op_test.cc"],
deps = [
":ops_testutil",
":ops_util",
":reverse_op",
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_kernel_library(
name = "scatter_functor",
prefix = "scatter_functor",
visibility = [":friends"],
deps = [
":bounds_check",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//third_party/eigen3",
],
)
tf_cc_test(
name = "slice_op_test",
size = "small",
srcs = ["slice_op_test.cc"],
linkopts = select({
"//tensorflow:darwin": ["-headerpad_max_install_names"],
"//conditions:default": [],
}),
deps = [
":ops_testutil",
":ops_util",
":slice_op",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "strided_slice_op_test",
size = "small",
srcs = ["strided_slice_op_test.cc"],
deps = [
":ops_testutil",
":ops_util",
":slice_op",
":strided_slice_op",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "unique_op_test",
size = "small",
srcs = ["unique_op_test.cc"],
deps = [
":ops_testutil",
":ops_util",
":unique_op",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_kernel_library(
name = "transpose_functor",
srcs = ["transpose_functor_cpu.cc"],
hdrs = ["transpose_functor.h"],
gpu_srcs = [
"transpose_functor_gpu.cu.cc",
"transpose_functor.h",
],
visibility = [":friends"],
deps = [
":ops_util",
"//tensorflow/core:framework",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/kernels:conv_ops",
"//third_party/eigen3",
],
alwayslink = 0,
)
tf_cc_test(
name = "transpose_util_test",
size = "small",
srcs = ["transpose_util_test.cc"],
deps = [
":transpose_functor",
"//tensorflow/core:framework",
"//tensorflow/core:tensor_testutil",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
],
)
tf_kernel_library(
name = "candidate_sampler_ops",
prefix = "candidate_sampler_ops",
deps = [
":range_sampler",
"//tensorflow/core:candidate_sampling_ops_op_lib",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
],
)
cc_library(
name = "range_sampler",
srcs = ["range_sampler.cc"],
hdrs = ["range_sampler.h"],
visibility = ["//visibility:private"],
deps = [
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
],
)
tf_cc_test(
name = "range_sampler_test",
size = "small",
srcs = ["range_sampler_test.cc"],
deps = [
":range_sampler",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
],
)
tf_kernel_library(
name = "control_flow_ops",
prefix = "control_flow_ops",
deps = [
"//tensorflow/core:control_flow_ops_op_lib",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
],
)
tf_kernel_library(
name = "ctc_ops",
prefix = "ctc",
deps = [
":bounds_check",
":ops_util",
"//tensorflow/core:ctc_ops_op_lib",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core/util/ctc:ctc_beam_search_lib",
"//tensorflow/core/util/ctc:ctc_loss_calculator_lib",
],
)
tf_cc_test(
name = "control_flow_ops_test",
size = "small",
srcs = ["control_flow_ops_test.cc"],
deps = [
":control_flow_ops",
":ops_testutil",
":ops_util",
"//tensorflow/core:framework",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
cc_library(
name = "data_flow",
deps = [
":barrier_ops",
":conditional_accumulator_base_op",
":conditional_accumulator_op",
":dynamic_partition_op",
":dynamic_stitch_op",
":fifo_queue_op",
":lookup_table_init_op",
":lookup_table_op",
":map_stage_op",
":padding_fifo_queue_op",
":priority_queue_op",
":queue_ops",
":random_shuffle_queue_op",
":record_input_op",
":session_ops",
":sparse_conditional_accumulator_op",
":stack_ops",
":stage_op",
":tensor_array_ops",
],
)
cc_library(
name = "lookup",
deps = [
":lookup_table_init_op",
":lookup_table_op",
],
)
cc_header_only_library(
name = "lookup_headers_lib",
deps = [":lookup"],
)
DATA_FLOW_DEPS = [
":bounds_check",
":concat_lib",
":conditional_accumulator",
":conditional_accumulator_base",
":fifo_queue",
":initializable_lookup_table",
":lookup_util",
":padding_fifo_queue",
":priority_queue",
":queue_base",
":queue_op",
":sparse_conditional_accumulator",
":split_lib",
":tensor_array",
":typed_conditional_accumulator_base",
":typed_queue",
"//third_party/eigen3",
"//tensorflow/core:core_cpu",
"//tensorflow/core:data_flow_ops_op_lib",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
]
tf_kernel_library(
name = "conditional_accumulator_base_op",
prefix = "conditional_accumulator_base_op",
deps = DATA_FLOW_DEPS,
)
tf_kernel_library(
name = "conditional_accumulator_op",
prefix = "conditional_accumulator_op",
deps = DATA_FLOW_DEPS,
)
tf_kernel_library(
name = "barrier_ops",
prefix = "barrier_ops",
deps = DATA_FLOW_DEPS,
)
tf_kernel_library(
name = "fifo_queue_op",
prefix = "fifo_queue_op",
deps = DATA_FLOW_DEPS,
)
tf_kernel_library(
name = "padding_fifo_queue_op",
prefix = "padding_fifo_queue_op",
deps = DATA_FLOW_DEPS,
)
tf_kernel_library(
name = "priority_queue_op",
prefix = "priority_queue_op",
deps = DATA_FLOW_DEPS,
)
tf_kernel_library(
name = "queue_ops",
prefix = "queue_ops",
deps = DATA_FLOW_DEPS,
)
tf_kernel_library(
name = "random_shuffle_queue_op",
prefix = "random_shuffle_queue_op",
deps = DATA_FLOW_DEPS + ["//tensorflow/core:protos_all_cc"],
)
tf_kernel_library(
name = "session_ops",
prefix = "session_ops",
deps = DATA_FLOW_DEPS,
)
tf_kernel_library(
name = "sparse_conditional_accumulator_op",
prefix = "sparse_conditional_accumulator_op",
deps = DATA_FLOW_DEPS,
)
tf_kernel_library(
name = "stack_ops",
prefix = "stack_ops",
deps = DATA_FLOW_DEPS,
)
tf_kernel_library(
name = "tensor_array_ops",
prefix = "tensor_array_ops",
deps = DATA_FLOW_DEPS,
)
DYNAMIC_DEPS = [
":bounds_check",
"//tensorflow/core:core_cpu",
"//tensorflow/core:data_flow_ops_op_lib",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
]
tf_kernel_library(
name = "dynamic_partition_op",
prefix = "dynamic_partition_op",
deps = DYNAMIC_DEPS,
)
tf_kernel_library(
name = "dynamic_stitch_op",
gpu_srcs = [
"cuda_device_array.h",
"cuda_device_array_gpu.h",
],
prefix = "dynamic_stitch_op",
deps = DYNAMIC_DEPS,
)
LOOKUP_DEPS = [
":bounds_check",
":initializable_lookup_table",
":lookup_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:lookup_ops_op_lib",
]
tf_kernel_library(
name = "lookup_table_init_op",
prefix = "lookup_table_init_op",
deps = LOOKUP_DEPS,
)
tf_kernel_library(
name = "lookup_table_op",
prefix = "lookup_table_op",
deps = LOOKUP_DEPS,
)
cc_library(
name = "checkpoint_ops",
deps = [
":generate_vocab_remapping_op",
":load_and_remap_matrix_op",
],
)
tf_kernel_library(
name = "generate_vocab_remapping_op",
srcs = ["generate_vocab_remapping_op.cc"],
deps = [
":lookup_table_init_op",
":lookup_table_op",
"//tensorflow/core:checkpoint_ops_op_lib",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//third_party/eigen3",
],
)
tf_kernel_library(
name = "load_and_remap_matrix_op",
srcs = ["load_and_remap_matrix_op.cc"],
deps = [
"//tensorflow/core:checkpoint_ops_op_lib",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core/util/tensor_bundle",
"//third_party/eigen3",
],
)
tf_cc_tests(
name = "dynamic_op_test",
size = "small",
srcs = [
"dynamic_partition_op_test.cc",
"dynamic_stitch_op_test.cc",
],
deps = [
":data_flow",
":ops_testutil",
":ops_util",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
cc_library(
name = "fifo_queue",
srcs = ["fifo_queue.cc"],
hdrs = ["fifo_queue.h"],
visibility = ["//visibility:private"],
deps = [
":queue_base",
":typed_queue",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
],
)
cc_library(
name = "padding_fifo_queue",
srcs = ["padding_fifo_queue.cc"],
hdrs = ["padding_fifo_queue.h"],
visibility = ["//visibility:private"],
deps = [
":fifo_queue",
":queue_base",
":typed_queue",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
],
)
cc_library(
name = "conditional_accumulator_base",
srcs = ["conditional_accumulator_base.cc"],
hdrs = [
"conditional_accumulator_base.h",
],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//third_party/eigen3",
],
)
cc_library(
name = "typed_conditional_accumulator_base",
hdrs = ["typed_conditional_accumulator_base.h"],
deps = [
":conditional_accumulator_base",
],
)
cc_library(
name = "conditional_accumulator",
hdrs = [
"conditional_accumulator.h",
"conditional_accumulator_base_op.h",
],
deps = [
":conditional_accumulator_base",
":fill_functor",
":typed_conditional_accumulator_base",
],
)
cc_library(
name = "sparse_conditional_accumulator",
hdrs = ["sparse_conditional_accumulator.h"],
deps = [
":typed_conditional_accumulator_base",
],
)
tf_kernel_library(
name = "tensor_array",
srcs = ["tensor_array.cc"],
hdrs = ["tensor_array.h"],
visibility = ["//visibility:private"],
deps = [
":aggregate_ops",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//third_party/eigen3",
],
)
tf_kernel_library(
name = "resource_variable_ops",
srcs = ["resource_variable_ops.cc"],
deps = [
":bounds_check",
":dense_update_functor",
":gather_functor",
":scatter_functor",
":state",
":training_op_helpers",
":variable_ops",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:resource_variable_ops_op_lib",
"//third_party/eigen3",
],
)
tf_kernel_library(
name = "fact_op",
prefix = "fact_op",
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:user_ops_op_lib",
],
)
tf_kernel_library(
name = "function_ops",
prefix = "function_ops",
deps = [
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
],
)
cc_library(
name = "image",
deps = [
":adjust_contrast_op",
":adjust_hue_op",
":adjust_saturation_op",
":attention_ops",
":colorspace_op",
":crop_and_resize_op",
":decode_bmp_op",
":decode_image_op",
":draw_bounding_box_op",
":encode_jpeg_op",
":encode_png_op",
":extract_jpeg_shape_op",
":non_max_suppression_op",
":random_crop_op",
":resize_area_op",
":resize_bicubic_op",
":resize_bilinear_op",
":resize_nearest_neighbor_op",
":sample_distorted_bounding_box_op",
],
)
IMAGE_DEPS = [
":bounds_check",
":eigen_helpers",
":image_resizer_state",
"//third_party/eigen3",
"//tensorflow/core:framework",
"//tensorflow/core:gif_internal",
"//tensorflow/core:image_ops_op_lib",
"//tensorflow/core:jpeg_internal",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:protos_all_cc",
]
tf_kernel_library(
name = "adjust_contrast_op",
prefix = "adjust_contrast_op",
deps = IMAGE_DEPS,
)
cc_library(
name = "adjust_hsv_gpu_lib",
hdrs = ["adjust_hsv_gpu.cu.h"],
deps = ["//tensorflow/core:framework"],
)
tf_kernel_library(
name = "adjust_hue_op",
prefix = "adjust_hue_op",
deps = IMAGE_DEPS + [":adjust_hsv_gpu_lib"],
)
tf_kernel_library(
name = "adjust_saturation_op",
prefix = "adjust_saturation_op",
deps = IMAGE_DEPS + [":adjust_hsv_gpu_lib"],
)
tf_kernel_library(
name = "attention_ops",
prefix = "attention_ops",
deps = IMAGE_DEPS,
)
tf_kernel_library(
name = "colorspace_op",
prefix = "colorspace_op",
deps = IMAGE_DEPS,
)
tf_kernel_library(
name = "crop_and_resize_op",
prefix = "crop_and_resize_op",
deps = IMAGE_DEPS,
)
tf_kernel_library(
name = "decode_bmp_op",
prefix = "decode_bmp_op",
deps = IMAGE_DEPS,
)
tf_kernel_library(
name = "decode_image_op",
prefix = "decode_image_op",
deps = IMAGE_DEPS,
)
tf_kernel_library(
name = "draw_bounding_box_op",
prefix = "draw_bounding_box_op",
deps = IMAGE_DEPS,
)
tf_kernel_library(
name = "encode_jpeg_op",
prefix = "encode_jpeg_op",
deps = IMAGE_DEPS,
)
tf_kernel_library(
name = "encode_png_op",
prefix = "encode_png_op",
deps = IMAGE_DEPS,
)
tf_kernel_library(
name = "extract_jpeg_shape_op",
prefix = "extract_jpeg_shape_op",
deps = IMAGE_DEPS,
)
tf_kernel_library(
name = "non_max_suppression_op",
prefix = "non_max_suppression_op",
deps = IMAGE_DEPS,
)
tf_kernel_library(
name = "random_crop_op",
prefix = "random_crop_op",
deps = IMAGE_DEPS,
)
tf_kernel_library(
name = "resize_area_op",
prefix = "resize_area_op",
deps = IMAGE_DEPS,
)
tf_kernel_library(
name = "resize_bicubic_op",
prefix = "resize_bicubic_op",
deps = IMAGE_DEPS,
)
tf_kernel_library(
name = "resize_bilinear_op",
prefix = "resize_bilinear_op",
deps = IMAGE_DEPS,
)
tf_kernel_library(
name = "resize_nearest_neighbor_op",
prefix = "resize_nearest_neighbor_op",
deps = IMAGE_DEPS,
)
tf_kernel_library(
name = "sample_distorted_bounding_box_op",
prefix = "sample_distorted_bounding_box_op",
deps = IMAGE_DEPS,
)
tf_kernel_library(
name = "encode_wav_op",
prefix = "encode_wav_op",
deps = [
":bounds_check",
"//tensorflow/core:audio_ops_op_lib",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:protos_all_cc",
],
)
tf_kernel_library(
name = "decode_wav_op",
prefix = "decode_wav_op",
deps = [
"//tensorflow/core:audio_ops_op_lib",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:protos_all_cc",
],
)
tf_cc_tests(
name = "eigen_test",
size = "small",
srcs = [
"eigen_activations_test.cc",
"eigen_attention_test.cc",
"eigen_backward_spatial_convolutions_test.cc",
"eigen_pooling_test.cc",
"eigen_softmax_test.cc",
"eigen_spatial_convolutions_test.cc",
],
deps = [
":eigen_helpers",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_tests(
name = "basic_ops_benchmark_test",
size = "small",
srcs = [
"basic_ops_benchmark_test.cc",
],
deps = [
":math",
":ops_util",
":state",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_tests(
name = "bonus_tests",
srcs = [
"adjust_contrast_op_test.cc",
"colorspace_op_test.cc",
"crop_and_resize_op_test.cc",
"non_max_suppression_op_test.cc",
"resize_area_op_test.cc",
"resize_bicubic_op_test.cc",
"resize_bilinear_op_test.cc",
"resize_nearest_neighbor_op_test.cc",
],
linkopts = select({
"//tensorflow:darwin": ["-headerpad_max_install_names"],
"//conditions:default": [],
}),
deps = [
":image",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib_internal",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cuda_cc_test(
name = "adjust_contrast_op_benchmark_test",
srcs = ["adjust_contrast_op_benchmark_test.cc"],
deps = [
":image",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cuda_cc_test(
name = "resize_benchmark_test",
srcs = ["resize_op_benchmark_test.cc"],
deps = [
":image",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
cc_library(
name = "io",
deps = [
":fixed_length_record_reader_op",
":identity_reader_op",
":lmdb_reader_op",
":matching_files_op",
":reader_ops",
":restore_op",
":save_op",
":save_restore_v2_ops",
":text_line_reader_op",
":tf_record_reader_op",
":whole_file_read_ops",
],
)
IO_DEPS = [
":ops_util",
"//tensorflow/core:framework",
"//tensorflow/core:io_ops_op_lib",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:reader_base",
"//tensorflow/core/util/tensor_bundle",
]
tf_kernel_library(
name = "fixed_length_record_reader_op",
prefix = "fixed_length_record_reader_op",
deps = IO_DEPS,
)
tf_kernel_library(
name = "identity_reader_op",
prefix = "identity_reader_op",
deps = IO_DEPS,
)
tf_kernel_library(
name = "lmdb_reader_op",
prefix = "lmdb_reader_op",
deps = IO_DEPS + [
"@lmdb",
],
)
tf_kernel_library(
name = "matching_files_op",
prefix = "matching_files_op",
deps = IO_DEPS,
)
tf_kernel_library(
name = "reader_ops",
prefix = "reader_ops",
deps = IO_DEPS,
)
SAVE_RESTORE_DEPS = [
":bounds_check_lib",
":save_restore_tensor",
"//tensorflow/core:framework",
"//tensorflow/core:io_ops_op_lib",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core/util/tensor_bundle",
]
tf_kernel_library(
name = "restore_op",
prefix = "restore_op",
deps = SAVE_RESTORE_DEPS,
)
tf_kernel_library(
name = "save_op",
prefix = "save_op",
deps = SAVE_RESTORE_DEPS,
)
tf_kernel_library(
name = "save_restore_v2_ops",
prefix = "save_restore_v2_ops",
deps = SAVE_RESTORE_DEPS,
)
tf_kernel_library(
name = "text_line_reader_op",
prefix = "text_line_reader_op",
deps = IO_DEPS,
)
tf_kernel_library(
name = "tf_record_reader_op",
prefix = "tf_record_reader_op",
deps = IO_DEPS,
)
tf_kernel_library(
name = "whole_file_read_ops",
prefix = "whole_file_read_ops",
deps = IO_DEPS,
)
tf_cc_tests(
name = "bonus2_tests",
size = "small",
srcs = [
"merge_v2_checkpoints_op_test.cc",
"restore_op_test.cc",
"restore_v2_op_test.cc",
"save_op_test.cc",
"save_v2_op_test.cc",
],
deps = [
":io",
":ops_testutil",
":ops_util",
"//tensorflow/cc:cc_ops",
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
"//tensorflow/core/util/tensor_bundle",
],
)
cc_library(
name = "linalg",
deps = [
":cholesky_grad",
":cholesky_op",
":determinant_op",
":matrix_inverse_op",
":matrix_solve_ls_op",
":matrix_solve_op",
":matrix_triangular_solve_op",
":qr_op",
":self_adjoint_eig_op",
":self_adjoint_eig_v2_op",
":svd_op",
],
)
tf_kernel_library(
name = "cuda_solvers",
srcs = ["cuda_solvers.cc"],
hdrs = ["cuda_solvers.h"],
gpu_srcs = [
"cuda_solvers.h",
"cuda_solvers_gpu.cu.cc",
],
# @local_config_cuda//cuda:cusolver, //third_party/eigen3:blas,
# and //third_party/libf2c all contain various parts of BLAS, LAPACK,
# and f2c helper functions in global namespace. Tell the compiler to
# allow multiple definitions when linking this.
linkopts = select({
"//tensorflow:darwin": [],
"//conditions:default": ["-Wl,-z,muldefs"],
}),
visibility = [":friends"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core/platform/default/build_config:cublas_plugin",
"@local_config_cuda//cuda:cublas",
"@local_config_cuda//cuda:cusolver",
],
)
LINALG_DEPS = [
":linalg_ops_common",
"//third_party/eigen3",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:linalg_ops_op_lib",
]
tf_kernel_library(
name = "cholesky_op",
prefix = "cholesky_op",
deps = if_cuda([
":cuda_solvers",
":matrix_band_part_op",
]) + LINALG_DEPS,
)
tf_kernel_library(
name = "cholesky_grad",
prefix = "cholesky_grad",
deps = LINALG_DEPS,
)
tf_kernel_library(
name = "determinant_op",
prefix = "determinant_op",
deps = if_cuda([
":cuda_solvers",
":fill_functor",
]) + LINALG_DEPS,
)
tf_kernel_library(
name = "self_adjoint_eig_op",
prefix = "self_adjoint_eig_op",
deps = LINALG_DEPS,
)
tf_kernel_library(
name = "self_adjoint_eig_v2_op",
prefix = "self_adjoint_eig_v2_op",
deps = LINALG_DEPS + if_cuda([
":cast_op",
":cwise_op",
":cuda_solvers",
":transpose_functor",
]),
)
tf_kernel_library(
name = "matrix_inverse_op",
prefix = "matrix_inverse_op",
deps = if_cuda([
":cuda_solvers",
]) + LINALG_DEPS,
)
tf_kernel_library(
name = "matrix_solve_ls_op",
prefix = "matrix_solve_ls_op",
deps = LINALG_DEPS,
)
tf_kernel_library(
name = "matrix_solve_op",
prefix = "matrix_solve_op",
deps = if_cuda([
":cuda_solvers",
":transpose_functor",
]) + LINALG_DEPS,
)
tf_kernel_library(
name = "matrix_triangular_solve_op",
prefix = "matrix_triangular_solve_op",
deps = LINALG_DEPS + if_cuda([
"//tensorflow/core/platform/default/build_config:cublas_plugin",
]),
)
tf_kernel_library(
name = "qr_op",
prefix = "qr_op",
deps = LINALG_DEPS + if_cuda([
":cuda_solvers",
":cwise_op",
":matrix_band_part_op",
":transpose_functor",
]),
)
tf_kernel_library(
name = "svd_op",
prefix = "svd_op",
deps = LINALG_DEPS + if_cuda([
":cuda_solvers",
":transpose_functor",
]),
)
cc_library(
name = "linalg_ops_common",
srcs = ["linalg_ops_common.cc"],
hdrs = ["linalg_ops_common.h"],
visibility = ["//visibility:private"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//third_party/eigen3",
],
)
cc_library(
name = "logging",
deps = [
":logging_ops",
":summary_audio_op",
":summary_image_op",
":summary_op",
":summary_tensor_op",
],
)
LOGGING_DEPS = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:logging_ops_op_lib",
"//tensorflow/core:protos_all_cc",
]
tf_kernel_library(
name = "logging_ops",
prefix = "logging_ops",
deps = LOGGING_DEPS,
)
tf_kernel_library(
name = "summary_audio_op",
prefix = "summary_audio_op",
deps = LOGGING_DEPS,
)
tf_kernel_library(
name = "summary_image_op",
prefix = "summary_image_op",
deps = LOGGING_DEPS,
)
tf_kernel_library(
name = "summary_op",
prefix = "summary_op",
deps = LOGGING_DEPS,
)
tf_kernel_library(
name = "summary_tensor_op",
prefix = "summary_tensor_op",
deps = LOGGING_DEPS,
)
tf_cc_tests(
name = "bonus3_tests",
size = "small",
srcs = [
"logging_ops_test.cc",
"summary_audio_op_test.cc",
"summary_image_op_test.cc",
"summary_op_test.cc",
"summary_tensor_op_test.cc",
],
deps = [
":logging",
":ops_testutil",
":ops_util",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
MATH_DEPS = [
":bounds_check",
":fill_functor",
":transpose_functor",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:math_grad",
"//tensorflow/core:math_ops_op_lib",
"//third_party/eigen3",
]
cc_library(
name = "math_not_windows",
deps = [
":sparse_matmul_op",
],
)
tf_kernel_library(
name = "sparse_matmul_op",
defines = select({
":xsmm": ["TENSORFLOW_USE_LIBXSMM"],
"//conditions:default": [],
}),
prefix = "sparse_matmul_op",
deps = MATH_DEPS + select({
":xsmm": [
"@libxsmm_archive//:xsmm_avx",
],
"//conditions:default": [],
}),
)
cc_library(
name = "math",
deps = [
":aggregate_ops",
":argmax_op",
":batch_matmul_op",
":betainc_op",
":bincount_op",
":bucketize_op",
":cast_op",
":check_numerics_op",
":compare_and_bitpack_op",
":cross_op",
":cwise_op",
":fft_ops",
":matmul_op",
":population_count_op",
":reduction_ops",
":scan_ops",
":segment_reduction_ops",
":sequence_ops",
],
)
tf_kernel_library(
name = "aggregate_ops",
prefix = "aggregate_ops",
deps = MATH_DEPS,
)
tf_kernel_library(
name = "argmax_op",
prefix = "argmax_op",
deps = MATH_DEPS,
)
tf_kernel_library(
name = "batch_matmul_op",
prefix = "batch_matmul_op",
deps = MATH_DEPS,
)
tf_kernel_library(
name = "betainc_op",
prefix = "betainc_op",
deps = MATH_DEPS,
)
tf_kernel_library(
name = "bucketize_op",
prefix = "bucketize_op",
deps = MATH_DEPS,
)
tf_kernel_library(
name = "cast_op",
prefix = "cast_op",
deps = MATH_DEPS,
)
tf_kernel_library(
name = "check_numerics_op",
prefix = "check_numerics_op",
deps = MATH_DEPS,
)
tf_kernel_library(
name = "cross_op",
prefix = "cross_op",
deps = MATH_DEPS,
)
tf_kernel_library(
name = "cwise_op",
prefix = "cwise_op",
deps = MATH_DEPS + ["//tensorflow/core:bitwise_ops_op_lib"],
)
tf_kernel_library(
name = "population_count_op",
prefix = "population_count_op",
deps = MATH_DEPS,
)
tf_kernel_library(
name = "fft_ops",
prefix = "fft_ops",
deps = MATH_DEPS + [
"//tensorflow/core:spectral_ops_op_lib",
] + if_cuda([
"//tensorflow/core/platform/default/build_config:cufft_plugin",
]),
)
tf_kernel_library(
name = "matmul_op",
srcs = [
"matmul_op.cc",
] + if_mkl([
"mkl_matmul_op.cc",
]),
hdrs = ["matmul_op.h"],
defines = select({
":xsmm": [
"TENSORFLOW_USE_LIBXSMM",
"EIGEN_USE_LIBXSMM",
],
"//conditions:default": [],
}),
deps = MATH_DEPS + [
":gpu_util_hdrs",
] + select({
":xsmm": [
"@libxsmm_archive//:xsmm_avx",
],
"//conditions:default": [],
}) + if_mkl([
"//third_party/mkl:intel_binary_blob",
"@mkl_dnn//:mkl_dnn",
]) + if_cuda([
"//tensorflow/core/platform/default/build_config:cublas_plugin",
]),
)
tf_kernel_library(
name = "reduction_ops",
gpu_srcs = ["reduction_gpu_kernels.cu.h"],
prefix = "reduction_ops",
deps = MATH_DEPS + if_cuda(["@cub_archive//:cub"]),
)
tf_kernel_library(
name = "segment_reduction_ops",
prefix = "segment_reduction_ops",
deps = MATH_DEPS + if_cuda([
":cuda_solvers",
]),
)
tf_kernel_library(
name = "scan_ops",
prefix = "scan_ops",
deps = MATH_DEPS,
)
tf_kernel_library(
name = "sequence_ops",
prefix = "sequence_ops",
deps = MATH_DEPS,
)
tf_cuda_cc_test(
name = "cast_op_test",
size = "small",
srcs = ["cast_op_test.cc"],
deps = [
":cast_op",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "cross_op_test",
size = "small",
srcs = ["cross_op_test.cc"],
deps = [
":cross_op",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_tests(
name = "sparse_tests",
size = "small",
srcs = [
"sparse_add_op_test.cc",
"sparse_dense_binary_op_shared_test.cc",
"sparse_reduce_sum_op_test.cc",
],
deps = [
":ops_testutil",
":ops_util",
":sparse_add_op",
":sparse_dense_binary_op_shared",
":sparse_reduce_op",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cuda_cc_test(
name = "cwise_ops_test",
size = "small",
srcs = ["cwise_ops_test.cc"],
deps = [
":bounds_check",
":cwise_op",
":nn",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cuda_cc_test(
name = "matmul_op_test",
size = "small",
srcs = ["matmul_op_test.cc"],
deps = [
":matmul_op",
":ops_testutil",
":ops_util",
":quantized_ops",
"//tensorflow/cc:cc_ops",
"//tensorflow/cc:client_session",
"//tensorflow/core:array_ops_op_lib",
"//tensorflow/core:framework",
"//tensorflow/core:math_ops_op_lib",
"//tensorflow/core:nn_ops_op_lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cuda_cc_test(
name = "batch_matmul_op_test",
size = "small",
srcs = ["batch_matmul_op_test.cc"],
deps = [
":batch_matmul_op",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cuda_cc_test(
name = "reduction_ops_test",
size = "small",
srcs = ["reduction_ops_test.cc"],
linkopts = select({
"//tensorflow:darwin": ["-headerpad_max_install_names"],
"//conditions:default": [],
}),
deps = [
":ops_testutil",
":ops_util",
":reduction_ops",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "segment_reduction_ops_test",
size = "small",
srcs = ["segment_reduction_ops_test.cc"],
deps = [
":ops_testutil",
":ops_util",
":segment_reduction_ops",
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "immutable_constant_op_test",
srcs = ["immutable_constant_op_test.cc"],
deps = [
":array",
":immutable_constant_op",
":matmul_op",
":ops_testutil",
":ops_util",
":random_shuffle_op",
"//tensorflow/cc:cc_ops",
"//tensorflow/core:core_cpu",
"//tensorflow/core:direct_session",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:ops",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cc_test(
name = "shape_op_test",
srcs = ["shape_op_test.cc"],
deps = [
":array",
":ops_testutil",
":ops_util",
"//tensorflow/cc:cc_ops",
"//tensorflow/cc:client_session",
"//tensorflow/core:core_cpu",
"//tensorflow/core:direct_session",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:ops",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cuda_cc_test(
name = "sparse_matmul_op_test",
size = "small",
srcs = ["sparse_matmul_op_test.cc"],
deps = [
":ops_testutil",
":ops_util",
":sparse_matmul_op",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cuda_cc_test(
name = "split_op_test",
size = "small",
srcs = ["split_op_test.cc"],
deps = [
":ops_testutil",
":ops_util",
":split_op",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cuda_cc_test(
name = "split_v_op_test",
size = "small",
srcs = ["split_v_op_test.cc"],
deps = [
":ops_testutil",
":ops_util",
":split_v_op",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
# conv_grad_ops currently has to be built with conv_ops*.
# TODO(josh11b, zhengxq): put these a separate libraries in ":nn" below once
# conv_ops_gpu.h has be separated into its own library.
tf_kernel_library(
name = "conv_ops",
srcs = [
"conv_grad_filter_ops.cc",
"conv_grad_input_ops.cc",
"conv_grad_ops.cc",
"conv_grad_ops_3d.cc",
"deep_conv2d.cc",
] + select({
":xsmm": ["xsmm_conv2d.cc"],
"//conditions:default": [],
}),
hdrs = [
"conv_grad_ops.h",
"deep_conv2d.h",
"gemm_functors.h",
"winograd_transform.h",
] + select({
":xsmm": ["xsmm_conv2d.h"],
"//conditions:default": [],
}),
defines = select({
":xsmm": [
"TENSORFLOW_USE_LIBXSMM",
"EIGEN_USE_LIBXSMM",
],
"//conditions:default": [],
}) + select({
":xsmm_backward": ["TENSORFLOW_USE_LIBXSMM_BACKWARD"],
"//conditions:default": [],
}),
prefix = "conv_ops",
deps = [
":bounds_check",
":conv_2d",
":conv_3d",
":image_resizer_state",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:nn_ops_op_lib",
] + select({
":xsmm": [
"@libxsmm_archive//:xsmm_avx",
],
"//conditions:default": [],
}) + if_cuda([
"//tensorflow/core/platform/default/build_config:cublas_plugin",
"//tensorflow/core/platform/default/build_config:cudnn_plugin",
]),
)
tf_kernel_library(
name = "depthwise_conv_op",
prefix = "depthwise_conv_op",
deps = [
":bounds_check",
":conv_ops",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:nn_ops_op_lib",
] + if_cuda(["@cub_archive//:cub"]),
)
tf_kernel_library(
name = "depthwise_conv_grad_op",
hdrs = [
"depthwise_conv_op.h",
],
prefix = "depthwise_conv_grad_op",
deps = [
":bounds_check",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:nn_ops_op_lib",
],
)
cc_library(
name = "nn",
deps = [
":batch_norm_op",
":bias_op",
":conv_ops",
":depthwise_conv_grad_op",
":depthwise_conv_op",
":dilation_ops",
":fused_batch_norm_op",
":in_topk_op",
":l2loss_op",
":lrn_op",
":relu_op",
":softmax_op",
":softplus_op",
":softsign_op",
":topk_op",
":xent_op",
],
)
NN_DEPS = [
":bounds_check",
":conv_2d",
":fused_batch_norm_util_gpu",
":ops_util",
":pooling_ops",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:nn_grad",
"//tensorflow/core:nn_ops_op_lib",
"//third_party/eigen3",
]
tf_kernel_library(
name = "batch_norm_op",
prefix = "batch_norm_op",
deps = NN_DEPS,
)
tf_kernel_library(
name = "bias_op",
prefix = "bias_op",
deps = NN_DEPS,
)
tf_kernel_library(
name = "fused_batch_norm_op",
prefix = "fused_batch_norm_op",
deps = NN_DEPS,
)
tf_kernel_library(
name = "in_topk_op",
prefix = "in_topk_op",
deps = NN_DEPS,
)
tf_kernel_library(
name = "lrn_op",
prefix = "lrn_op",
deps = NN_DEPS,
)
tf_kernel_library(
name = "relu_op",
prefix = "relu_op",
deps = NN_DEPS,
)
tf_kernel_library(
name = "softmax_op",
prefix = "softmax_op",
deps = NN_DEPS + if_cuda([
":reduction_ops",
"@cub_archive//:cub",
]),
)
tf_kernel_library(
name = "softplus_op",
prefix = "softplus_op",
deps = NN_DEPS + [":warn_about_ints"],
)
tf_kernel_library(
name = "softsign_op",
prefix = "softsign_op",
deps = NN_DEPS + [":warn_about_ints"],
)
tf_kernel_library(
name = "topk_op",
prefix = "topk_op",
deps = NN_DEPS + if_cuda(["@cub_archive//:cub"]),
)
tf_kernel_library(
name = "xent_op",
prefix = "xent_op",
deps = NN_DEPS,
)
tf_kernel_library(
name = "bincount_op",
prefix = "bincount_op",
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//third_party/eigen3",
],
)
tf_kernel_library(
name = "l2loss_op",
prefix = "l2loss_op",
deps = [
":reduction_ops",
"//third_party/eigen3",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:nn_grad",
"//tensorflow/core:nn_ops_op_lib",
] + if_cuda(["@cub_archive//:cub"]),
)
tf_cuda_cc_test(
name = "lrn_op_test",
srcs = ["lrn_op_test.cc"],
deps = [
":nn",
":ops_testutil",
":ops_util",
":xent_op",
"//tensorflow/cc:cc_ops",
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cuda_cc_test(
name = "xent_op_test",
srcs = ["xent_op_test.cc"],
deps = [
":nn",
":ops_testutil",
":ops_util",
":xent_op",
"//tensorflow/cc:cc_ops",
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_cuda_cc_test(
name = "nn_ops_test",
srcs = ["nn_ops_test.cc"],
deps = [
":nn",
":ops_testutil",
":ops_util",
"//tensorflow/cc:cc_ops",
"//tensorflow/cc:cc_ops_internal",
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
"//third_party/eigen3",
],
)
tf_kernel_library(
name = "pooling_ops",
srcs = [
"avgpooling_op.cc",
"cudnn_pooling_gpu.cc",
"fractional_avg_pool_op.cc",
"fractional_max_pool_op.cc",
"fractional_pool_common.cc",
"maxpooling_op.cc",
"pooling_ops_3d.cc",
"pooling_ops_common.cc",
],
hdrs = [
"avgpooling_op.h",
"cudnn_pooling_gpu.h",
"fractional_pool_common.h",
"maxpooling_op.h",
"pooling_ops_3d.h",
"pooling_ops_common.h",
] + if_sycl(["pooling_ops_3d_sycl.h"]),
gpu_srcs = [
"avgpooling_op.h",
"avgpooling_op_gpu.cu.cc",
"maxpooling_op.h",
"maxpooling_op_gpu.cu.cc",
"maxpooling_op_gpu.h",
"pooling_ops_common.h",
"pooling_ops_common_gpu.h",
"pooling_ops_3d_gpu.h",
"pooling_ops_3d_gpu.cu.cc",
],
deps = [
":conv_2d",
":conv_3d",
":conv_ops",
":eigen_helpers",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:nn_ops_op_lib",
"//third_party/eigen3",
],
)
tf_kernel_library(
name = "fake_quant_ops",
srcs = ["fake_quant_ops.cc"],
hdrs = ["fake_quant_ops_functor.h"],
gpu_srcs = [
"fake_quant_ops_gpu.cu.cc",
"fake_quant_ops_functor.h",
],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//third_party/eigen3",
],
alwayslink = 1,
)
tf_kernel_library(
name = "fused_batch_norm_util",
gpu_srcs = [
"fused_batch_norm_op.h",
"fused_batch_norm_op.cu.cc",
],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//third_party/eigen3",
],
)
cc_library(
name = "pooling_ops_hdrs",
hdrs = [
"avgpooling_op.h",
"maxpooling_op.h",
"pooling_ops_common.h",
],
deps = [
":eigen_helpers",
":ops_util_hdrs",
"//third_party/eigen3",
],
)
tf_kernel_library(
name = "dilation_ops",
prefix = "dilation_ops",
deps = [
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:nn_ops_op_lib",
"//third_party/eigen3",
],
)
tf_kernel_library(
name = "batch_space_ops",
srcs = [
"batchtospace_op.cc",
"spacetobatch_functor.cc",
"spacetobatch_functor.h",
"spacetobatch_op.cc",
],
gpu_srcs = [
"spacetobatch_functor.h",
"spacetobatch_functor_gpu.cu.cc",
],
visibility = ["//visibility:private"],
deps = [
":bounds_check",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//third_party/eigen3",
],
)
tf_cuda_cc_test(
name = "spacetobatch_benchmark_test",
srcs = ["spacetobatch_benchmark_test.cc"],
deps = [
":batch_space_ops",
":ops_testutil",
":ops_util",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_kernel_library(
name = "depth_space_ops",
srcs = [
"depthtospace_op.cc",
"spacetodepth_op.cc",
],
hdrs = [
"depthtospace_op.h",
"spacetodepth_op.h",
],
gpu_srcs = [
"depthtospace_op.h",
"depthtospace_op_gpu.cu.cc",
"spacetodepth_op.h",
"spacetodepth_op_gpu.cu.cc",
],
visibility = ["//visibility:private"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//third_party/eigen3",
],
)
cc_library(
name = "parsing",
deps = [
":decode_csv_op",
":decode_raw_op",
":example_parsing_ops",
":parse_tensor_op",
":string_to_number_op",
],
)
PARSING_DEPS = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:parsing_ops_op_lib",
"//tensorflow/core:proto_text",
"//tensorflow/core:protos_all_cc",
]
tf_kernel_library(
name = "decode_csv_op",
prefix = "decode_csv_op",
deps = PARSING_DEPS,
)
tf_kernel_library(
name = "decode_raw_op",
prefix = "decode_raw_op",
deps = PARSING_DEPS,
)
tf_kernel_library(
name = "example_parsing_ops",
prefix = "example_parsing_ops",
deps = PARSING_DEPS,
)
tf_kernel_library(
name = "parse_tensor_op",
prefix = "parse_tensor_op",
deps = PARSING_DEPS,
)
tf_cc_test(
name = "parse_tensor_test",
srcs = ["parse_tensor_test.cc"],
deps = [
":ops_testutil",
":parse_tensor_op",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_kernel_library(
name = "string_to_number_op",
prefix = "string_to_number_op",
deps = PARSING_DEPS,
)
cc_library(
name = "random_ops",
deps = [
":random_op",
":random_shuffle_op",
],
)
RANDOM_OPS_DEPS = [
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:random_ops_op_lib",
]
tf_kernel_library(
name = "random_op",
prefix = "random_op",
deps = RANDOM_OPS_DEPS,
)
tf_kernel_library(
name = "random_shuffle_op",
prefix = "random_shuffle_op",
deps = RANDOM_OPS_DEPS,
)
tf_cuda_cc_test(
name = "random_op_test",
size = "small",
srcs = ["random_op_test.cc"],
deps = [
":random_ops",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_kernel_library(
name = "stateless_random_ops",
prefix = "stateless_random_ops",
deps = [
":bounds_check",
":random_op",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:stateless_random_ops_op_lib",
],
)
cc_library(
name = "required",
deps = [
":no_op",
":sendrecv_ops",
],
)
REQUIRED_DEPS = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:no_op_op_lib",
"//tensorflow/core:sendrecv_ops_op_lib",
]
tf_kernel_library(
name = "no_op",
prefix = "no_op",
deps = REQUIRED_DEPS,
)
tf_kernel_library(
name = "sendrecv_ops",
prefix = "sendrecv_ops",
deps = REQUIRED_DEPS,
)
tf_cc_test(
name = "sendrecv_ops_test",
srcs = ["sendrecv_ops_test.cc"],
linkstatic = tf_kernel_tests_linkstatic(), # Required for benchmarking
deps = [
":ops_testutil",
":ops_util",
":sendrecv_ops",
"//tensorflow/core:framework",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
cc_library(
name = "sparse",
deps = [
":serialize_sparse_op",
":sparse_add_grad_op",
":sparse_add_op",
":sparse_concat_op",
":sparse_cross_op",
":sparse_dense_binary_op_shared",
":sparse_fill_empty_rows_op",
":sparse_reduce_op",
":sparse_reorder_op",
":sparse_reshape_op",
":sparse_slice_op",
":sparse_softmax",
":sparse_sparse_binary_op_shared",
":sparse_split_op",
":sparse_tensor_dense_add_op",
":sparse_tensor_dense_matmul_op",
":sparse_tensors_map_ops",
":sparse_to_dense_op",
":sparse_xent_op",
],
)
SPARSE_DEPS = [
":bounds_check",
":cwise_op",
":fill_functor",
":scatter_functor",
"//third_party/eigen3",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:sparse_ops_op_lib",
]
tf_kernel_library(
name = "sparse_add_grad_op",
prefix = "sparse_add_grad_op",
deps = SPARSE_DEPS,
)
tf_kernel_library(
name = "sparse_add_op",
prefix = "sparse_add_op",
deps = SPARSE_DEPS,
)
tf_kernel_library(
name = "sparse_concat_op",
prefix = "sparse_concat_op",
deps = SPARSE_DEPS,
)
tf_kernel_library(
name = "sparse_fill_empty_rows_op",
prefix = "sparse_fill_empty_rows_op",
deps = SPARSE_DEPS,
)
tf_kernel_library(
name = "sparse_cross_op",
prefix = "sparse_cross_op",
deps = SPARSE_DEPS,
)
tf_kernel_library(
name = "sparse_reduce_op",
prefix = "sparse_reduce_op",
deps = SPARSE_DEPS,
)
tf_kernel_library(
name = "sparse_dense_binary_op_shared",
prefix = "sparse_dense_binary_op_shared",
deps = SPARSE_DEPS,
)
tf_kernel_library(
name = "sparse_sparse_binary_op_shared",
prefix = "sparse_sparse_binary_op_shared",
deps = SPARSE_DEPS,
)
tf_kernel_library(
name = "sparse_reorder_op",
prefix = "sparse_reorder_op",
deps = SPARSE_DEPS,
)
tf_kernel_library(
name = "sparse_reshape_op",
prefix = "sparse_reshape_op",
deps = SPARSE_DEPS,
)
tf_kernel_library(
name = "sparse_slice_op",
prefix = "sparse_slice_op",
deps = SPARSE_DEPS,
)
tf_kernel_library(
name = "sparse_softmax",
prefix = "sparse_softmax",
deps = SPARSE_DEPS,
)
tf_kernel_library(
name = "sparse_split_op",
prefix = "sparse_split_op",
deps = SPARSE_DEPS,
)
tf_kernel_library(
name = "sparse_tensor_dense_add_op",
prefix = "sparse_tensor_dense_add_op",
deps = SPARSE_DEPS,
)
tf_kernel_library(
name = "sparse_tensor_dense_matmul_op",
prefix = "sparse_tensor_dense_matmul_op",
deps = SPARSE_DEPS,
)
tf_kernel_library(
name = "sparse_to_dense_op",
prefix = "sparse_to_dense_op",
deps = SPARSE_DEPS,
)
tf_kernel_library(
name = "sparse_xent_op",
prefix = "sparse_xent_op",
deps = SPARSE_DEPS,
)
tf_kernel_library(
name = "serialize_sparse_op",
prefix = "serialize_sparse_op",
deps = SPARSE_DEPS + ["//tensorflow/core:protos_all_cc"],
)
tf_kernel_library(
name = "sparse_tensors_map_ops",
prefix = "sparse_tensors_map_ops",
deps = SPARSE_DEPS,
)
tf_cuda_cc_tests(
name = "sparse2_tests",
size = "small",
srcs = [
"sparse_tensor_dense_matmul_op_test.cc",
"sparse_to_dense_op_test.cc",
"sparse_xent_op_test.cc",
],
deps = [
":ops_testutil",
":ops_util",
":sparse",
":xent_op",
"//tensorflow/core:core_cpu",
"//tensorflow/core:core_cpu_internal",
"//tensorflow/core:framework",
"//tensorflow/core:protos_all_cc",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
cc_library(
name = "loss_updaters",
hdrs = [
"hinge-loss.h",
"logistic-loss.h",
"loss.h",
"smooth-hinge-loss.h",
"squared-loss.h",
],
deps = [
"//tensorflow/core:framework_headers_lib",
"//tensorflow/core:lib",
],
)
tf_cc_test(
name = "loss_test",
size = "small",
srcs = ["loss_test.cc"],
deps = [
":loss_updaters",
"//tensorflow/core:lib",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
],
)
tf_cc_test(
name = "sdca_ops_test",
size = "small",
srcs = ["sdca_ops_test.cc"],
linkstatic = tf_kernel_tests_linkstatic(), # Required for benchmarking
deps = [
":ops_util",
"//tensorflow/core:all_kernels",
"//tensorflow/core:core_cpu",
"//tensorflow/core:framework",
"//tensorflow/core:lib_internal",
"//tensorflow/core:test",
"//tensorflow/core:test_main",
"//tensorflow/core:testlib",
],
)
tf_kernel_library(
name = "sdca_ops",
prefix = "sdca_ops",
deps = [
":loss_updaters",
":sdca_internal",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//tensorflow/core:sdca_ops_op_lib",
"//third_party/eigen3",
"@farmhash_archive//:farmhash",
],
alwayslink = 1,
)
cc_library(
name = "sdca_internal",
srcs = ["sdca_internal.cc"],
hdrs = ["sdca_internal.h"],
deps = [
":loss_updaters",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_internal",
"//third_party/eigen3",
],
)
cc_library(
name = "state",
deps = [
":count_up_to_op",
":dense_update_ops",
":scatter_nd_op",
":scatter_op",
":variable_ops",
],
)
STATE_DEPS = [
":assign_op",
":bounds_check",
":fill_functor",
":scatter_functor",
"//third_party/eigen3",
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:state_ops_op_lib",
] + if_sycl(["//tensorflow/core:sycl_runtime"])
tf_kernel_library(
name = "count_up_to_op",
prefix = "count_up_to_op",
deps = STATE_DEPS,
)
tf_kernel_library(
name = "dense_update_ops",
prefix = "dense_update_ops",
deps = STATE_DEPS + [":dense_update_functor"],
)
tf_kernel_library(
name = "scatter_op",
prefix = "scatter_op",
deps = STATE_DEPS,
)
tf_kernel_library(
name = "scatter_nd_op",
srcs = [
"scatter_nd_op.cc",
"scatter_nd_op_cpu_impl_0.cc",
"scatter_nd_op_cpu_impl_1.cc",
"scatter_nd_op_cpu_impl_2.cc",
"scatter_nd_op_cpu_impl_3.cc",
"scatter_nd_op_cpu_impl_4.cc",
"scatter_nd_op_cpu_impl_5.cc",
],
hdrs = [
"scatter_nd_op.h",
"scatter_nd_op_cpu_impl.h",
],
gpu_srcs = [
"scatter_nd_op.h",
"scatter_nd_op_gpu.cu.cc",
],
deps = STATE_DEPS + [":dense_update_functor"],
)
tf_kernel_library(
name = "variable_ops",
prefix = "variable_ops",
deps = STATE_DEPS,
)