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# Description:
# A Fused Conv Bias Activation operator wrapper.
# APIs are meant to change over time.
package(
default_visibility = ["//visibility:private"],
)
package_group(
name = "friends",
packages = [
"//tensorflow/...",
],
)
licenses(["notice"]) # Apache 2.0
exports_files(["LICENSE"])
load(
"//tensorflow:tensorflow.bzl",
"tf_kernel_library",
"tf_custom_op_library",
"tf_gen_op_libs",
"tf_gen_op_wrapper_py",
)
load("//tensorflow:tensorflow.bzl", "cuda_py_test")
load("//tensorflow:tensorflow.bzl", "tf_custom_op_py_library")
tf_custom_op_py_library(
name = "fused_conv_py",
srcs = ["__init__.py"] + glob(["python/ops/*.py"]),
dso = [":python/ops/_fused_conv2d_bias_activation_op.so"],
kernels = [
":fused_conv2d_bias_activation_op_kernels",
":fused_conv2d_bias_activation_op_op_lib",
],
srcs_version = "PY2AND3",
visibility = ["//visibility:public"],
deps = [
":fused_conv2d_bias_activation_op",
"//tensorflow/contrib/util:util_py",
"//tensorflow/python:array_ops",
"//tensorflow/python:client_testlib",
"//tensorflow/python:constant_op",
"//tensorflow/python:control_flow_ops",
"//tensorflow/python:dtypes",
"//tensorflow/python:errors",
"//tensorflow/python:framework_ops",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:nn_ops",
"//tensorflow/python:platform",
"//tensorflow/python:random_ops",
"//tensorflow/python:session",
"//tensorflow/python:util",
"//tensorflow/python:variables",
"//third_party/py/numpy",
],
)
tf_kernel_library(
name = "fused_conv2d_bias_activation_op_kernels",
srcs = [
"kernels/fused_conv2d_bias_activation_op.cc",
"kernels/fused_conv2d_bias_activation_op.h",
"kernels/fused_conv_ops_gpu.h",
],
prefix = "fused_conv2d_bias_activation_op",
visibility = ["//visibility:public"],
deps = [
"//tensorflow/core:framework",
"//tensorflow/core:lib",
"//tensorflow/core:lib_proto_parsing",
"//tensorflow/core:stream_executor",
"//tensorflow/core/kernels:bounds_check",
"//tensorflow/core/kernels:conv_2d_hdrs",
"//tensorflow/core/kernels:conv_ops_gpu_hdrs",
"//tensorflow/core/kernels:gpu_util_hdrs",
"//tensorflow/core/kernels:ops_util_hdrs",
"//third_party/eigen3",
"@local_config_cuda//cuda:cudnn_header",
],
alwayslink = 1,
)
tf_custom_op_library(
name = "python/ops/_fused_conv2d_bias_activation_op.so",
srcs = [
"kernels/fused_conv2d_bias_activation_op.cc",
"kernels/fused_conv2d_bias_activation_op.h",
"kernels/fused_conv_ops_gpu.h",
"ops/fused_conv2d_bias_activation_op.cc",
],
deps = [
"//tensorflow/core:lib_proto_parsing",
"//tensorflow/core/kernels:bounds_check_lib",
"//tensorflow/core/kernels:conv_2d_hdrs",
"//tensorflow/core/kernels:conv_ops_gpu_hdrs",
"//tensorflow/core/kernels:gpu_util_hdrs",
"//tensorflow/core/kernels:ops_util_hdrs",
"@local_config_cuda//cuda:cudnn_header",
],
)
tf_gen_op_libs(
op_lib_names = ["fused_conv2d_bias_activation_op"],
deps = ["//tensorflow/core:lib_proto_parsing"],
)
tf_gen_op_wrapper_py(
name = "fused_conv2d_bias_activation_op",
deps = [":fused_conv2d_bias_activation_op_op_lib"],
)
py_library(
name = "fused_conv2d_bias_activation_op_test_base",
testonly = 1,
srcs = ["python/ops/fused_conv2d_bias_activation_op_test_base.py"],
visibility = ["//tensorflow/compiler/tf2xla:internal"],
deps = [
":fused_conv_py",
"//tensorflow/python:array_ops",
"//tensorflow/python:client",
"//tensorflow/python:client_testlib",
"//tensorflow/python:errors",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:framework_test_lib",
"//tensorflow/python:nn",
"//tensorflow/python:nn_ops",
"//tensorflow/python:platform",
"//tensorflow/python:random_ops",
"//tensorflow/python:training",
"//tensorflow/python:variables",
"//third_party/py/numpy",
"@absl_py//absl/testing:parameterized",
],
)
cuda_py_test(
name = "fused_conv2d_bias_activation_op_test",
size = "large",
srcs = ["python/ops/fused_conv2d_bias_activation_op_test.py"],
additional_deps = [
":fused_conv2d_bias_activation_op_test_base",
"//tensorflow/python:client_testlib",
],
tags = [
"manual", # TODO(b/117128481): re-enable after fixing OSS build
"no_pip",
"requires-gpu-sm70",
],
)
cuda_py_test(
name = "fused_conv2d_bias_activation_benchmark",
srcs = ["python/ops/fused_conv2d_bias_activation_benchmark.py"],
additional_deps = [
":fused_conv_py",
"//tensorflow/python:client",
"//tensorflow/python:client_testlib",
"//tensorflow/python:control_flow_ops",
"//tensorflow/python:framework_for_generated_wrappers",
"//tensorflow/python:nn_ops",
"//tensorflow/python:platform",
"//tensorflow/python:platform_benchmark",
"//tensorflow/python:random_ops",
"//tensorflow/python:variables",
"//third_party/py/numpy",
"//tensorflow/core:protos_all_py",
],
main = "python/ops/fused_conv2d_bias_activation_benchmark.py",
tags = [
"manual", # TODO(b/117128481): re-enable after fixing OSS build
"requires-gpu-sm70",
],
)
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