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tensorflow-build-dc.json
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tensorflow-build-dc.json
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{
"kind": "Template",
"apiVersion": "v1",
"metadata": {
"name": "tensorflow-build-dc",
"annotations": {
"description": "Template to create a Tensorflow build pod.For DEV work.",
"tags": "tf-app"
}
},
"objects": [
{
"kind": "DeploymentConfig",
"apiVersion": "v1",
"metadata": {
"name": "${APPLICATION_NAME}",
"labels": {
"appTypes": "tensorflow-build-dc",
"appName": "${APPLICATION_NAME}"
}
},
"spec": {
"strategy": {
"type": "Rolling"
},
"triggers": [
{
"type": "ConfigChange"
},
{
"type": "ImageChange",
"imageChangeParams": {
"automatic": true,
"containerNames": [
"${APPLICATION_NAME}"
],
"from": {
"kind": "ImageStreamTag",
"name": "${BUILDER_IMAGESTREAM}"
}
}
}
],
"replicas": 1,
"selector": {
"deploymentconfig": "${APPLICATION_NAME}"
},
"template": {
"metadata": {
"labels": {
"appTypes": "tensorflow-build-dc",
"appid": "tf-build-${APPLICATION_NAME}",
"deploymentconfig": "${APPLICATION_NAME}",
"appName": "${APPLICATION_NAME}"
}
},
"spec": {
"containers": [
{
"env": [
{
"name": "PORT",
"value": "${PORT}"
},
{
"name": "CUSTOM_BUILD",
"value": "${CUSTOM_BUILD}"
},
{
"name": "BUILD_OPTS",
"value": "${BUILD_OPTS}"
},
{
"name": "TF_CUDA_VERSION",
"value": "${TF_CUDA_VERSION}"
},
{
"name": "TF_CUDA_COMPUTE_CAPABILITIES",
"value": "${TF_CUDA_COMPUTE_CAPABILITIES}"
},
{
"name": "TF_CUDNN_VERSION",
"value": "${TF_CUDNN_VERSION}"
},
{
"name": "TF_NEED_OPENCL_SYCL",
"value": "${TF_NEED_OPENCL_SYCL}"
},
{
"name": "TF_CUDA_CLANG",
"value": "${TF_CUDA_CLANG}"
},
{
"name": "GCC_HOST_COMPILER_PATH",
"value": "${GCC_HOST_COMPILER_PATH}"
},
{
"name": "CUDA_TOOLKIT_PATH",
"value": "${CUDA_TOOLKIT_PATH}"
},
{
"name": "CUDNN_INSTALL_PATH",
"value": "${CUDNN_INSTALL_PATH}"
},
{
"name": "TF_NEED_JEMALLOC",
"value": "${TF_NEED_JEMALLOC}"
},
{
"name": "TF_NEED_GCP",
"value": "${TF_NEED_GCP}"
},
{
"name": "TF_NEED_VERBS",
"value": "${TF_NEED_VERBS}"
},
{
"name": "TF_NEED_HDFS",
"value": "${TF_NEED_HDFS}"
},
{
"name": "TF_ENABLE_XLA",
"value": "${TF_ENABLE_XLA}"
},
{
"name": "TF_NEED_OPENCL",
"value": "${TF_NEED_OPENCL}"
},
{
"name": "TF_NEED_CUDA",
"value": "${TF_NEED_CUDA}"
},
{
"name": "TF_NEED_MPI",
"value": "${TF_NEED_MPI}"
},
{
"name": "TF_NEED_GDR",
"value": "${TF_NEED_GDR}"
},
{
"name": "TF_NEED_S3",
"value": "${TF_NEED_S3}"
},
{
"name": "TF_NEED_AWS",
"value": "${TF_NEED_AWS}"
},
{
"name": "TF_NEED_KAFKA",
"value": "${TF_NEED_KAFKA}"
},
{
"name": "TF_NEED_OPENCL_SYCL",
"value": "${TF_NEED_OPENCL_SYCL}"
},
{
"name": "TF_DOWNLOAD_CLANG",
"value": "${TF_DOWNLOAD_CLANG}"
},
{
"name": "TF_SET_ANDROID_WORKSPACE",
"value": "${TF_SET_ANDROID_WORKSPACE}"
},
{
"name": "TF_NEED_ROCM",
"value": "${TF_NEED_ROCM}"
},
{
"name": "TF_NEED_IGNITE",
"value": "${TF_NEED_IGNITE}"
},
{
"name": "TF_NEED_TENSORRT",
"value": "${TF_NEED_TENSORRT}"
},
{
"name": "NCCL_INSTALL_PATH",
"value": "${NCCL_INSTALL_PATH}"
},
{
"name": "TEST_LOOP",
"value": "${TEST_LOOP}"
},
{
"name": "PYTHON_VERSION",
"value": "${PYTHON_VERSION}"
},
{
"name": "BAZEL_VERSION",
"value": "${BAZEL_VERSION}"
},
{
"name": "TF_GIT_BRANCH",
"value": "${TF_GIT_BRANCH}"
},
{
"name": "HOST_ON_HTTP_SERVER",
"value": "${HOST_ON_HTTP_SERVER}"
},
{
"name": "TEST_WHEEL_FILE",
"value": "${TEST_WHEEL_FILE}"
},
{
"name": "GIT_RELEASE_REPO",
"value": "${GIT_RELEASE_REPO}"
},
{
"name": "GIT_TOKEN",
"value": "${GIT_TOKEN}"
}
],
"name": "${APPLICATION_NAME}",
"image": "${BUILDER_IMAGESTREAM}",
"serviceAccountName": "tensorflow-bot",
"command": ["/entrypoint", "/usr/libexec/s2i/run"],
"ports": [
{
"containerPort": 8080,
"protocol": "TCP"
}
],
"resources": {
"limits": {
"cpu": "${CPU_LIMIT}",
"memory": "${MEMORY_LIMIT}"
},
"requests": {
"cpu": "${CPU_REQUESTS}",
"memory": "${MEMORY_REQUESTS}"
}
}
}
]
}
}
}
},
{
"kind": "Service",
"apiVersion": "v1",
"metadata": {
"name": "${APPLICATION_NAME}",
"labels": {
"appTypes": "tensorflow-build-dc",
"appName": "${APPLICATION_NAME}"
}
},
"spec": {
"ports": [
{
"name": "8080-tcp",
"protocol": "TCP",
"port": 8080,
"targetPort": 8080
}
],
"selector": {
"deploymentconfig": "${APPLICATION_NAME}"
}
}
},
{
"kind": "Route",
"apiVersion": "v1",
"metadata": {
"name": "${APPLICATION_NAME}",
"labels": {
"appTypes": "tensorflow-build-dc",
"appName": "${APPLICATION_NAME}"
}
},
"spec": {
"host": "",
"to": {
"kind": "Service",
"name": "${APPLICATION_NAME}",
"weight": 100
},
"port": {
"targetPort": "8080-tcp"
}
}
}
],
"parameters": [
{
"name": "APPLICATION_NAME",
"description": "The name of the application.",
"value": "tensorflow-build-dc",
"from": "[a-zA-Z0-9]{10}",
"required": true
},
{
"name": "SOURCE_REPOSITORY",
"description": "Git repository for source.",
"value": "https://github.com/sub-mod/empty-repo.git",
"required": true
},
{
"name": "BUILDER_IMAGESTREAM",
"description": "tensorflow-build-image-fc27-36:latest, tensorflow-build-image-rhel75-36:latest",
"value": "",
"required": true
},
{
"name": "CUSTOM_BUILD",
"description": "Set to custom BUILD command",
"value": "bazel build --copt=-mavx --copt=-mavx2 --copt=-mfma --copt=-mfpmath=both --copt=-msse4.2 --cxxopt='-D_GLIBCXX_USE_CXX11_ABI=0' --local_resources 2048,2.0,1.0 --verbose_failures //tensorflow/tools/pip_package:build_pip_package",
"required": false
},
{
"name": "BUILD_OPTS",
"description": "Custom options to bazel BUILD command",
"value": "",
"required": false
},
{
"name": "TF_CUDA_VERSION",
"description": "TF_CUDA_VERSION depends on TF_NEED_CUDA",
"value": "9.2",
"required": false
},
{
"name": "TF_CUDA_COMPUTE_CAPABILITIES",
"description": "TF_CUDA_COMPUTE_CAPABILITIES depends on TF_NEED_CUDA",
"value": "3.0,3.5,5.2,6.0,6.1,7.0",
"required": false
},
{
"name": "TF_CUDNN_VERSION",
"description": "TF_CUDNN_VERSION depends on TF_NEED_CUDA",
"value": "7",
"required": false
},
{
"name": "CUDA_TOOLKIT_PATH",
"description": "CUDA_TOOLKIT_PATH depends on TF_NEED_CUDA",
"value": "/usr/local/cuda",
"required": true
},
{
"name": "CUDNN_INSTALL_PATH",
"description": "CUDNN_INSTALL_PATH depends on TF_NEED_CUDA",
"value": "/usr/local/cuda",
"required": true
},
{
"name": "GCC_HOST_COMPILER_PATH",
"description": "GCC_HOST_COMPILER_PATH depends on TF_NEED_CUDA",
"value": "/usr/bin/gcc",
"required": true
},
{
"name": "TF_NEED_OPENCL_SYCL",
"description": "TF_NEED_OPENCL_SYCL",
"value": "0",
"required": true
},
{
"name": "TF_CUDA_CLANG",
"description": "TF_CUDA_CLANG",
"value": "0",
"required": true
},
{
"name": "TF_NEED_JEMALLOC",
"description": "TF_NEED_JEMALLOC",
"value": "1",
"required": true
},
{
"name": "TF_NEED_GCP",
"description": "TF_NEED_GCP",
"value": "0",
"required": true
},
{
"name": "TF_NEED_VERBS",
"description": "TF_NEED_VERBS",
"value": "0",
"required": true
},
{
"name": "TF_NEED_HDFS",
"description": "TF_NEED_HDFS",
"value": "0",
"required": true
},
{
"name": "TF_ENABLE_XLA",
"description": "TF_ENABLE_XLA",
"value": "0",
"required": true
},
{
"name": "TF_NEED_OPENCL",
"description": "TF_NEED_OPENCL",
"value": "0",
"required": true
},
{
"name": "TF_NEED_CUDA",
"description": "TF_NEED_CUDA",
"value": "0",
"required": true
},
{
"name": "TF_NEED_MPI",
"description": "TF_NEED_MPI",
"value": "0",
"required": true
},
{
"name": "TF_NEED_GDR",
"description": "TF_NEED_GDR",
"value": "0",
"required": true
},
{
"name": "TF_NEED_S3",
"description": "TF_NEED_S3",
"value": "0",
"required": true
},
{
"name": "TF_NEED_KAFKA",
"description": "TF_NEED_KAFKA",
"value": "0",
"required": true
},
{
"name": "TF_NEED_AWS",
"description": "TF_NEED_AWS",
"value": "0",
"required": true
},
{
"name": "TF_NEED_OPENCL_SYCL",
"description": "TF_NEED_OPENCL_SYCL",
"value": "0",
"required": true
},
{
"name": "TF_DOWNLOAD_CLANG",
"description": "TF_DOWNLOAD_CLANG",
"value": "0",
"required": true
},
{
"name": "TF_SET_ANDROID_WORKSPACE",
"description": "TF_SET_ANDROID_WORKSPACE",
"value": "0",
"required": true
},
{
"name": "TF_NEED_TENSORRT",
"description": "TF_NEED_TENSORRT",
"value": "0",
"required": true
},
{
"name": "TF_NEED_IGNITE",
"description": "TF_NEED_IGNITE",
"value": "0",
"required": true
},
{
"name": "TF_NEED_ROCM",
"description": "TF_NEED_ROCM",
"value": "0",
"required": true
},
{
"name": "NCCL_INSTALL_PATH",
"description": "/usr/local/nccl-2.2",
"value": "/usr/local/nccl-2.2",
"required": true
},
{
"name": "TEST_LOOP",
"description": "USE ONLY with DeploymentConfig.(y or n).If y then start a while loop.If y then http won't start.",
"value": "y",
"required": true
},
{
"name": "HOST_ON_HTTP_SERVER",
"description": "USE ONLY with DeploymentConfig.(y or n)If y then http server.",
"value": "y",
"required": true
},
{
"name": "PORT",
"description": "USE ONLY with DeploymentConfig.http server port.",
"value": "8080",
"required": true
},
{
"name": "TEST_WHEEL_FILE",
"description": "(y or n)To run a simple test code to test wheel file.",
"value": "y",
"required": true
},
{
"name": "PYTHON_VERSION",
"description": "Python version 2.7,3.5,3.6 .",
"value": "3.6",
"required": true
},
{
"name": "BAZEL_VERSION",
"description": "BAZEL_VERSION",
"value": "0.20.0",
"required": true
},
{
"name": "TF_GIT_BRANCH",
"description": "TF_GIT_BRANCH",
"value": "r1.12",
"required": true
},
{
"name": "GIT_TOKEN",
"description": "GIT_TOKEN",
"value": "",
"required": false
},
{
"name": "GIT_RELEASE_REPO",
"description": "GIT_RELEASE_REPO",
"value": "https://github.com/AICoE/tensorflow-wheels.git",
"required": true
},
{
"name": "CPU_LIMIT",
"description": "CPU_LIMIT",
"value": "8",
"required": true
},
{
"name": "MEMORY_LIMIT",
"description": "MEMORY_LIMIT",
"value": "8Gi",
"required": true
},
{
"name": "CPU_REQUESTS",
"description": "CPU_REQUESTS",
"value": "8",
"required": true
},
{
"name": "MEMORY_REQUESTS",
"description": "MEMORY_REQUESTS",
"value": "8Gi",
"required": true
}
]
}