#!groovy
// -*- mode: groovy -*-

// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements.  See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership.  The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License.  You may obtain a copy of the License at
//
//   http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied.  See the License for the
// specific language governing permissions and limitations
// under the License.

// Jenkins pipeline
// See documents at https://jenkins.io/doc/book/pipeline/jenkinsfile/

// Docker env used for testing
// Different image may have different version tag
// because some of them are more stable than anoter.
//
// Docker images are maintained by PMC, cached in dockerhub
// and remains relatively stable over the time.
// Flow for upgrading docker env(need commiter)
//
// - Send PR to upgrade build script in the repo
// - Build the new docker image
// - Tag the docker image with a new version and push to a binary cache.
// - Update the version in the Jenkinsfile, send a PR
// - Fix any issues wrt to the new image version in the PR
// - Merge the PR and now we are in new version
// - Tag the new version as the lates
// - Periodically cleanup the old versions on local workers
//

// ============================= IMPORTANT NOTE =============================
// This file is generated by 'jenkins/generate.py'. Do not edit this file directly!
// Make edits to 'jenkins/Jenkinsfile.j2' and regenerate this with
// 'python3 jenkins/generate.py'
// Note: This timestamp is here to ensure that updates to the Jenkinsfile are
// always rebased on main before merging:
// Generated at 2022-07-11T10:48:20.696436

import org.jenkinsci.plugins.pipeline.modeldefinition.Utils
// NOTE: these lines are scanned by docker/dev_common.sh. Please update the regex as needed. -->
ci_lint = 'tlcpack/ci-lint:20220513-055910-fa834f67e'
ci_gpu = 'tlcpack/ci-gpu:20220619-055908-9bba7580b'
ci_cpu = 'tlcpack/ci-cpu:20220519-055908-ddfa1da69'
ci_wasm = 'tlcpack/ci-wasm:20220513-055910-fa834f67e'
ci_i386 = 'tlcpack/ci-i386:20220513-055910-fa834f67e'
ci_qemu = 'tlcpack/ci-qemu:20220517-094028-de21c8f2e'
ci_arm = 'tlcpack/ci-arm:20220513-055910-fa834f67e'
ci_hexagon = 'tlcpack/ci-hexagon:20220603-203325-cee74c9f8'
// <--- End of regex-scanned config.

// Parameters to allow overriding (in Jenkins UI), the images
// to be used by a given build. When provided, they take precedence
// over default values above.
properties([
  parameters([
    string(name: 'ci_arm_param', defaultValue: ''),
    string(name: 'ci_cpu_param', defaultValue: ''),
    string(name: 'ci_gpu_param', defaultValue: ''),
    string(name: 'ci_hexagon_param', defaultValue: ''),
    string(name: 'ci_i386_param', defaultValue: ''),
    string(name: 'ci_lint_param', defaultValue: ''),
    string(name: 'ci_qemu_param', defaultValue: ''),
    string(name: 'ci_wasm_param', defaultValue: ''),
  ])
])

// Global variable assigned during Sanity Check that holds the sha1 which should be
// merged into the PR in all branches.
upstream_revision = null

// command to start a docker container
docker_run = 'docker/bash.sh --env CI --env TVM_SHARD_INDEX --env TVM_NUM_SHARDS --env RUN_DISPLAY_URL --env PLATFORM'
docker_build = 'docker/build.sh'
// timeout in minutes
max_time = 180
rebuild_docker_images = false

// skips builds from branch indexing; sourced from https://www.jvt.me/posts/2020/02/23/jenkins-multibranch-skip-branch-index/
// execute this before anything else, including requesting any time on an agent
if (currentBuild.getBuildCauses().toString().contains('BranchIndexingCause')) {
  print "INFO: Build skipped due to trigger being Branch Indexing"
  currentBuild.result = 'ABORTED' // optional, gives a better hint to the user that it's been skipped, rather than the default which shows it's successful
  return
}

// Filenames for stashing between build and test steps
s3_prefix = "tvm-jenkins-artifacts-prod/tvm/${env.BRANCH_NAME}/${env.BUILD_NUMBER}"


// General note: Jenkins has limits on the size of a method (or top level code)
// that are pretty strict, so most usage of groovy methods in these templates
// are purely to satisfy the JVM
def per_exec_ws(folder) {
  return "workspace/exec_${env.EXECUTOR_NUMBER}/" + folder
}

// initialize source codes
def init_git() {
  checkout scm


  // Add more info about job node
  sh (
    script: './tests/scripts/task_show_node_info.sh',
    label: 'Show executor node info',
  )

  // Determine merge commit to use for all stages
  sh (
    script: 'git fetch origin v0.9.0',
    label: 'Fetch upstream',
  )
  if (upstream_revision == null) {
    upstream_revision = sh(
      script: 'git log -1 FETCH_HEAD --format=\'%H\'',
      label: 'Determine upstream revision',
      returnStdout: true,
    ).trim()
  }
  sh (
    script: "git -c user.name=TVM-Jenkins -c user.email=jenkins@tvm.apache.org merge ${upstream_revision}",
    label: 'Merge to origin/v0.9.0'
  )

  sh(
    script: '''
      set -eux
      n=0
      max_retries=3
      backoff_max=30
      until [ "$n" -ge $max_retries ]
      do
          timeout 5m git submodule update --init -f --jobs 0 && break
          n=$((n+1))
          if [ "$n" -eq $max_retries ]; then
              echo "failed to update $n / $max_retries, giving up"
              exit 1
          fi

          WAIT=$((RANDOM % "$backoff_max"))
          echo "failed to update $n / $max_retries, waiting $WAIT to try again"
          sleep $WAIT
      done
    ''',
    label: 'Update git submodules',
  )
}

def docker_init(image) {
  // Clear out all Docker images that aren't going to be used
  sh(
    script: """
    set -eux
    docker image ls --all
    IMAGES=\$(docker image ls --all --format '{{.Repository}}:{{.Tag}}  {{.ID}}')

    echo -e "Found images:\\n\$IMAGES"
    echo "\$IMAGES" | { grep -vE '${image}' || test \$? = 1; } | { xargs docker rmi || test \$? = 123; }

    docker image ls --all
    """,
    label: 'Clean old Docker images',
  )

  if (image.contains("amazonaws.com")) {
    // If this string is in the image name it's from ECR and needs to be pulled
    // with the right credentials
    ecr_pull(image)
  } else {
    sh(
      script: "docker pull ${image}",
      label: 'Pull docker image',
    )
  }
}

def should_skip_slow_tests(pr_number) {
  withCredentials([string(
    credentialsId: 'tvm-bot-jenkins-reader',
    variable: 'GITHUB_TOKEN',
  )]) {
    // Exit code of 1 means run slow tests, exit code of 0 means skip slow tests
    result = sh (
      returnStatus: true,
      script: "./tests/scripts/should_run_slow_tests.py --pr '${pr_number}'",
      label: 'Check if CI should run slow tests',
    )
  }
  return result == 0
}

def cancel_previous_build() {
  // cancel previous build if it is not on v0.9.0.
  if (env.BRANCH_NAME != 'v0.9.0') {
    def buildNumber = env.BUILD_NUMBER as int
    // Milestone API allows us to cancel previous build
    // with the same milestone number
    if (buildNumber > 1) milestone(buildNumber - 1)
    milestone(buildNumber)
  }
}

def should_skip_ci(pr_number) {
  if (env.BRANCH_NAME == null || !env.BRANCH_NAME.startsWith('PR-')) {
    // never skip CI on build sourced from a branch
    return false
  }
  glob_skip_ci_code = sh (
    returnStatus: true,
    script: "./tests/scripts/git_skip_ci_globs.py",
    label: 'Check if CI should be skipped due to changed files',
  )
  if (glob_skip_ci_code == 0) {
    return true
  }
  withCredentials([string(
    credentialsId: 'tvm-bot-jenkins-reader',
    variable: 'TOKEN',
    )]) {
    // Exit code of 1 means run full CI (or the script had an error, so run
    // full CI just in case). Exit code of 0 means skip CI.
    git_skip_ci_code = sh (
      returnStatus: true,
      script: "./tests/scripts/git_skip_ci.py --pr '${pr_number}'",
      label: 'Check if CI should be skipped',
    )
  }
  return git_skip_ci_code == 0
}

def prepare() {
  stage('Prepare') {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/prepare") {
        init_git()

        if (env.DETERMINE_DOCKER_IMAGES == 'yes') {
          sh(
            script: "./tests/scripts/determine_docker_images.py ci_arm=${ci_arm} ci_cpu=${ci_cpu} ci_gpu=${ci_gpu} ci_hexagon=${ci_hexagon} ci_i386=${ci_i386} ci_lint=${ci_lint} ci_qemu=${ci_qemu} ci_wasm=${ci_wasm} ",
            label: 'Decide whether to use tlcpack or tlcpackstaging for Docker images',
          )
          // Pull image names from the results of should_rebuild_docker.py
          ci_arm = sh(
            script: "cat .docker-image-names/ci_arm",
            label: "Find docker image name for ci_arm",
            returnStdout: true,
          ).trim()
          ci_cpu = sh(
            script: "cat .docker-image-names/ci_cpu",
            label: "Find docker image name for ci_cpu",
            returnStdout: true,
          ).trim()
          ci_gpu = sh(
            script: "cat .docker-image-names/ci_gpu",
            label: "Find docker image name for ci_gpu",
            returnStdout: true,
          ).trim()
          ci_hexagon = sh(
            script: "cat .docker-image-names/ci_hexagon",
            label: "Find docker image name for ci_hexagon",
            returnStdout: true,
          ).trim()
          ci_i386 = sh(
            script: "cat .docker-image-names/ci_i386",
            label: "Find docker image name for ci_i386",
            returnStdout: true,
          ).trim()
          ci_lint = sh(
            script: "cat .docker-image-names/ci_lint",
            label: "Find docker image name for ci_lint",
            returnStdout: true,
          ).trim()
          ci_qemu = sh(
            script: "cat .docker-image-names/ci_qemu",
            label: "Find docker image name for ci_qemu",
            returnStdout: true,
          ).trim()
          ci_wasm = sh(
            script: "cat .docker-image-names/ci_wasm",
            label: "Find docker image name for ci_wasm",
            returnStdout: true,
          ).trim()
        }

        ci_arm = params.ci_arm_param ?: ci_arm
        ci_cpu = params.ci_cpu_param ?: ci_cpu
        ci_gpu = params.ci_gpu_param ?: ci_gpu
        ci_hexagon = params.ci_hexagon_param ?: ci_hexagon
        ci_i386 = params.ci_i386_param ?: ci_i386
        ci_lint = params.ci_lint_param ?: ci_lint
        ci_qemu = params.ci_qemu_param ?: ci_qemu
        ci_wasm = params.ci_wasm_param ?: ci_wasm

        sh (script: """
          echo "Docker images being used in this build:"
          echo " ci_arm = ${ci_arm}"
          echo " ci_cpu = ${ci_cpu}"
          echo " ci_gpu = ${ci_gpu}"
          echo " ci_hexagon = ${ci_hexagon}"
          echo " ci_i386 = ${ci_i386}"
          echo " ci_lint = ${ci_lint}"
          echo " ci_qemu = ${ci_qemu}"
          echo " ci_wasm = ${ci_wasm}"
        """, label: 'Docker image names')

        is_docs_only_build = sh (
          returnStatus: true,
          script: './tests/scripts/git_change_docs.sh',
          label: 'Check for docs only changes',
        )
        skip_ci = should_skip_ci(env.CHANGE_ID)
        skip_slow_tests = should_skip_slow_tests(env.CHANGE_ID)
        rebuild_docker_images = sh (
          returnStatus: true,
          script: './tests/scripts/git_change_docker.sh',
          label: 'Check for any docker changes',
        )
        if (skip_ci) {
          // Don't rebuild when skipping CI
          rebuild_docker_images = false
        }
      }
    }
  }
}
def ecr_push(full_name) {
  aws_account_id = sh(
    returnStdout: true,
    script: 'aws sts get-caller-identity | grep Account | cut -f4 -d\\"',
    label: 'Get AWS ID'
  ).trim()

  def ecr_name = "${aws_account_id}.dkr.ecr.us-west-2.amazonaws.com/${full_name}"
  try {
    withEnv([
      "AWS_ACCOUNT_ID=${aws_account_id}",
      'AWS_DEFAULT_REGION=us-west-2',
      "AWS_ECR_REPO=${aws_account_id}.dkr.ecr.us-west-2.amazonaws.com"]) {
      sh(
        script: '''
          set -eux
          aws ecr get-login-password --region $AWS_DEFAULT_REGION | docker login --username AWS --password-stdin $AWS_ECR_REPO
        ''',
        label: 'Log in to ECR'
      )
      sh(
        script: """
          set -x
          docker tag ${full_name} \$AWS_ECR_REPO/${full_name}
          docker push \$AWS_ECR_REPO/${full_name}
        """,
        label: 'Upload image to ECR'
      )
    }
  } finally {
    withEnv([
      "AWS_ACCOUNT_ID=${aws_account_id}",
      'AWS_DEFAULT_REGION=us-west-2',
      "AWS_ECR_REPO=${aws_account_id}.dkr.ecr.us-west-2.amazonaws.com"]) {
      sh(
        script: 'docker logout $AWS_ECR_REPO',
        label: 'Clean up login credentials'
      )
    }
  }
  return ecr_name
}

def ecr_pull(full_name) {
  aws_account_id = sh(
    returnStdout: true,
    script: 'aws sts get-caller-identity | grep Account | cut -f4 -d\\"',
    label: 'Get AWS ID'
  ).trim()

  try {
    withEnv([
      "AWS_ACCOUNT_ID=${aws_account_id}",
      'AWS_DEFAULT_REGION=us-west-2',
      "AWS_ECR_REPO=${aws_account_id}.dkr.ecr.us-west-2.amazonaws.com"]) {
      sh(
        script: '''
          set -eux
          aws ecr get-login-password --region $AWS_DEFAULT_REGION | docker login --username AWS --password-stdin $AWS_ECR_REPO
        ''',
        label: 'Log in to ECR'
      )
      sh(
        script: """
          set -eux
          docker pull ${full_name}
        """,
        label: 'Pull image from ECR'
      )
    }
  } finally {
    withEnv([
      "AWS_ACCOUNT_ID=${aws_account_id}",
      'AWS_DEFAULT_REGION=us-west-2',
      "AWS_ECR_REPO=${aws_account_id}.dkr.ecr.us-west-2.amazonaws.com"]) {
      sh(
        script: 'docker logout $AWS_ECR_REPO',
        label: 'Clean up login credentials'
      )
    }
  }
}

def build_image(image_name) {
  hash = sh(
    returnStdout: true,
    script: 'git log -1 --format=\'%h\''
  ).trim()
  def full_name = "${image_name}:${env.BRANCH_NAME}-${hash}-${env.BUILD_NUMBER}"
  sh(
    script: "${docker_build} ${image_name} --spec ${full_name}",
    label: 'Build docker image'
  )
  return ecr_push(full_name)
}


def build_docker_images() {
  stage('Docker Image Build') {
    parallel(
      'ci_arm': {
        node('ARM') {
          timeout(time: max_time, unit: 'MINUTES') {
            init_git()
            // We're purposefully not setting the built image here since they
            // are not yet being uploaded to tlcpack
            // ci_arm = build_image('ci_arm')
            build_image('ci_arm')
          }
        }
      },
      'ci_cpu': {
        node('CPU') {
          timeout(time: max_time, unit: 'MINUTES') {
            init_git()
            // We're purposefully not setting the built image here since they
            // are not yet being uploaded to tlcpack
            // ci_cpu = build_image('ci_cpu')
            build_image('ci_cpu')
          }
        }
      },
      'ci_gpu': {
        node('CPU') {
          timeout(time: max_time, unit: 'MINUTES') {
            init_git()
            // We're purposefully not setting the built image here since they
            // are not yet being uploaded to tlcpack
            // ci_gpu = build_image('ci_gpu')
            build_image('ci_gpu')
          }
        }
      },
      'ci_hexagon': {
        node('CPU') {
          timeout(time: max_time, unit: 'MINUTES') {
            init_git()
            // We're purposefully not setting the built image here since they
            // are not yet being uploaded to tlcpack
            // ci_hexagon = build_image('ci_hexagon')
            build_image('ci_hexagon')
          }
        }
      },
      'ci_i386': {
        node('CPU') {
          timeout(time: max_time, unit: 'MINUTES') {
            init_git()
            // We're purposefully not setting the built image here since they
            // are not yet being uploaded to tlcpack
            // ci_i386 = build_image('ci_i386')
            build_image('ci_i386')
          }
        }
      },
      'ci_lint': {
        node('CPU') {
          timeout(time: max_time, unit: 'MINUTES') {
            init_git()
            // We're purposefully not setting the built image here since they
            // are not yet being uploaded to tlcpack
            // ci_lint = build_image('ci_lint')
            build_image('ci_lint')
          }
        }
      },
      'ci_qemu': {
        node('CPU') {
          timeout(time: max_time, unit: 'MINUTES') {
            init_git()
            // We're purposefully not setting the built image here since they
            // are not yet being uploaded to tlcpack
            // ci_qemu = build_image('ci_qemu')
            build_image('ci_qemu')
          }
        }
      },
      'ci_wasm': {
        node('CPU') {
          timeout(time: max_time, unit: 'MINUTES') {
            init_git()
            // We're purposefully not setting the built image here since they
            // are not yet being uploaded to tlcpack
            // ci_wasm = build_image('ci_wasm')
            build_image('ci_wasm')
          }
        }
      },
    )
  }
}
def lint() {
  stage('Lint') {
    parallel(
  'Lint 1 of 2': {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/lint") {
        docker_init(ci_lint)
        init_git()
        timeout(time: max_time, unit: 'MINUTES') {
          withEnv([
            'TVM_NUM_SHARDS=2',
            'TVM_SHARD_INDEX=0'], {
            sh (
                script: "${docker_run} ${ci_lint} ./tests/scripts/task_lint.sh",
                label: 'Run lint',
              )
          })
        }
      }
    }
  },
  'Lint 2 of 2': {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/lint") {
        docker_init(ci_lint)
        init_git()
        timeout(time: max_time, unit: 'MINUTES') {
          withEnv([
            'TVM_NUM_SHARDS=2',
            'TVM_SHARD_INDEX=1'], {
            sh (
                script: "${docker_run} ${ci_lint} ./tests/scripts/task_lint.sh",
                label: 'Run lint',
              )
          })
        }
      }
    }
  },
    )
  }
}
def ci_setup(image) {
  sh (
    script: "${docker_run} ${image} ./tests/scripts/task_ci_setup.sh",
    label: 'Set up CI environment',
  )
}

def python_unittest(image) {
  sh (
    script: "${docker_run} ${image} ./tests/scripts/task_python_unittest.sh",
    label: 'Run Python unit tests',
  )
}

def fsim_test(image) {
  // sh (
  //   script: "${docker_run} ${image} ./tests/scripts/task_python_vta_fsim.sh",
  //   label: 'Run VTA tests in FSIM',
  // )
}

def cmake_build(image, path, make_flag) {
  sh (
    script: "${docker_run} --env CI_NUM_EXECUTORS ${image} ./tests/scripts/task_build.py --sccache-bucket tvm-sccache-prod",
    label: 'Run cmake build',
  )
}

def cpp_unittest(image) {
  sh (
    script: "${docker_run} --env CI_NUM_EXECUTORS ${image} ./tests/scripts/task_cpp_unittest.sh",
    label: 'Build and run C++ tests',
  )
}


def add_microtvm_permissions() {
  sh(
    script: 'find build/microtvm_template_projects -type f | grep qemu-hack | xargs chmod +x',
    label: 'Add execute permissions for microTVM files',
  )
}

def add_hexagon_permissions() {
  sh(
    script: 'find build/hexagon_api_output -type f | xargs chmod +x',
    label: 'Add execute permissions for hexagon files',
  )
}

// Run make. First try to do an incremental make from a previous workspace in hope to
// accelerate the compilation. If something is wrong, clean the workspace and then
// build from scratch.
def make(docker_type, path, make_flag) {
  timeout(time: max_time, unit: 'MINUTES') {
    try {
      cmake_build(docker_type, path, make_flag)
    } catch (hudson.AbortException ae) {
      // script exited due to user abort, directly throw instead of retry
      if (ae.getMessage().contains('script returned exit code 143')) {
        throw ae
      }
      echo 'Incremental compilation failed. Fall back to build from scratch'
      sh (
        script: "${docker_run} ${docker_type} ./tests/scripts/task_clean.sh ${path}",
        label: 'Clear old cmake workspace',
      )
      cmake_build(docker_type, path, make_flag)
    }
  }
}


def build() {
stage('Build') {
  environment {
    SKIP_SLOW_TESTS = "${skip_slow_tests}"
  }
  parallel(
    'BUILD: GPU': {
    if (!skip_ci) {
      node('CPU-SMALL') {
        ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/build-gpu") {
          docker_init(ci_gpu)
          init_git()
          sh "${docker_run} --no-gpu ${ci_gpu} ./tests/scripts/task_config_build_gpu.sh build"
          make("${ci_gpu} --no-gpu", 'build', '-j2')
          sh(
            script: """
              set -eux
              md5sum build/libtvm.so
              aws s3 cp --no-progress build/libtvm.so s3://${s3_prefix}/gpu/build/libtvm.so
              md5sum build/libtvm_runtime.so
              aws s3 cp --no-progress build/libtvm_runtime.so s3://${s3_prefix}/gpu/build/libtvm_runtime.so
              md5sum build/config.cmake
              aws s3 cp --no-progress build/config.cmake s3://${s3_prefix}/gpu/build/config.cmake
              aws s3 cp --no-progress build/microtvm_template_projects s3://${s3_prefix}/gpu/build/microtvm_template_projects --recursive
            """,
            label: 'Upload artifacts to S3',
          )


          // compiler test
          sh "${docker_run} --no-gpu ${ci_gpu} ./tests/scripts/task_config_build_gpu_other.sh build2"
          make("${ci_gpu} --no-gpu", 'build2', '-j2')
          sh(
            script: """
              set -eux
              md5sum build/libtvm.so
              aws s3 cp --no-progress build/libtvm.so s3://${s3_prefix}/gpu2/build/libtvm.so
              md5sum build/libtvm_runtime.so
              aws s3 cp --no-progress build/libtvm_runtime.so s3://${s3_prefix}/gpu2/build/libtvm_runtime.so
              md5sum build/config.cmake
              aws s3 cp --no-progress build/config.cmake s3://${s3_prefix}/gpu2/build/config.cmake
            """,
            label: 'Upload artifacts to S3',
          )

        }
      }
    }
  },
  'BUILD: CPU': {
    if (!skip_ci && is_docs_only_build != 1) {
      node('CPU-SMALL') {
        ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/build-cpu") {
          docker_init(ci_cpu)
          init_git()
          sh (
            script: "${docker_run} ${ci_cpu} ./tests/scripts/task_config_build_cpu.sh build",
            label: 'Create CPU cmake config',
          )
          make(ci_cpu, 'build', '-j2')
          sh(
            script: """
              set -eux
              md5sum build/libtvm.so
              aws s3 cp --no-progress build/libtvm.so s3://${s3_prefix}/cpu/build/libtvm.so
              md5sum build/libtvm_runtime.so
              aws s3 cp --no-progress build/libtvm_runtime.so s3://${s3_prefix}/cpu/build/libtvm_runtime.so
              md5sum build/config.cmake
              aws s3 cp --no-progress build/config.cmake s3://${s3_prefix}/cpu/build/config.cmake
            """,
            label: 'Upload artifacts to S3',
          )

          timeout(time: max_time, unit: 'MINUTES') {
            ci_setup(ci_cpu)
            // sh "${docker_run} ${ci_cpu} ./tests/scripts/task_golang.sh"
            // TODO(@jroesch): need to resolve CI issue will turn back on in follow up patch
            sh (script: "${docker_run} ${ci_cpu} ./tests/scripts/task_rust.sh", label: 'Rust build and test')
          }
        }
      }
    } else {
      Utils.markStageSkippedForConditional('BUILD: CPU')
    }
  },
  'BUILD: WASM': {
    if (!skip_ci && is_docs_only_build != 1) {
      node('CPU-SMALL') {
        ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/build-wasm") {
          docker_init(ci_wasm)
          init_git()
          sh (
            script: "${docker_run} ${ci_wasm} ./tests/scripts/task_config_build_wasm.sh build",
            label: 'Create WASM cmake config',
          )
          make(ci_wasm, 'build', '-j2')
          cpp_unittest(ci_wasm)
          timeout(time: max_time, unit: 'MINUTES') {
            ci_setup(ci_wasm)
            sh (
              script: "${docker_run} ${ci_wasm} ./tests/scripts/task_web_wasm.sh",
              label: 'Run WASM lint and tests',
            )
          }
        }
      }
    } else {
      Utils.markStageSkippedForConditional('BUILD: WASM')
    }
  },
  'BUILD: i386': {
    if (!skip_ci && is_docs_only_build != 1) {
      node('CPU-SMALL') {
        ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/build-i386") {
          docker_init(ci_i386)
          init_git()
          sh (
            script: "${docker_run} ${ci_i386} ./tests/scripts/task_config_build_i386.sh build",
            label: 'Create i386 cmake config',
          )
          make(ci_i386, 'build', '-j2')
          sh(
            script: """
              set -eux
              md5sum build/libtvm.so
              aws s3 cp --no-progress build/libtvm.so s3://${s3_prefix}/i386/build/libtvm.so
              md5sum build/libtvm_runtime.so
              aws s3 cp --no-progress build/libtvm_runtime.so s3://${s3_prefix}/i386/build/libtvm_runtime.so
              md5sum build/config.cmake
              aws s3 cp --no-progress build/config.cmake s3://${s3_prefix}/i386/build/config.cmake
            """,
            label: 'Upload artifacts to S3',
          )

        }
      }
    } else {
      Utils.markStageSkippedForConditional('BUILD: i386')
    }
  },
  'BUILD: arm': {
    if (!skip_ci && is_docs_only_build != 1) {
      node('ARM-SMALL') {
        ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/build-arm") {
          docker_init(ci_arm)
          init_git()
          sh (
            script: "${docker_run} ${ci_arm} ./tests/scripts/task_config_build_arm.sh build",
            label: 'Create ARM cmake config',
          )
          make(ci_arm, 'build', '-j4')
          sh(
            script: """
              set -eux
              md5sum build/libtvm.so
              aws s3 cp --no-progress build/libtvm.so s3://${s3_prefix}/arm/build/libtvm.so
              md5sum build/libtvm_runtime.so
              aws s3 cp --no-progress build/libtvm_runtime.so s3://${s3_prefix}/arm/build/libtvm_runtime.so
              md5sum build/config.cmake
              aws s3 cp --no-progress build/config.cmake s3://${s3_prefix}/arm/build/config.cmake
            """,
            label: 'Upload artifacts to S3',
          )

        }
      }
     } else {
      Utils.markStageSkippedForConditional('BUILD: arm')
    }
  },
  'BUILD: QEMU': {
    if (!skip_ci && is_docs_only_build != 1) {
      node('CPU-SMALL') {
        ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/build-qemu") {
          docker_init(ci_qemu)
          init_git()
          sh (
            script: "${docker_run} ${ci_qemu} ./tests/scripts/task_config_build_qemu.sh build",
            label: 'Create QEMU cmake config',
          )
          make(ci_qemu, 'build', '-j2')
          sh(
            script: """
              set -eux
              md5sum build/libtvm.so
              aws s3 cp --no-progress build/libtvm.so s3://${s3_prefix}/qemu/build/libtvm.so
              md5sum build/libtvm_runtime.so
              aws s3 cp --no-progress build/libtvm_runtime.so s3://${s3_prefix}/qemu/build/libtvm_runtime.so
              md5sum build/config.cmake
              aws s3 cp --no-progress build/config.cmake s3://${s3_prefix}/qemu/build/config.cmake
              aws s3 cp --no-progress build/microtvm_template_projects s3://${s3_prefix}/qemu/build/microtvm_template_projects --recursive
            """,
            label: 'Upload artifacts to S3',
          )

        }
      }
     } else {
      Utils.markStageSkippedForConditional('BUILD: QEMU')
    }
  },
  'BUILD: Hexagon': {
    if (!skip_ci && is_docs_only_build != 1) {
      node('CPU-SMALL') {
        ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/build-hexagon") {
          docker_init(ci_hexagon)
          init_git()
          sh (
            script: "${docker_run} ${ci_hexagon} ./tests/scripts/task_config_build_hexagon.sh build",
            label: 'Create Hexagon cmake config',
          )
          make(ci_hexagon, 'build', '-j2')
          sh (
            script: "${docker_run} ${ci_hexagon} ./tests/scripts/task_build_hexagon_api.sh",
            label: 'Build Hexagon API',
          )
          sh(
            script: """
              set -eux
              md5sum build/libtvm.so
              aws s3 cp --no-progress build/libtvm.so s3://${s3_prefix}/hexagon/build/libtvm.so
              md5sum build/libtvm_runtime.so
              aws s3 cp --no-progress build/libtvm_runtime.so s3://${s3_prefix}/hexagon/build/libtvm_runtime.so
              md5sum build/config.cmake
              aws s3 cp --no-progress build/config.cmake s3://${s3_prefix}/hexagon/build/config.cmake
              aws s3 cp --no-progress build/hexagon_api_output s3://${s3_prefix}/hexagon/build/hexagon_api_output --recursive
            """,
            label: 'Upload artifacts to S3',
          )

        }
      }
     } else {
      Utils.markStageSkippedForConditional('BUILD: Hexagon')
    }
  },
  )
}
}

// We have to do this whacky split of the code from where it's used since the
// JVM limits method length to 64k and we easily exceed that with all this
// autogenerated code. This makes it so each test step is in its own method so
// that each individual method isn't too big.

def shard_run_unittest_GPU_1_of_3() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('GPU') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/ut-python-gpu") {
        try {
          docker_init(ci_gpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=gpu',
              'TVM_NUM_SHARDS=3',
              'TVM_SHARD_INDEX=0'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu2/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu2/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu2/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              cpp_unittest(ci_gpu)

              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_gpu)
              cpp_unittest(ci_gpu)
              sh (
                script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_unittest_gpuonly.sh",
                label: 'Run Python GPU unit tests',
              )
              sh (
                script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_integration_gpuonly.sh",
                label: 'Run Python GPU integration tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('unittest: GPU 1 of 3')
  }
}

def shard_run_unittest_GPU_2_of_3() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('GPU') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/ut-python-gpu") {
        try {
          docker_init(ci_gpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=gpu',
              'TVM_NUM_SHARDS=3',
              'TVM_SHARD_INDEX=1'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_gpu)
              sh (
                script: "${docker_run} ${ci_gpu} ./tests/scripts/task_java_unittest.sh",
                label: 'Run Java unit tests',
              )
              sh (
                script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_unittest_gpuonly.sh",
                label: 'Run Python GPU unit tests',
              )
              sh (
                script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_integration_gpuonly.sh",
                label: 'Run Python GPU integration tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('unittest: GPU 2 of 3')
  }
}

def shard_run_unittest_GPU_3_of_3() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('GPU') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/ut-python-gpu") {
        try {
          docker_init(ci_gpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=gpu',
              'TVM_NUM_SHARDS=3',
              'TVM_SHARD_INDEX=2'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_gpu)
              sh (
                script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_unittest_gpuonly.sh",
                label: 'Run Python GPU unit tests',
              )
              sh (
                script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_integration_gpuonly.sh",
                label: 'Run Python GPU integration tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('unittest: GPU 3 of 3')
  }
}


def shard_run_integration_CPU_1_of_6() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/integration-python-cpu") {
        try {
          docker_init(ci_cpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=cpu',
              'TVM_NUM_SHARDS=6',
              'TVM_SHARD_INDEX=0'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_cpu)
              sh (
                script: "${docker_run} ${ci_cpu} ./tests/scripts/task_python_integration.sh",
                label: 'Run CPU integration tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('integration: CPU 1 of 6')
  }
}

def shard_run_integration_CPU_2_of_6() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/integration-python-cpu") {
        try {
          docker_init(ci_cpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=cpu',
              'TVM_NUM_SHARDS=6',
              'TVM_SHARD_INDEX=1'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_cpu)
              sh (
                script: "${docker_run} ${ci_cpu} ./tests/scripts/task_python_integration.sh",
                label: 'Run CPU integration tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('integration: CPU 2 of 6')
  }
}

def shard_run_integration_CPU_3_of_6() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/integration-python-cpu") {
        try {
          docker_init(ci_cpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=cpu',
              'TVM_NUM_SHARDS=6',
              'TVM_SHARD_INDEX=2'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_cpu)
              sh (
                script: "${docker_run} ${ci_cpu} ./tests/scripts/task_python_integration.sh",
                label: 'Run CPU integration tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('integration: CPU 3 of 6')
  }
}

def shard_run_integration_CPU_4_of_6() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/integration-python-cpu") {
        try {
          docker_init(ci_cpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=cpu',
              'TVM_NUM_SHARDS=6',
              'TVM_SHARD_INDEX=3'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_cpu)
              sh (
                script: "${docker_run} ${ci_cpu} ./tests/scripts/task_python_integration.sh",
                label: 'Run CPU integration tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('integration: CPU 4 of 6')
  }
}

def shard_run_integration_CPU_5_of_6() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/integration-python-cpu") {
        try {
          docker_init(ci_cpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=cpu',
              'TVM_NUM_SHARDS=6',
              'TVM_SHARD_INDEX=4'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_cpu)
              sh (
                script: "${docker_run} ${ci_cpu} ./tests/scripts/task_python_integration.sh",
                label: 'Run CPU integration tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('integration: CPU 5 of 6')
  }
}

def shard_run_integration_CPU_6_of_6() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/integration-python-cpu") {
        try {
          docker_init(ci_cpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=cpu',
              'TVM_NUM_SHARDS=6',
              'TVM_SHARD_INDEX=5'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_cpu)
              sh (
                script: "${docker_run} ${ci_cpu} ./tests/scripts/task_python_integration.sh",
                label: 'Run CPU integration tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('integration: CPU 6 of 6')
  }
}


def shard_run_python_i386_1_of_5() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/integration-python-i386") {
        try {
          docker_init(ci_i386)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=i386',
              'TVM_NUM_SHARDS=5',
              'TVM_SHARD_INDEX=0'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/i386/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/i386/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/i386/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_i386)
              cpp_unittest(ci_i386)
              python_unittest(ci_i386)
              sh (
                script: "${docker_run} ${ci_i386} ./tests/scripts/task_python_integration_i386only.sh",
                label: 'Run i386 integration tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('python: i386 1 of 5')
  }
}

def shard_run_python_i386_2_of_5() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/integration-python-i386") {
        try {
          docker_init(ci_i386)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=i386',
              'TVM_NUM_SHARDS=5',
              'TVM_SHARD_INDEX=1'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/i386/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/i386/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/i386/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_i386)
              python_unittest(ci_i386)
              sh (
                script: "${docker_run} ${ci_i386} ./tests/scripts/task_python_integration_i386only.sh",
                label: 'Run i386 integration tests',
              )
              fsim_test(ci_i386)
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('python: i386 2 of 5')
  }
}

def shard_run_python_i386_3_of_5() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/integration-python-i386") {
        try {
          docker_init(ci_i386)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=i386',
              'TVM_NUM_SHARDS=5',
              'TVM_SHARD_INDEX=2'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/i386/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/i386/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/i386/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_i386)
              python_unittest(ci_i386)
              sh (
                script: "${docker_run} ${ci_i386} ./tests/scripts/task_python_integration_i386only.sh",
                label: 'Run i386 integration tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('python: i386 3 of 5')
  }
}

def shard_run_python_i386_4_of_5() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/integration-python-i386") {
        try {
          docker_init(ci_i386)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=i386',
              'TVM_NUM_SHARDS=5',
              'TVM_SHARD_INDEX=3'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/i386/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/i386/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/i386/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_i386)
              python_unittest(ci_i386)
              sh (
                script: "${docker_run} ${ci_i386} ./tests/scripts/task_python_integration_i386only.sh",
                label: 'Run i386 integration tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('python: i386 4 of 5')
  }
}

def shard_run_python_i386_5_of_5() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/integration-python-i386") {
        try {
          docker_init(ci_i386)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=i386',
              'TVM_NUM_SHARDS=5',
              'TVM_SHARD_INDEX=4'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/i386/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/i386/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/i386/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_i386)
              python_unittest(ci_i386)
              sh (
                script: "${docker_run} ${ci_i386} ./tests/scripts/task_python_integration_i386only.sh",
                label: 'Run i386 integration tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('python: i386 5 of 5')
  }
}


def shard_run_test_Hexagon_1_of_7() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/test-hexagon") {
        try {
          docker_init(ci_hexagon)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=hexagon',
              'TVM_NUM_SHARDS=7',
              'TVM_SHARD_INDEX=0'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/hexagon_api_output build/hexagon_api_output --recursive
                        """,
                        label: 'Download artifacts from S3',
                      )

              add_hexagon_permissions()
              ci_setup(ci_hexagon)
              cpp_unittest(ci_hexagon)
              sh (
                script: "${docker_run} ${ci_hexagon} ./tests/scripts/task_python_hexagon.sh",
                label: 'Run Hexagon tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('test: Hexagon 1 of 7')
  }
}

def shard_run_test_Hexagon_2_of_7() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/test-hexagon") {
        try {
          docker_init(ci_hexagon)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=hexagon',
              'TVM_NUM_SHARDS=7',
              'TVM_SHARD_INDEX=1'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/hexagon_api_output build/hexagon_api_output --recursive
                        """,
                        label: 'Download artifacts from S3',
                      )

              add_hexagon_permissions()
              ci_setup(ci_hexagon)
              sh (
                script: "${docker_run} ${ci_hexagon} ./tests/scripts/task_python_hexagon.sh",
                label: 'Run Hexagon tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('test: Hexagon 2 of 7')
  }
}

def shard_run_test_Hexagon_3_of_7() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/test-hexagon") {
        try {
          docker_init(ci_hexagon)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=hexagon',
              'TVM_NUM_SHARDS=7',
              'TVM_SHARD_INDEX=2'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/hexagon_api_output build/hexagon_api_output --recursive
                        """,
                        label: 'Download artifacts from S3',
                      )

              add_hexagon_permissions()
              ci_setup(ci_hexagon)
              sh (
                script: "${docker_run} ${ci_hexagon} ./tests/scripts/task_python_hexagon.sh",
                label: 'Run Hexagon tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('test: Hexagon 3 of 7')
  }
}

def shard_run_test_Hexagon_4_of_7() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/test-hexagon") {
        try {
          docker_init(ci_hexagon)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=hexagon',
              'TVM_NUM_SHARDS=7',
              'TVM_SHARD_INDEX=3'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/hexagon_api_output build/hexagon_api_output --recursive
                        """,
                        label: 'Download artifacts from S3',
                      )

              add_hexagon_permissions()
              ci_setup(ci_hexagon)
              sh (
                script: "${docker_run} ${ci_hexagon} ./tests/scripts/task_python_hexagon.sh",
                label: 'Run Hexagon tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('test: Hexagon 4 of 7')
  }
}

def shard_run_test_Hexagon_5_of_7() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/test-hexagon") {
        try {
          docker_init(ci_hexagon)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=hexagon',
              'TVM_NUM_SHARDS=7',
              'TVM_SHARD_INDEX=4'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/hexagon_api_output build/hexagon_api_output --recursive
                        """,
                        label: 'Download artifacts from S3',
                      )

              add_hexagon_permissions()
              ci_setup(ci_hexagon)
              sh (
                script: "${docker_run} ${ci_hexagon} ./tests/scripts/task_python_hexagon.sh",
                label: 'Run Hexagon tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('test: Hexagon 5 of 7')
  }
}

def shard_run_test_Hexagon_6_of_7() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/test-hexagon") {
        try {
          docker_init(ci_hexagon)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=hexagon',
              'TVM_NUM_SHARDS=7',
              'TVM_SHARD_INDEX=5'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/hexagon_api_output build/hexagon_api_output --recursive
                        """,
                        label: 'Download artifacts from S3',
                      )

              add_hexagon_permissions()
              ci_setup(ci_hexagon)
              sh (
                script: "${docker_run} ${ci_hexagon} ./tests/scripts/task_python_hexagon.sh",
                label: 'Run Hexagon tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('test: Hexagon 6 of 7')
  }
}

def shard_run_test_Hexagon_7_of_7() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('CPU-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/test-hexagon") {
        try {
          docker_init(ci_hexagon)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=hexagon',
              'TVM_NUM_SHARDS=7',
              'TVM_SHARD_INDEX=6'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                          aws s3 cp --no-progress s3://${s3_prefix}/hexagon/build/hexagon_api_output build/hexagon_api_output --recursive
                        """,
                        label: 'Download artifacts from S3',
                      )

              add_hexagon_permissions()
              ci_setup(ci_hexagon)
              sh (
                script: "${docker_run} ${ci_hexagon} ./tests/scripts/task_python_hexagon.sh",
                label: 'Run Hexagon tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('test: Hexagon 7 of 7')
  }
}


def shard_run_integration_aarch64_1_of_4() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('ARM-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/ut-python-arm") {
        try {
          docker_init(ci_arm)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=arm',
              'TVM_NUM_SHARDS=4',
              'TVM_SHARD_INDEX=0'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_arm)
              python_unittest(ci_arm)
              sh (
                script: "${docker_run} ${ci_arm} ./tests/scripts/task_python_integration.sh",
                label: 'Run CPU integration tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('integration: aarch64 1 of 4')
  }
}

def shard_run_integration_aarch64_2_of_4() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('ARM-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/ut-python-arm") {
        try {
          docker_init(ci_arm)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=arm',
              'TVM_NUM_SHARDS=4',
              'TVM_SHARD_INDEX=1'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_arm)
              python_unittest(ci_arm)
              sh (
                script: "${docker_run} ${ci_arm} ./tests/scripts/task_python_integration.sh",
                label: 'Run CPU integration tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('integration: aarch64 2 of 4')
  }
}

def shard_run_integration_aarch64_3_of_4() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('ARM-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/ut-python-arm") {
        try {
          docker_init(ci_arm)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=arm',
              'TVM_NUM_SHARDS=4',
              'TVM_SHARD_INDEX=2'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_arm)
              python_unittest(ci_arm)
              sh (
                script: "${docker_run} ${ci_arm} ./tests/scripts/task_python_integration.sh",
                label: 'Run CPU integration tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('integration: aarch64 3 of 4')
  }
}

def shard_run_integration_aarch64_4_of_4() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('ARM-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/ut-python-arm") {
        try {
          docker_init(ci_arm)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=arm',
              'TVM_NUM_SHARDS=4',
              'TVM_SHARD_INDEX=3'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_arm)
              python_unittest(ci_arm)
              sh (
                script: "${docker_run} ${ci_arm} ./tests/scripts/task_python_integration.sh",
                label: 'Run CPU integration tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('integration: aarch64 4 of 4')
  }
}


def shard_run_topi_GPU_1_of_4() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('GPU') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/topi-python-gpu") {
        try {
          docker_init(ci_gpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=gpu',
              'TVM_NUM_SHARDS=4',
              'TVM_SHARD_INDEX=0'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_gpu)
              sh (
                script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_topi.sh",
                label: 'Run TOPI tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('topi: GPU 1 of 4')
  }
}

def shard_run_topi_GPU_2_of_4() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('GPU') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/topi-python-gpu") {
        try {
          docker_init(ci_gpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=gpu',
              'TVM_NUM_SHARDS=4',
              'TVM_SHARD_INDEX=1'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_gpu)
              sh (
                script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_topi.sh",
                label: 'Run TOPI tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('topi: GPU 2 of 4')
  }
}

def shard_run_topi_GPU_3_of_4() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('GPU') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/topi-python-gpu") {
        try {
          docker_init(ci_gpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=gpu',
              'TVM_NUM_SHARDS=4',
              'TVM_SHARD_INDEX=2'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_gpu)
              sh (
                script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_topi.sh",
                label: 'Run TOPI tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('topi: GPU 3 of 4')
  }
}

def shard_run_topi_GPU_4_of_4() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('GPU') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/topi-python-gpu") {
        try {
          docker_init(ci_gpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=gpu',
              'TVM_NUM_SHARDS=4',
              'TVM_SHARD_INDEX=3'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_gpu)
              sh (
                script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_topi.sh",
                label: 'Run TOPI tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('topi: GPU 4 of 4')
  }
}


def shard_run_frontend_GPU_1_of_6() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('GPU') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/frontend-python-gpu") {
        try {
          docker_init(ci_gpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=gpu',
              'TVM_NUM_SHARDS=6',
              'TVM_SHARD_INDEX=0'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_gpu)
              sh (
                script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_frontend.sh",
                label: 'Run Python frontend tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('frontend: GPU 1 of 6')
  }
}

def shard_run_frontend_GPU_2_of_6() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('GPU') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/frontend-python-gpu") {
        try {
          docker_init(ci_gpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=gpu',
              'TVM_NUM_SHARDS=6',
              'TVM_SHARD_INDEX=1'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_gpu)
              sh (
                script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_frontend.sh",
                label: 'Run Python frontend tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('frontend: GPU 2 of 6')
  }
}

def shard_run_frontend_GPU_3_of_6() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('GPU') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/frontend-python-gpu") {
        try {
          docker_init(ci_gpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=gpu',
              'TVM_NUM_SHARDS=6',
              'TVM_SHARD_INDEX=2'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_gpu)
              sh (
                script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_frontend.sh",
                label: 'Run Python frontend tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('frontend: GPU 3 of 6')
  }
}

def shard_run_frontend_GPU_4_of_6() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('GPU') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/frontend-python-gpu") {
        try {
          docker_init(ci_gpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=gpu',
              'TVM_NUM_SHARDS=6',
              'TVM_SHARD_INDEX=3'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_gpu)
              sh (
                script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_frontend.sh",
                label: 'Run Python frontend tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('frontend: GPU 4 of 6')
  }
}

def shard_run_frontend_GPU_5_of_6() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('GPU') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/frontend-python-gpu") {
        try {
          docker_init(ci_gpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=gpu',
              'TVM_NUM_SHARDS=6',
              'TVM_SHARD_INDEX=4'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_gpu)
              sh (
                script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_frontend.sh",
                label: 'Run Python frontend tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('frontend: GPU 5 of 6')
  }
}

def shard_run_frontend_GPU_6_of_6() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('GPU') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/frontend-python-gpu") {
        try {
          docker_init(ci_gpu)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=gpu',
              'TVM_NUM_SHARDS=6',
              'TVM_SHARD_INDEX=5'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_gpu)
              sh (
                script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_frontend.sh",
                label: 'Run Python frontend tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('frontend: GPU 6 of 6')
  }
}


def shard_run_topi_aarch64_1_of_2() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('ARM-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/ut-python-arm") {
        try {
          docker_init(ci_arm)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=arm',
              'TVM_NUM_SHARDS=2',
              'TVM_SHARD_INDEX=0'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_arm)
              cpp_unittest(ci_arm)
              sh (
                script: "${docker_run} ${ci_arm} ./tests/scripts/task_python_arm_compute_library.sh",
                label: 'Run test_arm_compute_lib test',
              )
              sh (
                script: "${docker_run} ${ci_arm} ./tests/scripts/task_python_topi.sh",
                label: 'Run TOPI tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('topi: aarch64 1 of 2')
  }
}

def shard_run_topi_aarch64_2_of_2() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('ARM-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/ut-python-arm") {
        try {
          docker_init(ci_arm)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=arm',
              'TVM_NUM_SHARDS=2',
              'TVM_SHARD_INDEX=1'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_arm)
              sh (
                script: "${docker_run} ${ci_arm} ./tests/scripts/task_python_arm_compute_library.sh",
                label: 'Run test_arm_compute_lib test',
              )
              sh (
                script: "${docker_run} ${ci_arm} ./tests/scripts/task_python_topi.sh",
                label: 'Run TOPI tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('topi: aarch64 2 of 2')
  }
}


def shard_run_frontend_aarch64_1_of_2() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('ARM-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/frontend-python-arm") {
        try {
          docker_init(ci_arm)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=arm',
              'TVM_NUM_SHARDS=2',
              'TVM_SHARD_INDEX=0'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_arm)
              sh (
                script: "${docker_run} ${ci_arm} ./tests/scripts/task_python_frontend_cpu.sh",
                label: 'Run Python frontend tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('frontend: aarch64 1 of 2')
  }
}

def shard_run_frontend_aarch64_2_of_2() {
  if (!skip_ci && is_docs_only_build != 1) {
    node('ARM-SMALL') {
      ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/frontend-python-arm") {
        try {
          docker_init(ci_arm)
          init_git()
          timeout(time: max_time, unit: 'MINUTES') {
            withEnv([
              'PLATFORM=arm',
              'TVM_NUM_SHARDS=2',
              'TVM_SHARD_INDEX=1'], {
              sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/arm/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

              ci_setup(ci_arm)
              sh (
                script: "${docker_run} ${ci_arm} ./tests/scripts/task_python_frontend_cpu.sh",
                label: 'Run Python frontend tests',
              )
            })
          }
        } finally {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
            """,
            label: 'Upload JUnits to S3',
          )

          junit 'build/pytest-results/*.xml'
        }
      }
    }
  } else {
    Utils.markStageSkippedForConditional('frontend: aarch64 2 of 2')
  }
}


def test() {
stage('Test') {
  environment {
    SKIP_SLOW_TESTS = "${skip_slow_tests}"
  }
  parallel(
  'unittest: GPU 1 of 3': {
    shard_run_unittest_GPU_1_of_3()
  },
  'unittest: GPU 2 of 3': {
    shard_run_unittest_GPU_2_of_3()
  },
  'unittest: GPU 3 of 3': {
    shard_run_unittest_GPU_3_of_3()
  },
  'integration: CPU 1 of 6': {
    shard_run_integration_CPU_1_of_6()
  },
  'integration: CPU 2 of 6': {
    shard_run_integration_CPU_2_of_6()
  },
  'integration: CPU 3 of 6': {
    shard_run_integration_CPU_3_of_6()
  },
  'integration: CPU 4 of 6': {
    shard_run_integration_CPU_4_of_6()
  },
  'integration: CPU 5 of 6': {
    shard_run_integration_CPU_5_of_6()
  },
  'integration: CPU 6 of 6': {
    shard_run_integration_CPU_6_of_6()
  },
  'python: i386 1 of 5': {
    shard_run_python_i386_1_of_5()
  },
  'python: i386 2 of 5': {
    shard_run_python_i386_2_of_5()
  },
  'python: i386 3 of 5': {
    shard_run_python_i386_3_of_5()
  },
  'python: i386 4 of 5': {
    shard_run_python_i386_4_of_5()
  },
  'python: i386 5 of 5': {
    shard_run_python_i386_5_of_5()
  },
  'test: Hexagon 1 of 7': {
    shard_run_test_Hexagon_1_of_7()
  },
  'test: Hexagon 2 of 7': {
    shard_run_test_Hexagon_2_of_7()
  },
  'test: Hexagon 3 of 7': {
    shard_run_test_Hexagon_3_of_7()
  },
  'test: Hexagon 4 of 7': {
    shard_run_test_Hexagon_4_of_7()
  },
  'test: Hexagon 5 of 7': {
    shard_run_test_Hexagon_5_of_7()
  },
  'test: Hexagon 6 of 7': {
    shard_run_test_Hexagon_6_of_7()
  },
  'test: Hexagon 7 of 7': {
    shard_run_test_Hexagon_7_of_7()
  },
  'integration: aarch64 1 of 4': {
    shard_run_integration_aarch64_1_of_4()
  },
  'integration: aarch64 2 of 4': {
    shard_run_integration_aarch64_2_of_4()
  },
  'integration: aarch64 3 of 4': {
    shard_run_integration_aarch64_3_of_4()
  },
  'integration: aarch64 4 of 4': {
    shard_run_integration_aarch64_4_of_4()
  },
  'topi: GPU 1 of 4': {
    shard_run_topi_GPU_1_of_4()
  },
  'topi: GPU 2 of 4': {
    shard_run_topi_GPU_2_of_4()
  },
  'topi: GPU 3 of 4': {
    shard_run_topi_GPU_3_of_4()
  },
  'topi: GPU 4 of 4': {
    shard_run_topi_GPU_4_of_4()
  },
  'frontend: GPU 1 of 6': {
    shard_run_frontend_GPU_1_of_6()
  },
  'frontend: GPU 2 of 6': {
    shard_run_frontend_GPU_2_of_6()
  },
  'frontend: GPU 3 of 6': {
    shard_run_frontend_GPU_3_of_6()
  },
  'frontend: GPU 4 of 6': {
    shard_run_frontend_GPU_4_of_6()
  },
  'frontend: GPU 5 of 6': {
    shard_run_frontend_GPU_5_of_6()
  },
  'frontend: GPU 6 of 6': {
    shard_run_frontend_GPU_6_of_6()
  },
  'topi: aarch64 1 of 2': {
    shard_run_topi_aarch64_1_of_2()
  },
  'topi: aarch64 2 of 2': {
    shard_run_topi_aarch64_2_of_2()
  },
  'frontend: aarch64 1 of 2': {
    shard_run_frontend_aarch64_1_of_2()
  },
  'frontend: aarch64 2 of 2': {
    shard_run_frontend_aarch64_2_of_2()
  },
  'unittest: CPU': {
    if (!skip_ci && is_docs_only_build != 1) {
      node('CPU-SMALL') {
        ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/ut-python-cpu") {
          timeout(time: max_time, unit: 'MINUTES') {
            try {
              docker_init(ci_cpu)
              init_git()
              withEnv(['PLATFORM=cpu'], {
                sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

                ci_setup(ci_cpu)
                cpp_unittest(ci_cpu)
                python_unittest(ci_cpu)
                fsim_test(ci_cpu)
                // sh (
                //   script: "${docker_run} ${ci_cpu} ./tests/scripts/task_python_vta_tsim.sh",
                //   label: 'Run VTA tests in TSIM',
                // )
              })
            } finally {
              sh(
                script: """
                  set -eux
                  aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
                """,
                label: 'Upload JUnits to S3',
              )

              junit 'build/pytest-results/*.xml'
            }
          }
        }
      }
    } else {
      Utils.markStageSkippedForConditional('unittest: CPU')
    }
  },
  'test: QEMU': {
    if (!skip_ci && is_docs_only_build != 1) {
      node('CPU-SMALL') {
        ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/test-qemu") {
          timeout(time: max_time, unit: 'MINUTES') {
            try {
              docker_init(ci_qemu)
              init_git()
              withEnv(['PLATFORM=qemu'], {
                sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/qemu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/qemu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/qemu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                          aws s3 cp --no-progress s3://${s3_prefix}/qemu/build/microtvm_template_projects build/microtvm_template_projects --recursive
                        """,
                        label: 'Download artifacts from S3',
                      )

                add_microtvm_permissions()
                ci_setup(ci_qemu)
                cpp_unittest(ci_qemu)
                sh (
                  script: "${docker_run} ${ci_qemu} ./tests/scripts/task_python_microtvm.sh",
                  label: 'Run microTVM tests',
                )
                sh (
                  script: "${docker_run} ${ci_qemu} ./tests/scripts/task_demo_microtvm.sh",
                  label: 'Run microTVM demos',
                )
              })
            } finally {
              sh(
                script: """
                  set -eux
                  aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
                """,
                label: 'Upload JUnits to S3',
              )

              junit 'build/pytest-results/*.xml'
            }
          }
        }
      }
    } else {
      Utils.markStageSkippedForConditional('test: QEMU')
    }
  },
  'frontend: CPU': {
    if (!skip_ci && is_docs_only_build != 1) {
      node('CPU-SMALL') {
        ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/frontend-python-cpu") {
          timeout(time: max_time, unit: 'MINUTES') {
            try {
              docker_init(ci_cpu)
              init_git()
              withEnv(['PLATFORM=cpu'], {
                sh(
                        script: """
                          set -eux
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/libtvm.so build/libtvm.so
                          md5sum build/libtvm.so
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/libtvm_runtime.so build/libtvm_runtime.so
                          md5sum build/libtvm_runtime.so
                          aws s3 cp --no-progress s3://${s3_prefix}/cpu/build/config.cmake build/config.cmake
                          md5sum build/config.cmake
                        """,
                        label: 'Download artifacts from S3',
                      )

                ci_setup(ci_cpu)
                sh (
                  script: "${docker_run} ${ci_cpu} ./tests/scripts/task_python_frontend_cpu.sh",
                  label: 'Run Python frontend tests',
                )
              })
            } finally {
              sh(
                script: """
                  set -eux
                  aws s3 cp --no-progress build/pytest-results s3://${s3_prefix}/pytest-results --recursive
                """,
                label: 'Upload JUnits to S3',
              )

              junit 'build/pytest-results/*.xml'
            }
          }
        }
      }
    } else {
      Utils.markStageSkippedForConditional('frontend: CPU')
    }
  },
  'docs: GPU': {
    if (!skip_ci) {
      node('GPU') {
        ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/docs-python-gpu") {
          docker_init(ci_gpu)
          init_git()
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm.so build/libtvm.so
              md5sum build/libtvm.so
              aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/libtvm_runtime.so build/libtvm_runtime.so
              md5sum build/libtvm_runtime.so
              aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/config.cmake build/config.cmake
              md5sum build/config.cmake
              aws s3 cp --no-progress s3://${s3_prefix}/gpu/build/microtvm_template_projects build/microtvm_template_projects --recursive
            """,
            label: 'Download artifacts from S3',
          )

          add_microtvm_permissions()
          timeout(time: 180, unit: 'MINUTES') {
            ci_setup(ci_gpu)
            sh (
              script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_docs.sh",
              label: 'Build docs',
            )
          }
          sh(
            script: """
              set -eux
              md5sum docs.tgz
              aws s3 cp --no-progress docs.tgz s3://${s3_prefix}/docs/docs.tgz
            """,
            label: 'Upload artifacts to S3',
          )

          sh(
            script: "aws s3 cp --no-progress _docs s3://${s3_prefix}/docs --recursive",
            label: 'Upload docs to S3',
          )
        }
      }
    }
  },
  )
}
}/*
stage('Build packages') {
  parallel 'conda CPU': {
    node('CPU') {
      sh "${docker_run} tlcpack/conda-cpu ./conda/build_cpu.sh
    }
  },
  'conda cuda': {
    node('CPU') {
      sh "${docker_run} tlcpack/conda-cuda90 ./conda/build_cuda.sh
      sh "${docker_run} tlcpack/conda-cuda100 ./conda/build_cuda.sh
    }
  }
// Here we could upload the packages to anaconda for releases
// and/or the main branch
}
*/


def update_docker(ecr_image, hub_image) {
  if (!ecr_image.contains("amazonaws.com")) {
    sh("echo Skipping '${ecr_image}' since it doesn't look like an ECR image")
    return
  }
  docker_init(ecr_image)
  sh(
    script: """
    set -eux
    docker tag \
      ${ecr_image} \
      ${hub_image}
    docker push ${hub_image}
    """,
    label: "Update ${hub_image} on Docker Hub",
  )
}

def deploy_docs() {
  // Note: This code must stay in the Jenkinsfile to ensure that it runs
  // from a trusted context only
  sh(
    script: '''
      set -eux
      rm -rf tvm-site
      git clone -b $DOCS_DEPLOY_BRANCH --depth=1 https://github.com/apache/tvm-site
      cd tvm-site
      git status
      git checkout -B $DOCS_DEPLOY_BRANCH

      git ls-tree HEAD docs/ --name-only | grep -vP '^docs/v\\d' | xargs rm -rf
      mkdir -p docs
      tar xf ../docs.tgz -C docs
      COMMIT=$(cat docs/commit_hash)
      git add .
      git config user.name tvm-bot
      git config user.email 95660001+tvm-bot@users.noreply.github.com
      git commit -m"deploying docs (apache/tvm@$COMMIT)"
      git status
    ''',
    label: 'Unpack docs and update tvm-site'
  )

  withCredentials([string(
    credentialsId: 'docs-push-token',
    variable: 'GITHUB_TOKEN',
    )]) {
    sh(
      script: '''
        cd tvm-site
        git remote add deploy https://$GITHUB_TOKEN:x-oauth-basic@github.com/apache/tvm-site.git
        git push deploy $DOCS_DEPLOY_BRANCH
      ''',
      label: 'Upload docs to apache/tvm-site'
    )
  }
}


def deploy() {
  stage('Deploy') {
    if (env.BRANCH_NAME == 'main' && env.DOCS_DEPLOY_ENABLED == 'yes') {
      node('CPU') {
        ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/deploy-docs") {
          sh(
            script: """
              set -eux
              aws s3 cp --no-progress s3://${s3_prefix}/docs/docs.tgz docs.tgz
              md5sum docs.tgz
            """,
            label: 'Download artifacts from S3',
          )

          deploy_docs()
        }
      }
    }
    if (env.BRANCH_NAME == 'main' && env.DEPLOY_DOCKER_IMAGES == 'yes' && rebuild_docker_images && upstream_revision != null) {
      node('CPU') {
        ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/deploy-docker") {
          try {
            withCredentials([string(
              credentialsId: 'dockerhub-tlcpackstaging-key',
              variable: 'DOCKERHUB_KEY',
            )]) {
              sh(
                script: 'docker login -u tlcpackstaging -p ${DOCKERHUB_KEY}',
                label: 'Log in to Docker Hub',
              )
            }
            def date_Ymd_HMS = sh(
              script: 'python3 -c \'import datetime; print(datetime.datetime.now().strftime("%Y%m%d-%H%M%S"))\'',
              label: 'Determine date',
              returnStdout: true,
            ).trim()
            def tag = "${date_Ymd_HMS}-${upstream_revision.substring(0, 8)}"
            update_docker(ci_arm, "tlcpackstaging/ci_arm:${tag}")
            update_docker(ci_cpu, "tlcpackstaging/ci_cpu:${tag}")
            update_docker(ci_gpu, "tlcpackstaging/ci_gpu:${tag}")
            update_docker(ci_hexagon, "tlcpackstaging/ci_hexagon:${tag}")
            update_docker(ci_i386, "tlcpackstaging/ci_i386:${tag}")
            update_docker(ci_lint, "tlcpackstaging/ci_lint:${tag}")
            update_docker(ci_qemu, "tlcpackstaging/ci_qemu:${tag}")
            update_docker(ci_wasm, "tlcpackstaging/ci_wasm:${tag}")
          } finally {
            sh(
              script: 'docker logout',
              label: 'Clean up login credentials'
            )
          }
        }
      }
    }
  }
}


cancel_previous_build()

prepare()

if (rebuild_docker_images) {
  build_docker_images()
}

lint()

build()

test()

deploy()