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[ci] Remove hardcoded test shards
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This moves the sharding logic from being inlined in the Jenkinsfile to templated, so we can change just the number of shards and the test allocation in `conftest.py` and the Jenkinsfile will work to match. This also changes the test allocation from a manual balancing before to be random between shards. Each shard needs to know only its shard number and the total number of shards, then it hashes each test and skips it unless that hash falls within its allocated tests. This breaks up related tests across shards but has the downside that any change to the number of shards will shuffle around where the tests end up (but ideally this is rare as we settle on a good number of shards to use).

This only does this for the GPU frontend tests but eventually we could expand it to more.
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@driazati
driazati committed Apr 7, 2022
1 parent 00c830e commit 040be72
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Showing 5 changed files with 398 additions and 219 deletions.
246 changes: 197 additions & 49 deletions Jenkinsfile
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Original file line number Diff line number Diff line change
Expand Up @@ -45,7 +45,7 @@
// '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 2022-03-30T11:40:52.107833
// Generated at 2022-04-07T13:50:22.427152

import org.jenkinsci.plugins.pipeline.modeldefinition.Utils
// NOTE: these lines are scanned by docker/dev_common.sh. Please update the regex as needed. -->
Expand Down Expand Up @@ -88,7 +88,7 @@ tvm_multilib_tsim = 'build/libvta_tsim.so, ' +
upstream_revision = null

// command to start a docker container
docker_run = 'docker/bash.sh'
docker_run = 'docker/bash.sh --env CI --env TVM_SHARD_INDEX --env TVM_NUM_SHARDS'
docker_build = 'docker/build.sh'
// timeout in minutes
max_time = 240
Expand Down Expand Up @@ -454,7 +454,7 @@ def fsim_test(image) {

def cmake_build(image, path, make_flag) {
sh (
script: "${docker_run} ${image} ./tests/scripts/task_build.py --sccache-bucket tvm-sccache-prod",
script: "${docker_run} --env CI_NUM_EXECUTORS ${image} ./tests/scripts/task_build.py --sccache-bucket tvm-sccache-prod",
label: 'Run cmake build',
)
}
Expand Down Expand Up @@ -673,27 +673,58 @@ stage('Test') {
Utils.markStageSkippedForConditional('unittest: GPU')
}
},
'integration: CPU': {
'integration: CPU 1 of 2': {
if (!skip_ci && is_docs_only_build != 1) {
node('CPU') {
ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/ut-python-cpu") {
ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/integration-python-cpu") {
try {
init_git()
unpack_lib('cpu', tvm_multilib_tsim)
timeout(time: max_time, unit: 'MINUTES') {
ci_setup(ci_cpu)
sh (
script: "${docker_run} ${ci_cpu} ./tests/scripts/task_python_integration.sh",
label: 'Run CPU integration tests',
)
withEnv([
'TVM_NUM_SHARDS=2',
'TVM_SHARD_INDEX=0'], {
unpack_lib('cpu', tvm_multilib_tsim)
ci_setup(ci_cpu)
sh (
script: "${docker_run} ${ci_cpu} ./tests/scripts/task_python_integration.sh",
label: 'Run CPU integration tests',
)
})
}
} finally {
junit 'build/pytest-results/*.xml'
}
}
}
} else {
Utils.markStageSkippedForConditional('integration: CPU')
Utils.markStageSkippedForConditional('integration: CPU 1 of 2')
}
},
'integration: CPU 2 of 2': {
if (!skip_ci && is_docs_only_build != 1) {
node('CPU') {
ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/integration-python-cpu") {
try {
init_git()
timeout(time: max_time, unit: 'MINUTES') {
withEnv([
'TVM_NUM_SHARDS=2',
'TVM_SHARD_INDEX=1'], {
unpack_lib('cpu', tvm_multilib_tsim)
ci_setup(ci_cpu)
sh (
script: "${docker_run} ${ci_cpu} ./tests/scripts/task_python_integration.sh",
label: 'Run CPU integration tests',
)
})
}
} finally {
junit 'build/pytest-results/*.xml'
}
}
}
} else {
Utils.markStageSkippedForConditional('integration: CPU 2 of 2')
}
},
'unittest: CPU': {
Expand Down Expand Up @@ -748,17 +779,16 @@ stage('Test') {
Utils.markStageSkippedForConditional('python3: i386')
}
},
'python3: aarch64': {
'topi: aarch64': {
if (!skip_ci && is_docs_only_build != 1) {
node('ARM') {
ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/ut-python-arm") {
try {
init_git()
unpack_lib('arm', tvm_multilib)
timeout(time: max_time, unit: 'MINUTES') {
timeout(time: max_time, unit: 'MINUTES') {
try {
init_git()
unpack_lib('arm', tvm_multilib)
ci_setup(ci_arm)
cpp_unittest(ci_arm)
python_unittest(ci_arm)
sh (
script: "${docker_run} ${ci_arm} ./tests/scripts/task_python_arm_compute_library.sh",
label: 'Run test_arm_compute_lib test',
Expand All @@ -767,87 +797,205 @@ stage('Test') {
script: "${docker_run} ${ci_arm} ./tests/scripts/task_python_topi.sh",
label: 'Run TOPI tests',
)
sh (
script: "${docker_run} ${ci_arm} ./tests/scripts/task_python_integration.sh",
label: 'Run CPU integration tests',
)
} finally {
junit 'build/pytest-results/*.xml'
}
}
}
}
} else {
Utils.markStageSkippedForConditional('topi: aarch64')
}
},
'integration: aarch64 1 of 2': {
if (!skip_ci && is_docs_only_build != 1) {
node('ARM') {
ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/ut-python-arm") {
try {
init_git()
timeout(time: max_time, unit: 'MINUTES') {
withEnv([
'TVM_NUM_SHARDS=2',
'TVM_SHARD_INDEX=0'], {
unpack_lib('arm', tvm_multilib)
ci_setup(ci_arm)
python_unittest(ci_arm)
sh (
script: "${docker_run} ${ci_arm} ./tests/scripts/task_python_integration.sh",
label: 'Run CPU integration tests',
)
})
}
} finally {
junit 'build/pytest-results/*.xml'
}
}
}
} else {
Utils.markStageSkippedForConditional('integration: aarch64 1 of 2')
}
},
'integration: aarch64 2 of 2': {
if (!skip_ci && is_docs_only_build != 1) {
node('ARM') {
ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/ut-python-arm") {
try {
init_git()
timeout(time: max_time, unit: 'MINUTES') {
withEnv([
'TVM_NUM_SHARDS=2',
'TVM_SHARD_INDEX=1'], {
unpack_lib('arm', tvm_multilib)
ci_setup(ci_arm)
python_unittest(ci_arm)
sh (
script: "${docker_run} ${ci_arm} ./tests/scripts/task_python_integration.sh",
label: 'Run CPU integration tests',
)
})
}
} finally {
junit 'build/pytest-results/*.xml'
}
}
}
} else {
Utils.markStageSkippedForConditional('python3: arm')
Utils.markStageSkippedForConditional('integration: aarch64 2 of 2')
}
},
'topi: GPU': {
'topi: GPU 1 of 2': {
if (!skip_ci && is_docs_only_build != 1) {
node('GPU') {
ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/topi-python-gpu") {
try {
init_git()
unpack_lib('gpu', tvm_multilib)
timeout(time: max_time, unit: 'MINUTES') {
ci_setup(ci_gpu)
sh (
script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_topi.sh",
label: 'Run TOPI tests',
)
withEnv([
'TVM_NUM_SHARDS=2',
'TVM_SHARD_INDEX=0'], {
unpack_lib('gpu', tvm_multilib)
ci_setup(ci_gpu)
sh (
script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_topi.sh",
label: 'Run TOPI tests',
)
})
}
} finally {
junit 'build/pytest-results/*.xml'
}
}
}
} else {
Utils.markStageSkippedForConditional('topi: GPU')
Utils.markStageSkippedForConditional('topi: GPU 1 of 2')
}
},
'frontend: GPU 1': {
'topi: GPU 2 of 2': {
if (!skip_ci && is_docs_only_build != 1) {
node('GPU') {
ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/topi-python-gpu") {
try {
init_git()
timeout(time: max_time, unit: 'MINUTES') {
withEnv([
'TVM_NUM_SHARDS=2',
'TVM_SHARD_INDEX=1'], {
unpack_lib('gpu', tvm_multilib)
ci_setup(ci_gpu)
sh (
script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_topi.sh",
label: 'Run TOPI tests',
)
})
}
} finally {
junit 'build/pytest-results/*.xml'
}
}
}
} else {
Utils.markStageSkippedForConditional('topi: GPU 2 of 2')
}
},
'frontend: GPU 1 of 3': {
if (!skip_ci && is_docs_only_build != 1) {
node('GPU') {
ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/frontend-python-gpu") {
try {
init_git()
unpack_lib('gpu', tvm_multilib)
timeout(time: max_time, unit: 'MINUTES') {
ci_setup(ci_gpu)
sh (
script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_frontend.sh 1",
label: 'Run Python frontend tests (shard 1)',
)
withEnv([
'TVM_NUM_SHARDS=3',
'TVM_SHARD_INDEX=0'], {
unpack_lib('gpu', tvm_multilib)
ci_setup(ci_gpu)
sh (
script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_frontend.sh",
label: 'Run Python frontend tests',
)
})
}
} finally {
junit 'build/pytest-results/*.xml'
}
}
}
} else {
Utils.markStageSkippedForConditional('frontend: GPU 1')
} else {
Utils.markStageSkippedForConditional('frontend: GPU 1 of 3')
}
},
'frontend: GPU 2': {
'frontend: GPU 2 of 3': {
if (!skip_ci && is_docs_only_build != 1) {
node('GPU') {
ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/frontend-python-gpu") {
try {
init_git()
unpack_lib('gpu', tvm_multilib)
timeout(time: max_time, unit: 'MINUTES') {
ci_setup(ci_gpu)
sh (
script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_frontend.sh 2",
label: 'Run Python frontend tests (shard 2)',
)
withEnv([
'TVM_NUM_SHARDS=3',
'TVM_SHARD_INDEX=1'], {
unpack_lib('gpu', tvm_multilib)
ci_setup(ci_gpu)
sh (
script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_frontend.sh",
label: 'Run Python frontend tests',
)
})
}
} finally {
junit 'build/pytest-results/*.xml'
}
}
}
} else {
Utils.markStageSkippedForConditional('frontend: GPU 2')
} else {
Utils.markStageSkippedForConditional('frontend: GPU 2 of 3')
}
},
'frontend: GPU 3 of 3': {
if (!skip_ci && is_docs_only_build != 1) {
node('GPU') {
ws("workspace/exec_${env.EXECUTOR_NUMBER}/tvm/frontend-python-gpu") {
try {
init_git()
timeout(time: max_time, unit: 'MINUTES') {
withEnv([
'TVM_NUM_SHARDS=3',
'TVM_SHARD_INDEX=2'], {
unpack_lib('gpu', tvm_multilib)
ci_setup(ci_gpu)
sh (
script: "${docker_run} ${ci_gpu} ./tests/scripts/task_python_frontend.sh",
label: 'Run Python frontend tests',
)
})
}
} finally {
junit 'build/pytest-results/*.xml'
}
}
}
} else {
Utils.markStageSkippedForConditional('frontend: GPU 3 of 3')
}
},
'frontend: CPU': {
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