Search is not available for this dataset
repo stringlengths 2 152 ⌀ | file stringlengths 15 239 | code stringlengths 0 58.4M | file_length int64 0 58.4M | avg_line_length float64 0 1.81M | max_line_length int64 0 12.7M | extension_type stringclasses 364
values |
|---|---|---|---|---|---|---|
nni | nni-master/nni/tools/nnictl/algo_management.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import importlib
import json
import nni
from nni.tools import package_utils
from .common_utils import print_error, print_green, get_yml_content
def read_reg_meta_list(meta_path):
content = get_yml_content(meta_path)
if content.get('algor... | 3,328 | 37.264368 | 123 | py |
nni | nni-master/nni/tools/nnictl/command_utils.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from subprocess import call, check_output
import sys
import os
import time
import signal
import psutil
from .common_utils import print_error, print_warning
def check_output_command(file_path, head=None, tail=None):
"""call check_output comm... | 5,647 | 34.3 | 123 | py |
nni | nni-master/nni/tools/nnictl/common_utils.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import os
import sys
import json
import tempfile
import time
import socket
import string
import random
import glob
from colorama import Fore
import filelock
import psutil
import yaml
from .constants import ERROR_INFO, NORMAL_INFO, WARNING_INFO
... | 3,893 | 28.725191 | 126 | py |
nni | nni-master/nni/tools/nnictl/config_schema.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import json
import os
from schema import And, Optional, Or, Regex, Schema, SchemaError
from nni.tools.package_utils.tuner_factory import create_validator_instance
from .common_utils import get_yml_content, print_warning
from .constants import S... | 31,486 | 48.900158 | 137 | py |
nni | nni-master/nni/tools/nnictl/config_utils.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import os
import sqlite3
import nni
from .constants import NNI_HOME_DIR
from .common_utils import get_file_lock
def config_v0_to_v1(config: dict) -> dict:
if 'clusterMetaData' not in config:
return config
elif 'trainingServicePla... | 7,383 | 40.954545 | 138 | py |
nni | nni-master/nni/tools/nnictl/constants.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import os
from colorama import Fore
NNI_HOME_DIR = os.path.join(os.path.expanduser('~'), 'nni-experiments')
ERROR_INFO = 'ERROR: '
NORMAL_INFO = 'INFO: '
WARNING_INFO = 'WARNING: '
DEFAULT_REST_PORT = 8080
REST_TIME_OUT = 20
EXPERIMENT_SUCCES... | 4,186 | 51.3375 | 126 | py |
nni | nni-master/nni/tools/nnictl/hello.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
"""
Provide ``nnictl hello`` command to generate quickstart example.
"""
from pathlib import Path
import shutil
from colorama import Fore
import nni_assets
def create_example(_args):
example_path = Path(nni_assets.__path__[0], 'hello_hpo'... | 844 | 30.296296 | 107 | py |
nni | nni-master/nni/tools/nnictl/launcher.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import logging
from pathlib import Path
from colorama import Fore
import yaml
from nni.experiment import Experiment, RunMode
from nni.experiment.config import ExperimentConfig, convert, utils
# used for v1-only legacy setup, remove them later
... | 4,924 | 36.59542 | 126 | py |
nni | nni-master/nni/tools/nnictl/launcher_utils.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import os
from schema import SchemaError
from .config_schema import NNIConfigSchema
from .common_utils import print_normal
def expand_path(experiment_config, key):
'''Change '~' to user home directory'''
if experiment_config.get(key):
... | 7,862 | 56.394161 | 125 | py |
nni | nni-master/nni/tools/nnictl/legacy_launcher.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import json
import os
from pathlib import Path
import sys
import string
import random
import time
import re
from subprocess import Popen, check_call, CalledProcessError, PIPE, STDOUT
from nni.experiment.config import ExperimentConfig, convert
fro... | 29,784 | 48.476744 | 140 | py |
nni | nni-master/nni/tools/nnictl/nnictl.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import argparse
import logging
import os
import pkg_resources
from colorama import init
from .common_utils import print_error
from .launcher import create_experiment, resume_experiment, view_experiment
from .updater import update_searchspace, upd... | 27,542 | 52.585603 | 140 | py |
nni | nni-master/nni/tools/nnictl/nnictl_utils.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import csv
import os
import sys
import json
import time
import shutil
import subprocess
from functools import cmp_to_key
import traceback
from datetime import datetime, timezone
from subprocess import Popen
from .rest_utils import rest_get, rest_... | 43,599 | 44.322245 | 133 | py |
nni | nni-master/nni/tools/nnictl/rest_utils.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import time
import requests
from .url_utils import check_status_url
from .constants import REST_TIME_OUT
from .common_utils import print_error
def rest_put(url, data, timeout, show_error=False):
'''Call rest put method'''
try:
re... | 2,903 | 31.266667 | 114 | py |
nni | nni-master/nni/tools/nnictl/ssh_utils.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import os
from .common_utils import print_error
from .command_utils import install_package_command
def check_environment():
'''check if paramiko is installed'''
try:
import paramiko
except:
install_package_command('pa... | 2,113 | 33.655738 | 94 | py |
nni | nni-master/nni/tools/nnictl/ts_management.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import importlib
import json
from nni.runtime.config import get_config_file
from .common_utils import print_error, print_green
_builtin_training_services = [
'local',
'remote',
'openpai', 'pai',
'aml',
'dlc',
'kubeflow',... | 2,077 | 24.341463 | 84 | py |
nni | nni-master/nni/tools/nnictl/updater.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import json
import os
from .rest_utils import rest_put, rest_post, rest_get, check_rest_server_quick, check_response
from .url_utils import experiment_url, import_data_url
from .config_utils import Config, Experiments
from .common_utils import ge... | 6,583 | 40.408805 | 125 | py |
nni | nni-master/nni/tools/nnictl/url_utils.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import socket
import psutil
BASE_URL = 'http://localhost'
API_ROOT_URL = '/api/v1/nni'
EXPERIMENT_API = '/experiment'
CLUSTER_METADATA_API = '/experiment/cluster-metadata'
IMPORT_DATA_API = '/experiment/import-data'
CHECK_STATUS_API = '/che... | 2,299 | 25.744186 | 91 | py |
nni | nni-master/nni/tools/package_utils/__init__.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from .common import *
from .config_manager import *
from .tuner_factory import *
| 155 | 21.285714 | 38 | py |
nni | nni-master/nni/tools/package_utils/common.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from __future__ import annotations
__all__ = ['AlgoMeta']
from typing import NamedTuple
from typing_extensions import Literal
class AlgoMeta(NamedTuple):
name: str
alias: str | None
class_name: str | None
accept_class_args: bo... | 2,027 | 33.372881 | 103 | py |
nni | nni-master/nni/tools/package_utils/config_manager.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from __future__ import annotations
__all__ = [
'get_algo_meta',
'get_all_algo_meta',
'register_algo_meta',
'unregister_algo_meta',
]
from collections import defaultdict
import yaml
from nni.runtime.config import get_builtin_co... | 2,459 | 29.75 | 78 | py |
nni | nni-master/nni/tools/package_utils/tuner_factory.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from __future__ import annotations
__all__ = [
'create_builtin_class_instance',
'create_customized_class_instance',
]
import importlib
import os
import sys
from typing import Any
from typing_extensions import Literal
from . import con... | 6,014 | 30.492147 | 100 | py |
nni | nni-master/nni/tools/trial_tool/__init__.py | 0 | 0 | 0 | py | |
nni | nni-master/nni/tools/trial_tool/aml_channel.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from azureml.core.run import Run # pylint: disable=import-error
from .base_channel import BaseChannel
from .log_utils import LogType, nni_log
class AMLChannel(BaseChannel):
def __init__(self, args):
self.args = args
self.run... | 1,651 | 33.416667 | 96 | py |
nni | nni-master/nni/tools/trial_tool/base_channel.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import json
import threading
import time
from abc import ABC, abstractmethod
from queue import Empty, Queue
from .log_utils import LogType, nni_log
from .commands import CommandType
INTERVAL_SECONDS = 0.5
class BaseChannel(ABC):
def __ini... | 5,323 | 32.484277 | 122 | py |
nni | nni-master/nni/tools/trial_tool/commands.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from enum import Enum
class CommandType(Enum):
Initialize = b'IN'
RequestTrialJobs = b'GE'
ReportMetricData = b'ME'
ReportGpuInfo = b'GI'
UpdateSearchSpace = b'SS'
ImportData = b'FD'
AddCustomizedTrialJob = b'AD'
... | 557 | 20.461538 | 38 | py |
nni | nni-master/nni/tools/trial_tool/constants.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import os
API_ROOT_URL = '/api/v1/nni-pai'
BASE_URL = 'http://{}'
LOG_DIR = os.environ['NNI_OUTPUT_DIR']
NNI_PLATFORM = os.environ['NNI_PLATFORM']
STDOUT_FULL_PATH = os.path.join(LOG_DIR, 'stdout')
STDERR_FULL_PATH = os.path.join(LOG_DIR, '... | 590 | 22.64 | 50 | py |
nni | nni-master/nni/tools/trial_tool/file_channel.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import os
from .base_channel import BaseChannel
command_path = "./commands"
runner_commands_file_name_prefix = "runner_commands"
manager_commands_file_name = "manager_commands.txt"
class FileChannel(BaseChannel):
def __init__(self, args)... | 2,386 | 30.407895 | 99 | py |
nni | nni-master/nni/tools/trial_tool/gpu.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import subprocess
import time
import traceback
from xml.dom import minidom
def collect_gpu_usage(node_id):
cmd = 'nvidia-smi -q -x'.split()
info = None
try:
smi_output = subprocess.check_output(cmd)
info = parse_nvid... | 2,479 | 34.428571 | 85 | py |
nni | nni-master/nni/tools/trial_tool/hdfsClientUtility.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import os
import posixpath
from .log_utils import LogType, nni_log
def copyHdfsDirectoryToLocal(hdfsDirectory, localDirectory, hdfsClient):
'''Copy directory from HDFS to local'''
if not os.path.exists(localDirectory):
os.makedir... | 4,259 | 44.806452 | 136 | py |
nni | nni-master/nni/tools/trial_tool/log_utils.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import os
import sys
import json
import logging
import logging.handlers
import time
import threading
import re
from datetime import datetime
from enum import Enum, unique
from logging import StreamHandler
from queue import Queue
from .rest_uti... | 6,640 | 29.186364 | 140 | py |
nni | nni-master/nni/tools/trial_tool/rest_utils.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import requests
def rest_get(url, timeout):
'''Call rest get method'''
try:
response = requests.get(url, timeout=timeout)
return response
except Exception as e:
print('Get exception {0} when sending http get t... | 1,568 | 33.866667 | 114 | py |
nni | nni-master/nni/tools/trial_tool/trial.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import ctypes
import os
import sys
import shlex
import tarfile
import time
from datetime import datetime
from subprocess import Popen
import psutil
from .log_utils import LogType, RemoteLogger, StdOutputType, nni_log
from .commands import Comma... | 6,945 | 41.353659 | 133 | py |
nni | nni-master/nni/tools/trial_tool/trial_keeper.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import argparse
import ctypes
import json
import logging
import os
import re
import shlex
import sys
import threading
import time
from subprocess import Popen
import pkg_resources
from pyhdfs import HdfsClient
from .constants import (LOG_DIR, M... | 11,702 | 43.162264 | 132 | py |
nni | nni-master/nni/tools/trial_tool/trial_runner.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import argparse
import json
import os
import random
import re
import sys
import time
import traceback
from datetime import datetime, timedelta
import pkg_resources
from .gpu import collect_gpu_usage
idle_timeout_seconds = 10 * 60
gpu_refressh_... | 10,431 | 39.909804 | 130 | py |
nni | nni-master/nni/tools/trial_tool/url_utils.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from .constants import API_ROOT_URL, BASE_URL, STDOUT_API, NNI_TRIAL_JOB_ID, NNI_EXP_ID, VERSION_API, PARAMETER_META_API
def gen_send_stdout_url(ip, port):
'''Generate send stdout url'''
return '{0}:{1}{2}{3}/{4}/{5}'.format(BASE_URL.fo... | 759 | 37 | 125 | py |
nni | nni-master/nni/tools/trial_tool/web_channel.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import asyncio
import os
import websockets
from .base_channel import BaseChannel
from .log_utils import LogType, nni_log
class WebChannel(BaseChannel):
def __init__(self, args):
self.node_id = args.node_id
self.args = args... | 1,905 | 31.862069 | 134 | py |
nni | nni-master/nni_assets/__init__.py | 0 | 0 | 0 | py | |
nni | nni-master/nni_assets/compression/__init__.py | 0 | 0 | 0 | py | |
nni | nni-master/nni_assets/compression/mnist_model.py | from pathlib import Path
# define the model
import torch
from torch import nn
from torch.nn import functional as F
class TorchModel(nn.Module):
def __init__(self):
super().__init__()
self.conv1 = nn.Conv2d(1, 6, 5, 1)
self.conv2 = nn.Conv2d(6, 16, 5, 1)
self.fc1 = nn.Linear(16 * 4 ... | 3,352 | 33.927083 | 123 | py |
nni | nni-master/nni_assets/hello_hpo/main.py | """
NNI hyperparameter optimization example.
Check the online tutorial for details:
https://nni.readthedocs.io/en/stable/tutorials/hpo_quickstart_pytorch/main.html
"""
from pathlib import Path
import signal
from nni.experiment import Experiment
# Define search space
search_space = {
'features': {'_type': 'choic... | 944 | 26.794118 | 79 | py |
nni | nni-master/nni_assets/hello_hpo/model.py | """
Run main.py to start.
This script is modified from PyTorch quickstart:
https://pytorch.org/tutorials/beginner/basics/quickstart_tutorial.html
"""
import nni
import torch
from torch import nn
from torch.utils.data import DataLoader
from torchvision import datasets
from torchvision.transforms import ToTensor
# Get... | 2,104 | 29.955882 | 99 | py |
nni | nni-master/pipelines/build-vm-image-linux.yml | # FIXME: This pipeline is broken due to resource group location limitation.
trigger: none
pr: none
variables:
resource_group: nni-image-builder
gallery_name: nniImageGalleryV2
network_security_group: nni-image-builder-nsg
managed_image_name: nni-linux-image
image_definition_name: nniLinuxImage
packer_conf... | 453 | 21.7 | 75 | yml |
nni | nni-master/pipelines/build-vm-image-windows.yml | # FIXME: This pipeline is broken due to resource group location limitation.
trigger: none
pr: none
variables:
resource_group: nni-image-builder
gallery_name: nniImageGalleryV2
network_security_group: nni-image-builder-nsg
managed_image_name: nni-windows-image
image_definition_name: nniWindowsImage
packer_... | 471 | 22.6 | 75 | yml |
nni | nni-master/pipelines/cache-dependencies.yml | trigger: none
pr: none
schedules:
- cron: "0 16 * * *"
branches:
include: [ master ]
always: true
jobs:
- job: ubuntu_latest
pool:
vmImage: ubuntu-latest
steps:
- template: templates/cache-dependencies-template.yml
parameters:
platform: ubuntu-latest
- job: ubuntu_legacy
pool:
vmImag... | 1,089 | 18.122807 | 55 | yml |
nni | nni-master/pipelines/fast-test.yml | trigger: none
schedules:
- cron: 0 16 * * *
branches:
include: [ master ]
always: true
variables:
filter.modified.globs: 'pipelines/fast-test.yml,!.github/**,!docs/**,!examples/**'
filter.prbody.heading: '#### Test Options'
filter.prbody.optionIndex: 0
stages:
- stage: lint
jobs:
- job: copyright
... | 7,328 | 27.08046 | 125 | yml |
nni | nni-master/pipelines/full-test-compression.yml | resources:
repositories:
- repository: mmdetRepo
type: github
endpoint: mmdetection
name: open-mmlab/mmdetection
trigger: none
schedules:
- cron: 0 18 * * *
branches:
include: [ master ]
always: true
variables:
filter.modified.globs: 'examples/model_compress/**,nni/algorithms/compression/**... | 1,523 | 23.190476 | 204 | yml |
nni | nni-master/pipelines/full-test-hpo.yml | trigger: none
schedules:
- cron: 0 18 * * *
branches:
include: [ master ]
always: true
variables:
filter.modified.globs: 'examples/tuners/**,nni/algorithms/hpo/**,pipelines/full-test-hpo.yml,'
filter.prbody.heading: '#### Test Options'
filter.prbody.optionIndex: 1
stages:
- stage: filter
jobs:
- jo... | 1,477 | 24.482759 | 118 | yml |
nni | nni-master/pipelines/full-test-nas.yml | trigger: none
schedules:
- cron: 0 18 * * *
branches:
include: [ master ]
always: true
variables:
filter.modified.globs: 'examples/nas/**,nni/algorithms/nas/**,nni/nas/**,nni/retiarii/**,pipelines/full-test-nas.yml,test/ut/nas/**,test/algo/nas/**'
filter.prbody.heading: '#### Test Options'
filter.prbody... | 1,914 | 22.072289 | 151 | yml |
nni | nni-master/pipelines/integration-test-aml.yml | trigger: none
pr: none
schedules:
- cron: 0 20 * * *
branches:
include: [ master ]
always: true
jobs:
- job: aml
pool:
vmImage: ubuntu-latest
timeoutInMinutes: 120
steps:
- template: templates/install-dependencies.yml
parameters:
platform: ubuntu-latest
- template: templates/install-d... | 1,479 | 26.407407 | 114 | yml |
nni | nni-master/pipelines/integration-test-frameworkcontroller.yml | trigger: none
pr: none
# Unstable. Disable trigger.
# schedules:
# - cron: 0 16 * * *
# branches:
# include: [ master ]
# variables set on VSO: (mostly for security concern)
# manager_ip
# docker_hub_password
jobs:
- job: frameworkcontroller
pool: NNI CI KUBE CLI
timeoutInMinutes: 120
steps:
- scri... | 2,405 | 33.371429 | 194 | yml |
nni | nni-master/pipelines/integration-test-hybrid.yml | trigger: none
pr: none
schedules:
- cron: 0 20 * * *
branches:
include: [ master ]
always: true
jobs:
- job: hybrid
pool: nni-it-1es-11
timeoutInMinutes: 90
steps:
# TODO: consider adding GPU tests here
- template: templates/install-dependencies.yml
parameters:
platform: ubuntu-latest
... | 2,405 | 30.246753 | 134 | yml |
nni | nni-master/pipelines/integration-test-kubeflow.yml | trigger: none
pr: none
# Unstable. Disable trigger.
# schedules:
# - cron: 0 16 * * *
# branches:
# include: [ master ]
# variables set on VSO: (mostly for security concern)
# manager_ip
# docker_hub_password
jobs:
- job: kubeflow
pool: NNI CI KUBE CLI
timeoutInMinutes: 120
steps:
- script: |
... | 2,845 | 33.707317 | 183 | yml |
nni | nni-master/pipelines/integration-test-local-linux.yml | trigger: none
pr: none
schedules:
- cron: 0 20 * * *
branches:
include: [ master ]
always: true
jobs:
- job: linux
pool: nni-it-1es-11
timeoutInMinutes: 60
steps:
- template: templates/check-gpu-status.yml
- template: templates/install-dependencies.yml
parameters:
platform: ubuntu-latest-... | 669 | 19.9375 | 116 | yml |
nni | nni-master/pipelines/integration-test-local-windows.yml | trigger: none
pr: none
schedules:
- cron: 0 20 * * *
branches:
include: [ master ]
always: true
jobs:
- job: windows
pool: nni-it-1es-windows
timeoutInMinutes: 120
steps:
- template: templates/check-gpu-status.yml
parameters:
platform: windows
- template: templates/install-dependencies.ym... | 1,142 | 21.411765 | 116 | yml |
nni | nni-master/pipelines/integration-test-openpai-linux.yml | trigger: none
pr: none
# Unstable. Disable trigger.
# schedules:
# - cron: 0 16 * * *
# branches:
# include: [ master ]
# variables set on VSO: (mostly for security concern)
# pai_user
# pai_token
# manager_ip
# docker_hub_password
jobs:
- job: pai
pool: NNI CI PAI LINUX CLI
timeoutInMinutes: 120
... | 3,085 | 32.182796 | 115 | yml |
nni | nni-master/pipelines/integration-test-remote-l2l.yml | trigger: none
pr: none
schedules:
- cron: 0 20 * * *
branches:
include: [ master ]
always: true
# variables set on VSO: (for security concern)
# manager_ip
# worker_ip
# password_in_docker
jobs:
- job: remote_linux2linux
pool: nni-it-1es-11
timeoutInMinutes: 120
steps:
# TODO: We don't currentl... | 3,383 | 32.176471 | 134 | yml |
nni | nni-master/pipelines/integration-test-remote-w2w.yml | trigger: none
pr: none
schedules:
- cron: 0 20 * * *
branches:
include: [ master ]
always: true
variables:
ssh_user: NNIUser
ssh_password: P@ssW0rD!
jobs:
- job: remote_windows2windows
pool: nni-it-1es-windows
timeoutInMinutes: 120
steps:
# FIXME: GPU is not supported yet.
- template: templates... | 1,350 | 24.018519 | 117 | yml |
nni | nni-master/pipelines/integration-test-trt.yml | trigger: none
pr: none
schedules:
- cron: 0 16 * * *
branches:
include: [ master ]
jobs:
- job: trt
pool: NNI CI TENSORRT
timeoutInMinutes: 120
steps:
- script: |
export NNI_RELEASE=999.$(date -u +%Y%m%d%H%M%S)
echo "##vso[task.setvariable variable=PATH]${PATH}:${HOME}/ENTER/bin"
echo ... | 1,000 | 25.342105 | 94 | yml |
nni | nni-master/pipelines/release.yml | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
trigger: none
pr: none
jobs:
- job: validate_version_number
pool:
vmImage: ubuntu-latest
steps:
- template: templates/config-version.yml
parameters:
platform: ubuntu-latest
- script: |
echo $(build_type)
echo ... | 4,400 | 29.992958 | 111 | yml |
nni | nni-master/pipelines/deprecated/integration-test-adl.yml | trigger: none
pr: none
schedules:
- cron: 0 16 * * *
branches:
include: [ master ]
jobs:
- job: adl
pool: NNI CI KUBE CLI
timeoutInMinutes: 120
steps:
- script: |
export NNI_RELEASE=999.$(date -u +%Y%m%d%H%M%S)
echo "##vso[task.setvariable variable=PATH]${PATH}:${HOME}/.local/bin"
echo... | 2,143 | 32.5 | 150 | yml |
nni | nni-master/pipelines/deprecated/integration-test-remote-l2w.yml | trigger: none
pr: none
schedules:
- cron: 0 16 * * *
branches:
include: [ master ]
variables:
worker: remote_nni-ci-gpu-04-w
# variables set on VSO: (for security concern)
# manager_ip
# worker_ip
# worker_port
# worker_password
jobs:
- job: remote_linux2windows
pool: NNI CI EAST US REMOTE CLI
ti... | 2,546 | 28.616279 | 118 | yml |
nni | nni-master/pipelines/deprecated/integration-test-remote-w2l.yml | trigger: none
pr: none
schedules:
- cron: 0 16 * * *
branches:
include: [ master ]
variables:
worker: remote-nni-ci-gpu-04
# variables set on VSO:
# manager_ip
# worker_ip
# password_in_docker
jobs:
- job: remote_windows2linux
pool: NNI CI WINDOWS REMOTE CLI
timeoutInMinutes: 120
steps:
- scri... | 2,184 | 28.527027 | 135 | yml |
nni | nni-master/pipelines/templates/build-vm-image-template.yml | # BEFORE READING:
#
# 1. We are now running agents on 1ES, all the notes about VMSS can be safely ignored.
# 2. Many actions can be done on both cloud shell and web portal. Choose whichever you prefer.
steps:
- script: |
curl -sL https://aka.ms/InstallAzureCLIDeb | sudo bash
displayName: Install azcli
# Update ... | 7,341 | 44.320988 | 208 | yml |
nni | nni-master/pipelines/templates/cache-dependencies-template.yml | parameters:
- name: platform
type: string
# variables set on VSO: (for security concern)
# sas_token
#
# its value should be:
# sp=racw&st=2022-04-01T00:00:00Z&se=......
#
# how to re-generate:
# 1. find the storage on azure portal: nni (resource group) -> nni (storage account) -> cache (container)
# 2. sett... | 4,087 | 36.851852 | 131 | yml |
nni | nni-master/pipelines/templates/check-gpu-status.yml | parameters:
- name: platform
type: string
default: linux
steps:
# Install GPU driver on Windows.
# Installer has already been downloaded and saved in the image.
- powershell: |
Start-Process -Verb RunAs -FilePath "$env:ProgramData\driver_installer.exe" -ArgumentList "/s /n" -Wait
displayName: (Windows) Inst... | 506 | 25.684211 | 107 | yml |
nni | nni-master/pipelines/templates/config-version.yml | parameters:
- name: platform
type: string
- name: python_env
type: string
default: default
values:
- default
- noop
- venv
steps:
# UsePythonVersion task only works when the specific Python version is already installed.
# The following is for linux.
# Reference: https://dev.to/akaszynski/create-an-azur... | 1,936 | 29.746032 | 104 | yml |
nni | nni-master/pipelines/templates/download-test-data.yml | # The test data should be uploaded to:
# https://nni.blob.core.windows.net/testdata/mnist.zip
# https://nni.blob.core.windows.net/testdata/cifar10.zip
# ...
#
# We can't upload the data regularly on pipelines,
# because it's not easy to setup auto-download for some datasets.
# See cache-dependencies-template.yml ... | 973 | 28.515152 | 93 | yml |
nni | nni-master/pipelines/templates/install-customized-tuner.yml | steps:
- ${{ if contains(variables['Agent.OS'], 'Windows') }}:
powershell: |
cd examples/tuners/customized_tuner
python setup.py develop --user
nnictl algo register --meta meta_file.yml
${{ else }}:
script: |
set -e
cd examples/tuners/customized_tuner
python setup.py devel... | 411 | 26.466667 | 55 | yml |
nni | nni-master/pipelines/templates/install-dependencies-aml.yml | steps:
# Need to have a service principal (SP) to login to Azure services (e.g., AzureML).
# Refer to external account section in OneNote for how to generate / renew the authorization.
# According to docs, the secrets need to be refreshed at least once per year.
# After the tokens are updated, pipeline secret varibles... | 862 | 40.095238 | 93 | yml |
nni | nni-master/pipelines/templates/install-dependencies.yml | parameters:
- name: platform
type: string
- name: python_env
type: string
default: default
values:
- default
- noop
- venv
# variables set on VSO:
# sas_cache
#
# its value should be:
# sp=racw&st=2022-04-01T00:00:00Z&se=......
#
# how to re-generate:
# 1. find the storage on azure portal: nni (res... | 3,419 | 33.545455 | 131 | yml |
nni | nni-master/pipelines/templates/install-nni.yml | parameters:
- name: user
type: boolean
default: true
- name: wheel
type: boolean
default: false
- name: extra_dep
type: string
default: ""
steps:
- ${{ if eq(parameters.wheel, true) }}:
script: |
echo "Install NNI (wheel)"
export NNI_RELEASE=999.$(date -u +%Y%m%d%H%M%S)
echo "##vso[t... | 858 | 25.84375 | 85 | yml |
nni | nni-master/pipelines/templates/save-crashed-info.yml | # Upload crashed experiments to artifact,
# so that further offline investigations are possible.
parameters:
- name: training_service
type: string
default: unknown
steps:
- script: |
set -e
export EXPERIMENT_DIR=$(readlink -f ~/nni-experiments/_latest)
echo "Latest experiment directory: ${EXPERIMENT_... | 3,015 | 40.315068 | 146 | yml |
nni | nni-master/pipelines/templates/stage-filter.yml | steps:
- task: NodeTool@0
inputs:
versionSpec: '16.x'
- script: |
npm install npm@latest -g
npx https://github.com/microsoft/azure-pipeline-filter.git
name: execution
displayName: NPM Install & Filter
| 220 | 19.090909 | 62 | yml |
nni | nni-master/test/algo/__init__.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
"""
Extra tests for "algorithms", complementary to UT.
If the test satisfies one of the following conditions, it should be put here:
1. The test could take a while to finish.
2. The test doesn't work on the free agent. It needs accelerators lik... | 748 | 36.45 | 109 | py |
nni | nni-master/test/algo/compression/__init__.py | 0 | 0 | 0 | py | |
nni | nni-master/test/algo/compression/test_fusion_compress.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import pytest
from nni.compression.distillation import (
DynamicLayerwiseDistiller,
Adaptive1dLayerwiseDistiller
)
from nni.compression.pruning import (
LevelPruner,
L1NormPruner,
L2NormPruner,
FPGMPruner,
SlimPruner,... | 1,881 | 29.354839 | 124 | py |
nni | nni-master/test/algo/compression/assets/__init__.py | from .common import create_model
| 33 | 16 | 32 | py |
nni | nni-master/test/algo/compression/assets/common.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from pathlib import Path
import torch
from .device import device
from .simple_mnist import SimpleLightningModel, SimpleTorchModel
log_dir = Path(__file__).parent.parent / 'logs'
def create_model(model_type: str):
pruning_torch_config_li... | 2,565 | 47.415094 | 224 | py |
nni | nni-master/test/algo/compression/assets/device.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import torch
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
| 158 | 21.714286 | 69 | py |
nni | nni-master/test/algo/compression/assets/simple_mnist/__init__.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from .simple_lightning_model import SimpleLightningModel, MNISTDataModule
from .simple_torch_model import SimpleTorchModel, training_model, evaluating_model, finetuning_model, training_step
from .simple_evaluator import create_lighting_evaluator,... | 346 | 48.571429 | 115 | py |
nni | nni-master/test/algo/compression/assets/simple_mnist/simple_evaluator.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from __future__ import annotations
from pathlib import Path
import torch
from torch.optim.lr_scheduler import ExponentialLR
import pytorch_lightning as pl
from pytorch_lightning.loggers import TensorBoardLogger
import nni
from nni.compression... | 1,506 | 34.880952 | 117 | py |
nni | nni-master/test/algo/compression/assets/simple_mnist/simple_lightning_model.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from __future__ import annotations
import pytorch_lightning as pl
import torch
import torch.nn.functional as F
from torch.optim.lr_scheduler import ExponentialLR
from torch.utils.data import random_split, DataLoader
from torchmetrics.functional... | 3,358 | 30.688679 | 112 | py |
nni | nni-master/test/algo/compression/assets/simple_mnist/simple_torch_model.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from __future__ import annotations
from typing import Callable, Tuple
import torch
from torch.nn import Module
import torch.nn.functional as F
from torch.optim import Optimizer
from torch.utils.data import DataLoader
from torchvision.datasets i... | 3,368 | 33.377551 | 111 | py |
nni | nni-master/test/algo/compression/base/__init__.py | 0 | 0 | 0 | py | |
nni | nni-master/test/algo/compression/base/test_compressor.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from __future__ import annotations
import pytest
from collections import defaultdict
import torch
from nni.compression.base.compressor import Pruner, Quantizer
from ..assets.simple_mnist import SimpleTorchModel
def test_compressor():
#... | 1,276 | 29.404762 | 75 | py |
nni | nni-master/test/algo/compression/base/test_fused_wrapper.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from __future__ import annotations
import pytest
import sys
from copy import deepcopy
import torch
import torch.nn.functional as F
from nni.compression.base.wrapper import IdentityModuleWrapper, register_wrappers
from ..assets.simple_mnist imp... | 1,653 | 30.807692 | 102 | py |
nni | nni-master/test/algo/compression/base/test_setting.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from __future__ import annotations
import pytest
import torch
from nni.compression.base.setting import canonicalize_settings
@pytest.mark.parametrize("module_cls_or_name", ['instance', 'cls', 'name'])
def test_setting(module_cls_or_name: str... | 1,868 | 29.145161 | 112 | py |
nni | nni-master/test/algo/compression/base/test_wrapper.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from __future__ import annotations
import pytest
import torch
from torch.nn.functional import conv2d
from nni.compression.base.wrapper import ModuleWrapper, register_wrappers
from ..assets.simple_mnist import SimpleTorchModel
def test_wrapp... | 6,724 | 36.569832 | 116 | py |
nni | nni-master/test/algo/compression/distillation/__init__.py | 0 | 0 | 0 | py | |
nni | nni-master/test/algo/compression/distillation/test_distil_label_patcher.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from __future__ import annotations
import hashlib
import pytest
import torch
from torch.utils.data import Dataset, DataLoader
from nni.contrib.distillation.label_patcher import DistilLabelPatcher
from nni.contrib.distillation.uid_dataset impor... | 3,443 | 34.875 | 129 | py |
nni | nni-master/test/algo/compression/distillation/test_distiller.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import pytest
import torch
from nni.compression.distillation import (
Adaptive1dLayerwiseDistiller,
DynamicLayerwiseDistiller
)
from ..assets.device import device
from ..assets.simple_mnist import (
create_lighting_evaluator,
c... | 1,647 | 34.826087 | 125 | py |
nni | nni-master/test/algo/compression/pruning/__init__.py | 0 | 0 | 0 | py | |
nni | nni-master/test/algo/compression/pruning/test_auto_conv.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import unittest
import torch
import torch.nn.functional as F
from nni.compression.pruning import L1NormPruner
from nni.compression.speedup import ModelSpeedup
from nni.compression.utils import (
compute_sparsity_compact2origin,
compute_... | 5,959 | 29.10101 | 108 | py |
nni | nni-master/test/algo/compression/pruning/test_channel_dependency.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import pytest
import torch
from nni.common.concrete_trace_utils import concrete_trace
from nni.compression.speedup.dependency import build_channel_dependency
# should have dependency between conv1 and conv2 and conv3 and conv4
class PatternA(t... | 2,081 | 32.580645 | 118 | py |
nni | nni-master/test/algo/compression/pruning/test_concrete_trace_dce.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import pytest
import torch
import torchvision.models as models
from nni.common.concrete_trace_utils import concrete_trace
model_list = [
models.alexnet,
models.convnext_base,
models.densenet121,
models.efficientnet_b0,
mode... | 2,134 | 30.397059 | 83 | py |
nni | nni-master/test/algo/compression/pruning/test_concrete_trace_mix_trace.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import pytest
import torch
import torchvision.models as models
from nni.common.concrete_trace_utils import concrete_trace
model_list = [
models.alexnet,
models.convnext_base,
models.densenet121,
models.efficientnet_b0,
mode... | 1,554 | 26.767857 | 73 | py |
nni | nni-master/test/algo/compression/pruning/test_concrete_trace_mmdetection.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import pytest
import os
import torch
import mmcv.cnn as mmcv_cnn
import mmdet.models as mmdet_models
from mmdet.apis import init_detector
from mmdet.testing import demo_mm_inputs, get_detector_cfg
from mmengine import Config
from nni.common.conc... | 11,975 | 42.868132 | 147 | py |
nni | nni-master/test/algo/compression/pruning/test_concrete_trace_super.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import unittest
import torch
import torch.nn.functional as F
from nni.common.concrete_trace_utils import concrete_trace
class Foo(torch.nn.Module):
def __init__(self):
super().__init__()
def forward(self, x: torch.Tensor) -> t... | 1,309 | 22.392857 | 64 | py |
nni | nni-master/test/algo/compression/pruning/test_pruner.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import pytest
from typing import Dict, Type
import torch
from nni.compression.pruning import (
LevelPruner,
L1NormPruner,
L2NormPruner,
FPGMPruner,
SlimPruner,
TaylorPruner,
MovementPruner,
LinearPruner,
AGP... | 6,724 | 41.295597 | 152 | py |
nni | nni-master/test/algo/compression/pruning/test_speedup_init_mask.py | # Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
import unittest
import functools
import torch
import torch.nn.functional as F
from nni.common.concrete_trace_utils import concrete_trace
from nni.compression.pruning import L1NormPruner
from nni.compression.speedup import ModelSpeedup
from nni.... | 4,207 | 31.122137 | 111 | py |