nni 環境搭建

1. 創建虛擬環境

conda create -n nni python=3.7
conda activate nni

2. 安裝nni

pip install nni==1.9 tensorflow==1.15.4  # 需要手動安裝tf 1.x
git clone -b v1.9 https://gitee.com/oaksharks/nni.git  # 需要源碼運行樣例

3. 遇到的問題

啟動任務時候遇到報錯：

internal/modules/cjs/loader.js:883
  throw err;
  ^

Error: Cannot find module '/home/oaksharks/miniconda3/envs/nni/nni/node_modules/sqlite3/lib/binding/node-v83-linux-x64/node_sqlite3.node'
Require stack:
- /home/oaksharks/miniconda3/envs/nni/nni/node_modules/sqlite3/lib/sqlite3-binding.js
- /home/oaksharks/miniconda3/envs/nni/nni/node_modules/sqlite3/lib/sqlite3.js
- /home/oaksharks/miniconda3/envs/nni/nni/core/sqlDatabase.js
- /home/oaksharks/miniconda3/envs/nni/nni/main.js
    at Function.Module._resolveFilename (internal/modules/cjs/loader.js:880:15)
    at Function.Module._load (internal/modules/cjs/loader.js:725:27)
    at Module.require (internal/modules/cjs/loader.js:952:19)
    at require (internal/modules/cjs/helpers.js:88:18)
    at Object.<anonymous> (/home/oaksharks/miniconda3/envs/nni/nni/node_modules/sqlite3/lib/sqlite3-binding.js:4:15)
    at Module._compile (internal/modules/cjs/loader.js:1063:30)
    at Object.Module._extensions..js (internal/modules/cjs/loader.js:1092:10)
    at Module.load (internal/modules/cjs/loader.js:928:32)
    at Function.Module._load (internal/modules/cjs/loader.js:769:14)
    at Module.require (internal/modules/cjs/loader.js:952:19) {
  code: 'MODULE_NOT_FOUND',
  requireStack: [
    '/home/oaksharks/miniconda3/envs/nni/nni/node_modules/sqlite3/lib/sqlite3-binding.js',
    '/home/oaksharks/miniconda3/envs/nni/nni/node_modules/sqlite3/lib/sqlite3.js',
    '/home/oaksharks/miniconda3/envs/nni/nni/core/sqlDatabase.js',
    '/home/oaksharks/miniconda3/envs/nni/nni/main.js'
  ]
}

解決辦法：

$ cd /home/oaksharks/miniconda3/envs/nni/nni/node_modules
yarn install

4. 啟動實驗

nnictl create --port 8480 --config nni/examples/trials/mnist-tfv1/config.yml
# nnictl experiment show # 查看執行中的任務
# nnictl stop # 關閉運行中的任務