{
  "schemaVersion": 1,
  "lessonId": "operations-01",
  "contentHash": "92e64dddbfd55d0bb45eb5e333d18b463aba0cb4772ce7eebfae42bddb28c297",
  "executedAt": "2026-10-20T10:51:15.896016+00:00",
  "environment": {
    "backend": "cpu",
    "deviceCount": 1,
    "python": "3.14.3",
    "jax": "0.9.2",
    "numpy": "2.4.4",
    "matplotlib": "3.10.8"
  },
  "stdout": "statuses: completed failed timed_out\nactual exit codes: 0 23 -15\nstatuses: completed failed timed_out\nactual exit codes: 0 23 -15\ntimed-out worker events: ['started', 'ready', 'stall_injected']\nPASS: operations-01\n",
  "notebookCells": [
    {
      "sourceHash": "82dbdc57f40296c9c99a753a1715d43174177c96321b61aa76ce87bfcfdd73b1",
      "outputs": []
    },
    {
      "sourceHash": "6eb86abf8bb037a0c00eff6d8d53d5b1f2a2612d3034be238dc49292abd4f84c",
      "outputs": []
    },
    {
      "sourceHash": "3176d262fea05d86de310418a84395d675119528144fc75775df912272344051",
      "outputs": []
    },
    {
      "sourceHash": "76498db51aee43b2f285c5f45587dfd3e067d6347562a96cf571af2a5a40078e",
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "statuses: completed failed timed_out\n",
            "actual exit codes: 0 23 -15\n"
          ]
        }
      ]
    },
    {
      "sourceHash": "6980d6f03ad7b48f7f1a647cc8a9172b4e4a8e66dc1223d7dceb18dcfacaeeeb",
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "statuses: completed failed timed_out\n",
            "actual exit codes: 0 23 -15\n"
          ]
        }
      ]
    },
    {
      "sourceHash": "c68fcd2a0d980eed885797fff69ee5916808625281def415aa9b197db5733510",
      "outputs": []
    },
    {
      "sourceHash": "25df6d662f9d3f0c4e984c6a201f79fa0cfd7a2633dc4b0773dfba6c2dd4ee6c",
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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            "text/plain": [
              "Executed Matplotlib figure"
            ]
          }
        }
      ]
    },
    {
      "sourceHash": "1a1d5fd6ef05ac26e85f1be7f1d360f33b49d89b2f3a294590b1116d1d4b4474",
      "outputs": []
    },
    {
      "sourceHash": "37031d00fa040926fd3ad0e4f87c8d192d8ca4ef2a343921007d494cb90c3884",
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "timed-out worker events: ['started', 'ready', 'stall_injected']\n"
          ]
        }
      ]
    },
    {
      "sourceHash": "b4d76aa68d82ce210d47a886837ed7f5d2a1366d098fdb1efe7782012e842392",
      "outputs": []
    },
    {
      "sourceHash": "9dfa28f1132c5d18a2f29de7cd8deeca9ff5880d305a41f8b08e0d8c1973a5b6",
      "outputs": []
    },
    {
      "sourceHash": "52449cb43d6ad5dab743a7ba8e3a6c12e7294ba24f792adedebf5620c9ef0cd0",
      "outputs": []
    },
    {
      "sourceHash": "be0609cf5d1fa5b2450defe1c6bebf029cbd434b68b5d05462ae00f61df1a76e",
      "outputs": []
    },
    {
      "sourceHash": "fd08da08f006f720d3e5379af6c572af0b178bea1a514f5e03239661be510aa0",
      "outputs": []
    },
    {
      "sourceHash": "b4e4aea9a8dc3ba9f9e8c4f8c5e92c433f35ddaf5b34acc1e3c8420cf6332cf5",
      "outputs": []
    }
  ],
  "scope": "Recorded instructor reference run; all script assertions and notebook code cells passed. No accelerator performance claim."
}
