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      "text": "($ in thousands)\nQ2-21\nQ3-21\nQ4-21\nQ1-22\nQ2-22\nReconciliation of operating expenses (cont.):\nGAAP general and administrative\n11,648\n14,698\n16,881\n18,870\n22,466\nLess: Share-based compensation\n5,121\n5,587\n5,788\n6,459\n7,833\nNon-GAAP general and administrative\n6,527\n9,111\n11,093\n12,411\n14,633\nReconciliation of operating loss and margin:\nGAAP operating loss\n(27,469)\n(29,211)\n(31,598)\n(67,496)\n(46,180)\nAdd: Share-based compensation\n17,558\n19,762\n21,669\n23,666\n30,822\nNon-GAAP operating loss\n(9,911)\n(9,449)\n(9,929)\n(43,830)\n(15,358)\nGAAP operating margin\n(39%)\n(35%)\n(33%)\n(62%)\n(37%)\nNon-GAAP adjustments\n25%\n24%\n23%\n22%\n25%\nNon-GAAP operating margin\n(14%)\n(11%)\n(10%)\n(40%)\n(12%)",
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