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Update week14.ipynb
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doc/pub/week14/ipynb/week14.ipynb

Lines changed: 8 additions & 2 deletions
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 7,
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"id": "87664cf5",
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"metadata": {},
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"outputs": [
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"(finite-difference gradients through NumPy circuit + Adam)\n",
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"Note: FD gradient cost ≈ 2 × n_params × batch forward passes per step.\n",
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"Expected wall time on CPU: ~5–20 min for 500 epochs.\n",
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" [QNN] ep 1/500 train=19.02416 val=15.11954 lr=1.00e-02\n"
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" [QNN] ep 1/500 train=19.02416 val=15.11954 lr=1.00e-02\n",
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" [QNN] ep 100/500 train=1.12937 val=0.64656 lr=9.05e-03\n",
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" [QNN] ep 200/500 train=0.25513 val=0.13218 lr=6.55e-03\n",
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" [QNN] ep 300/500 train=0.14770 val=0.09296 lr=3.45e-03\n",
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" [QNN] ep 400/500 train=0.12298 val=0.08080 lr=9.55e-04\n",
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" [QNN] ep 500/500 train=0.12037 val=0.07963 lr=0.00e+00\n",
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" Wall time: 1824.0s\n"
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]
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}
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],

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