From 66b7b5fee5b6f71f75f95f091c9a5897b75a4a5b Mon Sep 17 00:00:00 2001 From: Vivek Gopalakrishnan Date: Sun, 27 Oct 2024 17:33:04 -0400 Subject: [PATCH] Add support for custom reduce functions (#338) * Add support for custom reducefn * Add tutorial of custom reducefn * Fix rendering in README --- diffdrr/renderers.py | 5 +++ notebooks/api/01_renderers.ipynb | 5 +++ notebooks/index.ipynb | 2 +- notebooks/tutorials/introduction.ipynb | 44 ++++++++++++++++++++++++++ 4 files changed, 55 insertions(+), 1 deletion(-) diff --git a/diffdrr/renderers.py b/diffdrr/renderers.py index a6580c69f..abfc1fe0e 100644 --- a/diffdrr/renderers.py +++ b/diffdrr/renderers.py @@ -165,11 +165,16 @@ def _get_voxel(volume, xyzs, img, mode, align_corners): return img # %% ../notebooks/api/01_renderers.ipynb 9 +from typing import Callable + + def reduce(img, reducefn): if reducefn == "sum": return img.sum(dim=-1) elif reducefn == "max": return img.max(dim=-1).values + elif isinstance(reducefn, Callable): + return reducefn(img) else: raise ValueError(f"Only supports reducefn 'sum' or 'max', not {reducefn}") diff --git a/notebooks/api/01_renderers.ipynb b/notebooks/api/01_renderers.ipynb index 6f74b5bac..f909c2263 100644 --- a/notebooks/api/01_renderers.ipynb +++ b/notebooks/api/01_renderers.ipynb @@ -279,11 +279,16 @@ "outputs": [], "source": [ "#| exporti\n", + "from typing import Callable\n", + "\n", + "\n", "def reduce(img, reducefn):\n", " if reducefn == \"sum\":\n", " return img.sum(dim=-1)\n", " elif reducefn == \"max\":\n", " return img.max(dim=-1).values\n", + " elif isinstance(reducefn, Callable):\n", + " return reducefn(img)\n", " else:\n", " raise ValueError(f\"Only supports reducefn 'sum' or 'max', not {reducefn}\")" ] diff --git a/notebooks/index.ipynb b/notebooks/index.ipynb index 473be6b7c..10201ff33 100644 --- a/notebooks/index.ipynb +++ b/notebooks/index.ipynb @@ -69,7 +69,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] diff --git a/notebooks/tutorials/introduction.ipynb b/notebooks/tutorials/introduction.ipynb index 8b897545d..21d0394a4 100644 --- a/notebooks/tutorials/introduction.ipynb +++ b/notebooks/tutorials/introduction.ipynb @@ -498,6 +498,50 @@ "plt.show()" ] }, + { + "cell_type": "markdown", + "id": "2b90e486-9f8c-43b2-b347-e83c4a4c9456", + "metadata": {}, + "source": [ + "Alternatively, you can implement a custom `reducefn`! Note that the internal `img` tensor stores per-ray samples in the last dimension, so reduce functions should operate on the last dimension." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ee2728f1-4a12-4578-b83e-e6fb5d1772bc", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#| cuda\n", + "def reducefn(img):\n", + " return img.sort(descending=True).values[..., :50].sum(dim=-1)\n", + "\n", + "\n", + "subject = load_example_ct()\n", + "drr = DRR(\n", + " subject,\n", + " sdd=1020,\n", + " height=200,\n", + " delx=2.0,\n", + " reducefn=reducefn,\n", + ").to(device)\n", + "img = drr(pose)\n", + "plot_drr(img, ticks=False)\n", + "plt.show()" + ] + }, { "cell_type": "markdown", "id": "22108226-4b61-4327-bd3e-9cacf34ae569",