vtp2obj.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "XMLPolyDataReader('loss-landscape/cifar10/models/resnet56_sgd_lr=0.1_bs=128_wd=0.0005/model_300.t7_weights_xignore=biasbn_xnorm=filter_yignore=biasbn_ynorm=filter.h5_[-1.0,1.0,51]x[-1.0,1.0,51].h5_train_loss_log.vtp')"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pyvista as pv\n",
    "# reader = pv.get_reader('cifar10/models/resnet56_sgd_lr=0.1_bs=128_wd=0.0005/model_300.t7_weights_xignore=biasbn_xnorm=filter_yignore=biasbn_ynorm=filter.h5_[-1.0,1.0,51]x[-1.0,1.0,51].h5_train_loss.vtp')\n",
    "reader = pv.get_reader('loss-landscape/cifar10/models/resnet56_sgd_lr=0.1_bs=128_wd=0.0005/model_300.t7_weights_xignore=biasbn_xnorm=filter_yignore=biasbn_ynorm=filter.h5_[-1.0,1.0,51]x[-1.0,1.0,51].h5_train_loss_log.vtp')\n",
    "reader"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "mesh = reader.read()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/famousamoscookie/loss-landscapes-lens/.venv/lib/python3.10/site-packages/pyvista/jupyter/notebook.py:37: UserWarning: Failed to use notebook backend: \n",
      "\n",
      "No module named 'trame'\n",
      "\n",
      "Falling back to a static output.\n",
      "  warnings.warn(\n"
     ]
    },
    {
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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1024x768>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pl = pv.Plotter()\n",
    "pl.add_mesh(mesh, scalars=\"zvalue\", cmap=\"viridis\")\n",
    "pl.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "pyvista_ndarray([2.8555562, 2.693323 , 2.5711613, ..., 2.232064 ,\n",
       "                 2.379725 , 2.5482607], dtype=float32)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mesh.point_data[\"zvalue\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "pl.export_obj('resnet56.obj')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.14"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}