From 3bf4518a0cdd83903d8ad1610b5e6334520b7302 Mon Sep 17 00:00:00 2001
From: Ekaterina Aidova <ekaterina.aidova@intel.com>
Date: Fri, 26 Jul 2024 14:57:35 +0400
Subject: [PATCH] triposr correct torchvision version (#2238)

---
 .../triposr-3d-reconstruction.ipynb           | 65 +++++++++++++------
 1 file changed, 45 insertions(+), 20 deletions(-)

diff --git a/notebooks/triposr-3d-reconstruction/triposr-3d-reconstruction.ipynb b/notebooks/triposr-3d-reconstruction/triposr-3d-reconstruction.ipynb
index 12bdfe88110..a1548692cfd 100644
--- a/notebooks/triposr-3d-reconstruction/triposr-3d-reconstruction.ipynb
+++ b/notebooks/triposr-3d-reconstruction/triposr-3d-reconstruction.ipynb
@@ -53,13 +53,13 @@
    },
    "outputs": [],
    "source": [
-    "%pip install -q \"gradio>=4.19\" \"torch==2.2.2\" rembg trimesh einops \"omegaconf>=2.3.0\" \"transformers>=4.35.0\" \"openvino>=2024.0.0\" --extra-index-url https://download.pytorch.org/whl/cpu\n",
-    "%pip install -q \"git+https://github.com/tatsy/torchmcubes.git\""
+    "%pip install -q \"gradio>=4.19\" \"torch==2.2.2\" \"torchvision<0.18.0\" rembg trimesh einops \"omegaconf>=2.3.0\" \"transformers>=4.35.0\" \"openvino>=2024.0.0\" --extra-index-url https://download.pytorch.org/whl/cpu\n",
+    "%pip install -q \"git+https://github.com/tatsy/torchmcubes.git\" --extra-index-url https://download.pytorch.org/whl/cpu"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "id": "b78424b7-80e4-4470-9427-7286b9837566",
    "metadata": {},
    "outputs": [],
@@ -101,7 +101,7 @@
     "    weight_name=\"model.ckpt\",\n",
     ")\n",
     "model.renderer.set_chunk_size(131072)\n",
-    "model.to(\"cpu\")"
+    "model.to(\"cpu\");"
    ]
   },
   {
@@ -123,7 +123,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "id": "d37dbcee-8c40-4cf6-a1ed-5b4c2358f4d3",
    "metadata": {},
    "outputs": [],
@@ -157,10 +157,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "id": "d9456c3c-64dd-4109-968c-8f51d42b9876",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/ea/miniconda3/lib/python3.11/site-packages/transformers/models/vit/modeling_vit.py:163: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!\n",
+      "  if num_channels != self.num_channels:\n"
+     ]
+    }
+   ],
    "source": [
     "VIT_PATCH_EMBEDDINGS_OV_PATH = Path(\"models/vit_patch_embeddings_ir.xml\")\n",
     "\n",
@@ -188,7 +197,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "id": "f31d0b34-9690-454c-b497-f2330d18bac4",
    "metadata": {},
    "outputs": [],
@@ -229,7 +238,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "id": "07815ea4-f851-4c13-99b9-1b905ef998cf",
    "metadata": {},
    "outputs": [],
@@ -244,7 +253,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "id": "465dc1db-5ce1-428f-bc90-740aa6d0dca5",
    "metadata": {},
    "outputs": [],
@@ -255,7 +264,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "id": "4b7cdbc5-ed39-49b4-922d-95603478209f",
    "metadata": {},
    "outputs": [],
@@ -271,7 +280,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 10,
    "id": "b209191b-5566-48ad-adb4-0ceee5d4e469",
    "metadata": {},
    "outputs": [],
@@ -303,10 +312,26 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "id": "9324143f-02b5-4238-a173-4a649d9ab1d5",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "7986388de70945238d4407af5c60c348",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Dropdown(description='Device:', index=1, options=('CPU', 'AUTO'), value='AUTO')"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "import ipywidgets as widgets\n",
     "\n",
@@ -324,7 +349,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "id": "379a2cb2-6086-47d9-ae83-be7f74a5c14f",
    "metadata": {},
    "outputs": [],
@@ -348,7 +373,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "id": "7f97d859-4e2d-4277-8816-7ca8d6c76778",
    "metadata": {},
    "outputs": [],
@@ -454,7 +479,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 14,
    "id": "04ada5f4-6a4a-418d-8227-379b76e3faf1",
    "metadata": {},
    "outputs": [],
@@ -525,7 +550,7 @@
     "\n",
     "\n",
     "def generate(image):\n",
-    "    scene_codes = model(image, \"cpu\")  # the device is provided for the image processor\n",
+    "    scene_codes = model(image, \"cpu\")  # the device is provided for the image processorit is\n",
     "    mesh = model.extract_mesh(scene_codes)[0]\n",
     "    mesh = to_gradio_3d_orientation(mesh)\n",
     "    mesh_path = tempfile.NamedTemporaryFile(suffix=\".obj\", delete=False)\n",
@@ -593,7 +618,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -607,7 +632,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.10"
+   "version": "3.11.4"
   },
   "openvino_notebooks": {
    "imageUrl": "https://github.com/VAST-AI-Research/TripoSR/blob/main/figures/teaser800.gif?raw=true",