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update notebooks for s3 wheels

Browse Source 
Summary: Prepare the tutorial notebooks to use wheels from S3 when run on colab.

Reviewed By: nikhilaravi

Differential Revision: D26226932

fbshipit-source-id: 1f9366c3fb4ba195333a5d5dfa3f6876ea934508
This commit is contained in:
Jeremy Reizenstein 2021-02-05 05:50:46 -08:00 committed by Facebook GitHub Bot
parent e0753f0b0d
commit db6fbfad90
11 changed files with 187 additions and 108 deletions
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5
docs/tutorials/README.md
View File

@ -6,9 +6,8 @@ https://github.com/facebookresearch/pytorch3d/tree/stable/docs/tutorials .
There are links at the project homepage for opening these directly in colab.
They install torch, torchvision and PyTorch3D from pip, which should work
with the CUDA 10.1 inside a GPU colab notebook. If you need to install
PyTorch3D from source inside colab, you can use
They install PyTorch3D from pip, which should work inside a GPU colab notebook.
If you need to install PyTorch3D from source inside colab, you can use
```
import os
!curl -LO https://github.com/NVIDIA/cub/archive/1.10.0.tar.gz

28
docs/tutorials/bundle_adjustment.ipynb
View File

@ -63,7 +63,7 @@
"id": "WAHR1LMJmP-h"
},
"source": [
"If `torch`, `torchvision` and `pytorch3d` are not installed, run the following cell:"
"Ensure `torch` and `torchvision` are installed. If `pytorch3d` is not installed, install it using the following cell:"
]
},
{
@ -80,19 +80,25 @@
},
"outputs": [],
"source": [
"!pip install torch torchvision\n",
"import os\n",
"import sys\n",
"import torch\n",
"if torch.__version__=='1.6.0+cu101' and sys.platform.startswith('linux'):\n",
" !pip install pytorch3d\n",
"else:\n",
" need_pytorch3d=False\n",
" try:\n",
" import pytorch3d\n",
" except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
" if need_pytorch3d:\n",
"need_pytorch3d=False\n",
"try:\n",
" import pytorch3d\n",
"except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
"if need_pytorch3d:\n",
" if torch.__version__.startswith(\"1.7\") and sys.platform.startswith(\"linux\"):\n",
" # We try to install PyTorch3D via a released wheel.\n",
" version_str=\"\".join([\n",
" f\"py3{sys.version_info.minor}_cu\",\n",
" torch.version.cuda.replace(\".\",\"\"),\n",
" f\"_pyt{torch.__version__[0:5:2]}\"\n",
" ])\n",
" !pip install pytorch3d -f https://dl.fbaipublicfiles.com/pytorch3d/packaging/wheels/{version_str}/download.html\n",
" else:\n",
" # We try to install PyTorch3D from source.\n",
" !curl -LO https://github.com/NVIDIA/cub/archive/1.10.0.tar.gz\n",
" !tar xzf 1.10.0.tar.gz\n",
" os.environ[\"CUB_HOME\"] = os.getcwd() + \"/cub-1.10.0\"\n",

28
docs/tutorials/camera_position_optimization_with_differentiable_rendering.ipynb
View File

@ -50,7 +50,7 @@
"id": "qkX7DiM6rmeM"
},
"source": [
"If `torch`, `torchvision` and `pytorch3d` are not installed, run the following cell:"
"Ensure `torch` and `torchvision` are installed. If `pytorch3d` is not installed, install it using the following cell:"
]
},
{
@ -67,19 +67,25 @@
},
"outputs": [],
"source": [
"!pip install torch torchvision\n",
"import os\n",
"import sys\n",
"import torch\n",
"if torch.__version__=='1.6.0+cu101' and sys.platform.startswith('linux'):\n",
" !pip install pytorch3d\n",
"else:\n",
" need_pytorch3d=False\n",
" try:\n",
" import pytorch3d\n",
" except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
" if need_pytorch3d:\n",
"need_pytorch3d=False\n",
"try:\n",
" import pytorch3d\n",
"except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
"if need_pytorch3d:\n",
" if torch.__version__.startswith(\"1.7\") and sys.platform.startswith(\"linux\"):\n",
" # We try to install PyTorch3D via a released wheel.\n",
" version_str=\"\".join([\n",
" f\"py3{sys.version_info.minor}_cu\",\n",
" torch.version.cuda.replace(\".\",\"\"),\n",
" f\"_pyt{torch.__version__[0:5:2]}\"\n",
" ])\n",
" !pip install pytorch3d -f https://dl.fbaipublicfiles.com/pytorch3d/packaging/wheels/{version_str}/download.html\n",
" else:\n",
" # We try to install PyTorch3D from source.\n",
" !curl -LO https://github.com/NVIDIA/cub/archive/1.10.0.tar.gz\n",
" !tar xzf 1.10.0.tar.gz\n",
" os.environ[\"CUB_HOME\"] = os.getcwd() + \"/cub-1.10.0\"\n",

28
docs/tutorials/dataloaders_ShapeNetCore_R2N2.ipynb
View File

@ -33,7 +33,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"If `torch`, `torchvision` and `pytorch3d` are not installed, run the following cell:"
"Ensure `torch` and `torchvision` are installed. If `pytorch3d` is not installed, install it using the following cell:"
]
},
{
@ -42,19 +42,25 @@
"metadata": {},
"outputs": [],
"source": [
"!pip install torch torchvision\n",
"import os\n",
"import sys\n",
"import torch\n",
"if torch.__version__=='1.6.0+cu101' and sys.platform.startswith('linux'):\n",
" !pip install pytorch3d\n",
"else:\n",
" need_pytorch3d=False\n",
" try:\n",
" import pytorch3d\n",
" except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
" if need_pytorch3d:\n",
"need_pytorch3d=False\n",
"try:\n",
" import pytorch3d\n",
"except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
"if need_pytorch3d:\n",
" if torch.__version__.startswith(\"1.7\") and sys.platform.startswith(\"linux\"):\n",
" # We try to install PyTorch3D via a released wheel.\n",
" version_str=\"\".join([\n",
" f\"py3{sys.version_info.minor}_cu\",\n",
" torch.version.cuda.replace(\".\",\"\"),\n",
" f\"_pyt{torch.__version__[0:5:2]}\"\n",
" ])\n",
" !pip install pytorch3d -f https://dl.fbaipublicfiles.com/pytorch3d/packaging/wheels/{version_str}/download.html\n",
" else:\n",
" # We try to install PyTorch3D from source.\n",
" !curl -LO https://github.com/NVIDIA/cub/archive/1.10.0.tar.gz\n",
" !tar xzf 1.10.0.tar.gz\n",
" os.environ[\"CUB_HOME\"] = os.getcwd() + \"/cub-1.10.0\"\n",

28
docs/tutorials/deform_source_mesh_to_target_mesh.ipynb
View File

@ -68,7 +68,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"If `torch`, `torchvision` and `pytorch3d` are not installed, run the following cell:"
"Ensure `torch` and `torchvision` are installed. If `pytorch3d` is not installed, install it using the following cell:"
]
},
{
@ -81,19 +81,25 @@
},
"outputs": [],
"source": [
"!pip install torch torchvision\n",
"import os\n",
"import sys\n",
"import torch\n",
"if torch.__version__=='1.6.0+cu101' and sys.platform.startswith('linux'):\n",
" !pip install pytorch3d\n",
"else:\n",
" need_pytorch3d=False\n",
" try:\n",
" import pytorch3d\n",
" except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
" if need_pytorch3d:\n",
"need_pytorch3d=False\n",
"try:\n",
" import pytorch3d\n",
"except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
"if need_pytorch3d:\n",
" if torch.__version__.startswith(\"1.7\") and sys.platform.startswith(\"linux\"):\n",
" # We try to install PyTorch3D via a released wheel.\n",
" version_str=\"\".join([\n",
" f\"py3{sys.version_info.minor}_cu\",\n",
" torch.version.cuda.replace(\".\",\"\"),\n",
" f\"_pyt{torch.__version__[0:5:2]}\"\n",
" ])\n",
" !pip install pytorch3d -f https://dl.fbaipublicfiles.com/pytorch3d/packaging/wheels/{version_str}/download.html\n",
" else:\n",
" # We try to install PyTorch3D from source.\n",
" !curl -LO https://github.com/NVIDIA/cub/archive/1.10.0.tar.gz\n",
" !tar xzf 1.10.0.tar.gz\n",
" os.environ[\"CUB_HOME\"] = os.getcwd() + \"/cub-1.10.0\"\n",

32
docs/tutorials/fit_simple_neural_radiance_field.ipynb
View File

@ -38,7 +38,7 @@
"metadata": {},
"source": [
"## 0. Install and Import modules\n",
"If `torch` and `pytorch3d` are not installed, run the following cell:"
"Ensure `torch` and `torchvision` are installed. If `pytorch3d` is not installed, install it using the following cell:"
]
},
{
@ -47,13 +47,29 @@
"metadata": {},
"outputs": [],
"source": [
"# !pip install torch\n",
"# import sys\n",
"# import torch\n",
"# if torch.__version__=='1.6.0+cu101' and sys.platform.startswith('linux'):\n",
"# !pip install pytorch3d\n",
"# else:\n",
"# !pip install 'git+https://github.com/facebookresearch/pytorch3d.git@stable'"
"import os\n",
"import sys\n",
"import torch\n",
"need_pytorch3d=False\n",
"try:\n",
" import pytorch3d\n",
"except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
"if need_pytorch3d:\n",
" if torch.__version__.startswith(\"1.7\") and sys.platform.startswith(\"linux\"):\n",
" # We try to install PyTorch3D via a released wheel.\n",
" version_str=\"\".join([\n",
" f\"py3{sys.version_info.minor}_cu\",\n",
" torch.version.cuda.replace(\".\",\"\"),\n",
" f\"_pyt{torch.__version__[0:5:2]}\"\n",
" ])\n",
" !pip install pytorch3d -f https://dl.fbaipublicfiles.com/pytorch3d/packaging/wheels/{version_str}/download.html\n",
" else:\n",
" # We try to install PyTorch3D from source.\n",
" !curl -LO https://github.com/NVIDIA/cub/archive/1.10.0.tar.gz\n",
" !tar xzf 1.10.0.tar.gz\n",
" os.environ[\"CUB_HOME\"] = os.getcwd() + \"/cub-1.10.0\"\n",
" !pip install 'git+https://github.com/facebookresearch/pytorch3d.git@stable'"
]
},
{

30
docs/tutorials/fit_textured_mesh.ipynb
View File

@ -46,8 +46,8 @@
"id": "okLalbR_g7NS"
},
"source": [
"If `torch`, `torchvision` and `pytorch3d` are not installed, run the following cell:"
]
"Ensure `torch` and `torchvision` are installed. If `pytorch3d` is not installed, install it using the following cell:"
]
},
{
"cell_type": "code",
@ -59,19 +59,25 @@
},
"outputs": [],
"source": [
"!pip install torch torchvision\n",
"import os\n",
"import sys\n",
"import torch\n",
"if torch.__version__=='1.6.0+cu101' and sys.platform.startswith('linux'):\n",
" !pip install pytorch3d\n",
"else:\n",
" need_pytorch3d=False\n",
" try:\n",
" import pytorch3d\n",
" except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
" if need_pytorch3d:\n",
"need_pytorch3d=False\n",
"try:\n",
" import pytorch3d\n",
"except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
"if need_pytorch3d:\n",
" if torch.__version__.startswith(\"1.7\") and sys.platform.startswith(\"linux\"):\n",
" # We try to install PyTorch3D via a released wheel.\n",
" version_str=\"\".join([\n",
" f\"py3{sys.version_info.minor}_cu\",\n",
" torch.version.cuda.replace(\".\",\"\"),\n",
" f\"_pyt{torch.__version__[0:5:2]}\"\n",
" ])\n",
" !pip install pytorch3d -f https://dl.fbaipublicfiles.com/pytorch3d/packaging/wheels/{version_str}/download.html\n",
" else:\n",
" # We try to install PyTorch3D from source.\n",
" !curl -LO https://github.com/NVIDIA/cub/archive/1.10.0.tar.gz\n",
" !tar xzf 1.10.0.tar.gz\n",
" os.environ[\"CUB_HOME\"] = os.getcwd() + \"/cub-1.10.0\"\n",

32
docs/tutorials/fit_textured_volume.ipynb
View File

@ -29,7 +29,7 @@
"metadata": {},
"source": [
"## 0. Install and Import modules\n",
"If `torch` and `pytorch3d` are not installed, run the following cell:"
"Ensure `torch` and `torchvision` are installed. If `pytorch3d` is not installed, install it using the following cell:"
]
},
{
@ -38,13 +38,29 @@
"metadata": {},
"outputs": [],
"source": [
"# !pip install torch\n",
"# import sys\n",
"# import torch\n",
"# if torch.__version__=='1.6.0+cu101' and sys.platform.startswith('linux'):\n",
"# !pip install pytorch3d\n",
"# else:\n",
"# !pip install 'git+https://github.com/facebookresearch/pytorch3d.git@stable'"
"import os\n",
"import sys\n",
"import torch\n",
"need_pytorch3d=False\n",
"try:\n",
" import pytorch3d\n",
"except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
"if need_pytorch3d:\n",
" if torch.__version__.startswith(\"1.7\") and sys.platform.startswith(\"linux\"):\n",
" # We try to install PyTorch3D via a released wheel.\n",
" version_str=\"\".join([\n",
" f\"py3{sys.version_info.minor}_cu\",\n",
" torch.version.cuda.replace(\".\",\"\"),\n",
" f\"_pyt{torch.__version__[0:5:2]}\"\n",
" ])\n",
" !pip install pytorch3d -f https://dl.fbaipublicfiles.com/pytorch3d/packaging/wheels/{version_str}/download.html\n",
" else:\n",
" # We try to install PyTorch3D from source.\n",
" !curl -LO https://github.com/NVIDIA/cub/archive/1.10.0.tar.gz\n",
" !tar xzf 1.10.0.tar.gz\n",
" os.environ[\"CUB_HOME\"] = os.getcwd() + \"/cub-1.10.0\"\n",
" !pip install 'git+https://github.com/facebookresearch/pytorch3d.git@stable'"
]
},
{

28
docs/tutorials/render_colored_points.ipynb
View File

@ -32,7 +32,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"If `torch`, `torchvision` and `pytorch3d` are not installed, run the following cell:"
"Ensure `torch` and `torchvision` are installed. If `pytorch3d` is not installed, install it using the following cell:"
]
},
{
@ -41,19 +41,25 @@
"metadata": {},
"outputs": [],
"source": [
"!pip install torch torchvision\n",
"import os\n",
"import sys\n",
"import torch\n",
"if torch.__version__=='1.6.0+cu101' and sys.platform.startswith('linux'):\n",
" !pip install pytorch3d\n",
"else:\n",
" need_pytorch3d=False\n",
" try:\n",
" import pytorch3d\n",
" except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
" if need_pytorch3d:\n",
"need_pytorch3d=False\n",
"try:\n",
" import pytorch3d\n",
"except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
"if need_pytorch3d:\n",
" if torch.__version__.startswith(\"1.7\") and sys.platform.startswith(\"linux\"):\n",
" # We try to install PyTorch3D via a released wheel.\n",
" version_str=\"\".join([\n",
" f\"py3{sys.version_info.minor}_cu\",\n",
" torch.version.cuda.replace(\".\",\"\"),\n",
" f\"_pyt{torch.__version__[0:5:2]}\"\n",
" ])\n",
" !pip install pytorch3d -f https://dl.fbaipublicfiles.com/pytorch3d/packaging/wheels/{version_str}/download.html\n",
" else:\n",
" # We try to install PyTorch3D from source.\n",
" !curl -LO https://github.com/NVIDIA/cub/archive/1.10.0.tar.gz\n",
" !tar xzf 1.10.0.tar.gz\n",
" os.environ[\"CUB_HOME\"] = os.getcwd() + \"/cub-1.10.0\"\n",

28
docs/tutorials/render_densepose.ipynb
View File

@ -39,7 +39,7 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"If torch, torchvision and PyTorch3D are not installed, run the following cell:"
"Ensure `torch` and `torchvision` are installed. If `pytorch3d` is not installed, install it using the following cell:"
]
},
{
@ -48,19 +48,25 @@
"metadata": {},
"outputs": [],
"source": [
"!pip install torch torchvision\n",
"import os\n",
"import sys\n",
"import torch\n",
"if torch.__version__=='1.6.0+cu101' and sys.platform.startswith('linux'):\n",
" !pip install pytorch3d\n",
"else:\n",
" need_pytorch3d=False\n",
" try:\n",
" import pytorch3d\n",
" except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
" if need_pytorch3d:\n",
"need_pytorch3d=False\n",
"try:\n",
" import pytorch3d\n",
"except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
"if need_pytorch3d:\n",
" if torch.__version__.startswith(\"1.7\") and sys.platform.startswith(\"linux\"):\n",
" # We try to install PyTorch3D via a released wheel.\n",
" version_str=\"\".join([\n",
" f\"py3{sys.version_info.minor}_cu\",\n",
" torch.version.cuda.replace(\".\",\"\"),\n",
" f\"_pyt{torch.__version__[0:5:2]}\"\n",
" ])\n",
" !pip install pytorch3d -f https://dl.fbaipublicfiles.com/pytorch3d/packaging/wheels/{version_str}/download.html\n",
" else:\n",
" # We try to install PyTorch3D from source.\n",
" !curl -LO https://github.com/NVIDIA/cub/archive/1.10.0.tar.gz\n",
" !tar xzf 1.10.0.tar.gz\n",
" os.environ[\"CUB_HOME\"] = os.getcwd() + \"/cub-1.10.0\"\n",

28
docs/tutorials/render_textured_meshes.ipynb
View File

@ -47,7 +47,7 @@
"id": "okLalbR_g7NS"
},
"source": [
"If `torch`, `torchvision` and `pytorch3d` are not installed, run the following cell:"
"Ensure `torch` and `torchvision` are installed. If `pytorch3d` is not installed, install it using the following cell:"
]
},
{
@ -64,19 +64,25 @@
},
"outputs": [],
"source": [
"!pip install torch torchvision\n",
"import os\n",
"import sys\n",
"import torch\n",
"if torch.__version__=='1.6.0+cu101' and sys.platform.startswith('linux'):\n",
" !pip install pytorch3d\n",
"else:\n",
" need_pytorch3d=False\n",
" try:\n",
" import pytorch3d\n",
" except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
" if need_pytorch3d:\n",
"need_pytorch3d=False\n",
"try:\n",
" import pytorch3d\n",
"except ModuleNotFoundError:\n",
" need_pytorch3d=True\n",
"if need_pytorch3d:\n",
" if torch.__version__.startswith(\"1.7\") and sys.platform.startswith(\"linux\"):\n",
" # We try to install PyTorch3D via a released wheel.\n",
" version_str=\"\".join([\n",
" f\"py3{sys.version_info.minor}_cu\",\n",
" torch.version.cuda.replace(\".\",\"\"),\n",
" f\"_pyt{torch.__version__[0:5:2]}\"\n",
" ])\n",
" !pip install pytorch3d -f https://dl.fbaipublicfiles.com/pytorch3d/packaging/wheels/{version_str}/download.html\n",
" else:\n",
" # We try to install PyTorch3D from source.\n",
" !curl -LO https://github.com/NVIDIA/cub/archive/1.10.0.tar.gz\n",
" !tar xzf 1.10.0.tar.gz\n",
" os.environ[\"CUB_HOME\"] = os.getcwd() + \"/cub-1.10.0\"\n",