Merge pull request #6 from luost26/code

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.gitignore

@@ -129,3 +129,6 @@ dmypy.json
 .pyre/
 
 .DS_Store
+/playgrounds
+/logs*
+/results*

data/.gitignore

@@ -0,0 +1,2 @@
+*
+!.gitignore

env.yml

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+name: dpm-pc-gen
+channels:
+  - pytorch
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=main
+  - _openmp_mutex=4.5=1_gnu
+  - absl-py=0.13.0=pyhd8ed1ab_0
+  - aiohttp=3.7.4.post0=py37h5e8e339_0
+  - async-timeout=3.0.1=py_1000
+  - attrs=21.2.0=pyhd8ed1ab_0
+  - blas=1.0=mkl
+  - blinker=1.4=py_1
+  - brotlipy=0.7.0=py37h5e8e339_1001
+  - c-ares=1.17.1=h7f98852_1
+  - ca-certificates=2021.5.30=ha878542_0
+  - cached-property=1.5.2=hd8ed1ab_1
+  - cached_property=1.5.2=pyha770c72_1
+  - cachetools=4.2.2=pyhd8ed1ab_0
+  - certifi=2021.5.30=py37h89c1867_0
+  - cffi=1.14.5=py37hc58025e_0
+  - chardet=4.0.0=py37h89c1867_1
+  - click=8.0.1=py37h89c1867_0
+  - cryptography=3.4.7=py37h5d9358c_0
+  - cudatoolkit=10.1.243=h6bb024c_0
+  - dataclasses=0.8=pyhc8e2a94_1
+  - freetype=2.10.4=h5ab3b9f_0
+  - google-auth=1.32.0=pyh6c4a22f_0
+  - google-auth-oauthlib=0.4.1=py_2
+  - grpcio=1.38.1=py37hb27c1af_0
+  - h5py=3.3.0=nompi_py37ha3df211_100
+  - hdf5=1.10.6=nompi_h7c3c948_1111
+  - idna=2.10=pyh9f0ad1d_0
+  - importlib-metadata=4.6.0=py37h89c1867_0
+  - intel-openmp=2021.2.0=h06a4308_610
+  - joblib=1.0.1=pyhd8ed1ab_0
+  - jpeg=9b=h024ee3a_2
+  - krb5=1.19.1=hcc1bbae_0
+  - lcms2=2.12=h3be6417_0
+  - ld_impl_linux-64=2.35.1=h7274673_9
+  - libblas=3.9.0=9_mkl
+  - libcblas=3.9.0=9_mkl
+  - libcurl=7.77.0=h2574ce0_0
+  - libedit=3.1.20191231=he28a2e2_2
+  - libev=4.33=h516909a_1
+  - libffi=3.3=he6710b0_2
+  - libgcc-ng=9.3.0=h5101ec6_17
+  - libgfortran-ng=7.5.0=h14aa051_19
+  - libgfortran4=7.5.0=h14aa051_19
+  - libgomp=9.3.0=h5101ec6_17
+  - libnghttp2=1.43.0=h812cca2_0
+  - libpng=1.6.37=hbc83047_0
+  - libprotobuf=3.17.2=h780b84a_0
+  - libssh2=1.9.0=ha56f1ee_6
+  - libstdcxx-ng=9.3.0=hd4cf53a_17
+  - libtiff=4.2.0=h85742a9_0
+  - libwebp-base=1.2.0=h27cfd23_0
+  - llvm-openmp=8.0.1=hc9558a2_0
+  - lz4-c=1.9.3=h2531618_0
+  - markdown=3.3.4=pyhd8ed1ab_0
+  - mkl=2021.2.0=h06a4308_296
+  - mkl-service=2.3.0=py37h27cfd23_1
+  - mkl_fft=1.3.0=py37h42c9631_2
+  - mkl_random=1.2.1=py37ha9443f7_2
+  - multidict=5.1.0=py37h5e8e339_1
+  - ncurses=6.2=he6710b0_1
+  - ninja=1.10.2=hff7bd54_1
+  - numpy=1.20.2=py37h2d18471_0
+  - numpy-base=1.20.2=py37hfae3a4d_0
+  - oauthlib=3.1.1=pyhd8ed1ab_0
+  - olefile=0.46=py37_0
+  - openmp=8.0.1=0
+  - openssl=1.1.1k=h7f98852_0
+  - pillow=8.2.0=py37he98fc37_0
+  - pip=21.1.3=py37h06a4308_0
+  - point_cloud_utils=0.18.0=py37h6dcda5c_1
+  - protobuf=3.17.2=py37hcd2ae1e_0
+  - pyasn1=0.4.8=py_0
+  - pyasn1-modules=0.2.7=py_0
+  - pycparser=2.20=pyh9f0ad1d_2
+  - pyjwt=2.1.0=pyhd8ed1ab_0
+  - pyopenssl=20.0.1=pyhd8ed1ab_0
+  - pysocks=1.7.1=py37h89c1867_3
+  - python=3.7.10=h12debd9_4
+  - python_abi=3.7=2_cp37m
+  - pytorch=1.6.0=py3.7_cuda10.1.243_cudnn7.6.3_0
+  - pyu2f=0.1.5=pyhd8ed1ab_0
+  - readline=8.1=h27cfd23_0
+  - requests=2.25.1=pyhd3deb0d_0
+  - requests-oauthlib=1.3.0=pyh9f0ad1d_0
+  - rsa=4.7.2=pyh44b312d_0
+  - scikit-learn=0.24.2=py37h18a542f_0
+  - scipy=1.6.2=py37had2a1c9_1
+  - setuptools=52.0.0=py37h06a4308_0
+  - six=1.16.0=pyhd3eb1b0_0
+  - sqlite=3.36.0=hc218d9a_0
+  - tensorboard=2.5.0=pyhd8ed1ab_0
+  - tensorboard-data-server=0.6.0=py37h7f0c10b_0
+  - tensorboard-plugin-wit=1.8.0=pyh44b312d_0
+  - threadpoolctl=2.1.0=pyh5ca1d4c_0
+  - tk=8.6.10=hbc83047_0
+  - torchvision=0.7.0=py37_cu101
+  - tqdm=4.61.1=pyhd8ed1ab_0
+  - typing-extensions=3.10.0.0=hd8ed1ab_0
+  - typing_extensions=3.10.0.0=pyha770c72_0
+  - urllib3=1.26.6=pyhd8ed1ab_0
+  - werkzeug=2.0.1=pyhd8ed1ab_0
+  - wheel=0.36.2=pyhd3eb1b0_0
+  - xz=5.2.5=h7b6447c_0
+  - yarl=1.6.3=py37h5e8e339_1
+  - zipp=3.4.1=pyhd8ed1ab_0
+  - zlib=1.2.11=h7b6447c_3
+  - zstd=1.4.9=haebb681_0

evaluation/.gitignore

@@ -0,0 +1 @@
+StructuralLosses

evaluation/README.md

@@ -0,0 +1,14 @@
+# Evaluation
+
+From [https://github.com/stevenygd/PointFlow/tree/master/metrics](https://github.com/stevenygd/PointFlow/tree/master/metrics)
+
+Modifications:
+
+| Position          | Original                       | Modified                            |
+| ----------------- | ------------------------------ | ----------------------------------- |
+| Makefile:9        | `/usr/local/cuda/bin/nvcc`     | `/usr/local/cuda-10.0/bin/nvcc`     |
+| Makefile:69,70    | `c++11`                        | `c++14`                             |
+| Makefile:74,75    | `lib.linux-x86_64-3.6`         | `lib.linux-x86_64-3.7`              |
+| Pybind/bind.cpp:5 | `#include "pybind/extern.hpp"` | `#include "extern.hpp"`             |
+| \__init__.py      |                                | `from .evaluation_metrics import *` |
+

evaluation/__init__.py

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+from .evaluation_metrics import *
+from .evaluation_metrics import _pairwise_EMD_CD_, _jsdiv