From 8d8e46cbf4f2089ee38711c07e1edd15c5d71928 Mon Sep 17 00:00:00 2001
From: Xu Ma <xuma@my.unt.edu>
Date: Thu, 26 May 2022 16:18:07 -0700
Subject: [PATCH] Update README.md

---
 README.md | 13 +++++++++++--
 1 file changed, 11 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index c424738..8e4aa12 100644
--- a/README.md
+++ b/README.md
@@ -66,15 +66,24 @@ Overview of one stage in PointMLP. Given an input point cloud, PointMLP progress
 ## Install
 
 ```bash
-# 1. clone this repo
+# step 1. clone this repo
 git clone https://github.com/ma-xu/pointMLP-pytorch.git
 cd pointMLP-pytorch
 
-# 2. create a conda virtual environment and activate it
+# step 2. create a conda virtual environment and activate it
 conda env create
 conda activate pointmlp
 ```
 
+```bash
+# Optional solution for step 2: install libs step by step
+conda create -n pointmlp python=3.7 -y
+conda activate pointmlp
+conda install pytorch==1.10.1 torchvision==0.11.2 cudatoolkit=10.2 -c pytorch -y
+pip install cycler einops h5py pyyaml==5.4.1 scikit-learn==0.24.2 scipy tqdm matplotlib==3.4.2
+pip install pointnet2_ops_lib/.
+```
+
 
 ## Useage