From 0e5f89bfb9738900103628de637a18118d6796cf Mon Sep 17 00:00:00 2001
From: mobicham <hicham@mobiuslabs.com>
Date: Tue, 19 Mar 2024 18:21:50 +0000
Subject: [PATCH] 0.1.6.post2 version update

---
 Readme.md       | 7 -------
 hqq/__init__.py | 2 +-
 setup.py        | 2 +-
 3 files changed, 2 insertions(+), 9 deletions(-)

diff --git a/Readme.md b/Readme.md
index bfe22e4..cc85319 100755
--- a/Readme.md
+++ b/Readme.md
@@ -13,13 +13,6 @@ To get the latest version, you can install the core library directly via ```pip
 
 Alternatively, clone the repo and run ```pip install .``` from this current folder. 
 
-#### Note
-For some reason, packages installed via ```pip install hqq``` don't build the CUDA kernels automatically. If you need to build the CUDA backend manually, you can do it as follows:
-
-```cd hqq/kernels && python setup_cuda.py install; cd ../../..; ```.
-
-Or simply use ```pip install git+https://github.com/mobiusml/hqq.git``` instead for the moment. 
-
 ### Basic Usage
 To perform quantization with HQQ, you simply need to replace the linear layers ( ```torch.nn.Linear```) as follows:
 ```Python
diff --git a/hqq/__init__.py b/hqq/__init__.py
index a4a0926..3057948 100755
--- a/hqq/__init__.py
+++ b/hqq/__init__.py
@@ -1,3 +1,3 @@
-__version__ = "0.1.6.post1"
+__version__ = "0.1.6.post2"
 __author__  = 'Dr. Hicham Badri'
 __credits__ = 'Mobius Labs GmbH'
\ No newline at end of file
diff --git a/setup.py b/setup.py
index 42abf63..197c235 100755
--- a/setup.py
+++ b/setup.py
@@ -40,7 +40,7 @@ def run(self):
 
 setup(
     name="hqq",
-    version="0.1.6.post1",
+    version="0.1.6.post2",
     description="Half-Quadratic Quantization (HQQ)",
     url="https://github.com/mobiusml/hqq/",
     author="Dr. Hicham Badri",