v0.3.4 release (#698)

* v0.3.4 release

* Update CHANGELOG.md

* Update README.md

* Update CHANGELOG.md

* Update CHANGELOG.md

CHANGELOG.md

@@ -1,6 +1,19 @@
 [README](/README.md) > **Changelog**
 # Changelog
 
+## [v0.3.4](https://github.com/intel/xetla/releases/tag/v0.3.4) (2023-08-18)
+- New Features
+  * Enabled limitation checking.
+  * Provided "DEVICE_PRINTF" and "DEVICE_ASSERT" for kernels debugging.
+  * Refined fpu based GEMM.
+  * Refined tile reduce APIs, deprecated API "tile_row_reduce".
+  * Supported new data type int4 (experimental feature).
+  * Fixed tile load/store bugs.
+  * Enhanced examples, tests, and updated documents.
+
+- Known Issues
+    - Refer to [Limitations](/media/docs/limitations.md).
+
  ## [v0.3.3](https://github.com/intel/xetla/releases/tag/v0.3.3) (2023-06-30)
 - New Features
   * Enabled debug build support.

README.md

@@ -1,6 +1,6 @@
 # Intel® Xe Templates for Linear Algebra
 
-_Intel® XeTLA [v0.3.3](/CHANGELOG.md) - June 2023_
+_Intel® XeTLA [v0.3.4](/CHANGELOG.md) - August 2023_
 
 Intel® Xe Templates for Linear Algebra (Intel® XeTLA) is a collection of SYCL/ESIMD templates that enable high-performance General Matrix Multiply (GEMM), Convolution (CONV), and related computations on Intel Xe GPU architecture. Intel® XeTLA offers reusable C++ templates for kernel, work-group and sub-group levels, allowing developers to optimize and specialize kernels based on data types, tiling policies, algorithms, fusion policies, and more.
 
@@ -13,7 +13,7 @@ One of the key features of Intel® XeTLA is its ability to abstract and hide det
   |-|-|-|
   |OS|Ubuntu [22.04](http://releases.ubuntu.com/22.04/)| [Install Ubuntu](https://ubuntu.com/tutorials)|
   |GPU Card | Intel® Data Center GPU Max Series |N/A|
-  |GPU Driver | [Stable 602](https://dgpu-docs.intel.com/releases/stable_602_20230323.html) or later|[Install Intel GPU driver](https://dgpu-docs.intel.com/installation-guides/index.html#intel-data-center-gpu-max-series)|
+  |GPU Driver | [Stable 647](https://dgpu-docs.intel.com/releases/stable_647_21_20230714.html) or later|[Install Intel GPU driver](https://dgpu-docs.intel.com/installation-guides/index.html#intel-data-center-gpu-max-series)|
   |Toolchain |Intel® oneAPI Base Toolkit [2023.2](https://www.intel.com/content/www/us/en/developer/tools/oneapi/base-toolkit-download.html) or later|[Install Intel® oneAPI Base Toolkit](https://www.intel.com/content/www/us/en/developer/tools/oneapi/base-toolkit-download.html)|
 
 <!-- @endcond -->

include/common/core/common.hpp

@@ -83,10 +83,7 @@ ESIMD_INLINE void esimd_abort() {
 }
 #define DEVICE_ASSERT(c, s, ...) \
     do { \
-        if (!(c)) { \
-            DEVICE_PRINTF(s, ##__VA_ARGS__); \
-            esimd_abort(); \
-        } \
+        if (!(c)) { DEVICE_PRINTF(s, ##__VA_ARGS__); } \
     } while (0)
 #else
 #define DEVICE_ASSERT(c, s, ...) \