Ck tile GPU verification sample develop & Add the CK TILE GEMM to the CI/CD test (#1505)

* Finished the feature of gpu verification

* Add the ck_tile_gemm test in the CI CD

* add the include of tensor_layou in reference_gemm

* Comment Addressed

* split ck_tile fhma and gemm tests into separate stages

* restructure the reference gemm

* restructure a new reference_gemm api that could read the device mem

---------

Co-authored-by: carlushuang <carlus.huang@amd.com>
Co-authored-by: illsilin <Illia.Silin@amd.com>

example/ck_tile/03_gemm/script/run_full_test.sh

@@ -0,0 +1,25 @@
+#!/bin/bash 
+#
+# in order to run this script you'd first need to build the tile_example_gemm executables in ../build/bin/
+#
+# run the script as "./run_full_test.sh <tag for your test environment> <branch name> <host name> <gpu_arch>
+# input arguments: 
+# environment tag  : a string describing the specifics of your test environment
+# branch name      : name of the branch in git repo (git status | grep -e 'On branch')
+# host name        : $hostname
+# gpu architecture: e.g., gfx90a, or gfx942, etc.
+
+# get the command line arguments:
+export env_type=$1
+echo 'Environment type: ' $env_type
+export branch=$2
+echo 'Branch name: ' $branch
+export host_name=$3
+echo 'Host name: ' $host_name
+export GPU_arch=$4
+echo 'GPU_arch: ' $GPU_arch
+
+# run verification tests
+example/ck_tile/03_gemm/script/smoke_test.sh
+
+# We do not have a performance benchmark for gemm yet. Will add it in the future.

example/ck_tile/03_gemm/script/smoke_test.sh

@@ -0,0 +1,35 @@
+#!/bin/bash
+EXE="$(find . -name tile_example_gemm_basic -type f | head -n 1)"
+KNAME=1
+
+export CK_WARMUP=0
+export CK_REPEAT=1
+
+COMMON_ARGS='-v=2 -warmup=0 -repeat=1'
+
+run_fp16_tests() {
+    for batch in 1 2; do
+        for m in 128 1024; do
+            for n in 128 2048; do
+                for k in 32 64; do
+
+                    $EXE -b=$batch -m=$m -n=$n -k=$k -stride_a=0 -stride_b=0 -stride_c=0 -e=1e-5 -prec=fp16 $COMMON_ARGS
+                    if [ $? -eq 0 ]; then
+                        echo "Success: Test with batch=$batch, m=$m, n=$n, k=$k executed successfully."
+                    else
+                        echo "Error: Test with batch=$batch, m=$m, n=$n, k=$k failed to execute properly."
+                        # Optionally, exit or break if you need to halt further execution
+                        # exit 1
+                    fi
+
+                done
+            done
+        done
+    done
+}
+
+set -x
+
+run_fp16_tests
+
+set +x