diff --git a/BMM/BMM_Theory/examples/cases_demo.csv b/BMM/BMM_Theory/examples/cases_demo.csv
new file mode 100644
index 0000000..a1c86f4
--- /dev/null
+++ b/BMM/BMM_Theory/examples/cases_demo.csv
@@ -0,0 +1,10 @@
+case_id,batch_a,batch_b,m,n,k,dtype_a,dtype_b,dtype_c,trans_a,trans_b,has_bias,deterministic_level
+merge_demo_1,128,128,64,64,512,bf16,bf16,bf16,0,0,0,0
+iter_demo_1,128,128,64,64,256,bf16,bf16,bf16,0,0,0,0
+iter_demo_2,512,512,128,128,128,bf16,bf16,bf16,0,0,0,0
+iter_demo_3,2048,2048,1024,1024,512,bf16,bf16,bf16,0,0,0,0
+iter_demo_4,64,64,64,64,8192,bf16,bf16,bf16,0,0,0,0
+fp16_out_demo,128,128,64,64,512,bf16,bf16,fp16,0,0,0,0
+to_matmul_demo,1,1,2048,2048,2048,bf16,bf16,bf16,0,0,0,0
+special_k1,128,128,256,256,1,bf16,bf16,bf16,0,0,0,0
+asw_fallback_demo,32,32,4096,4096,4096,bf16,bf16,bf16,0,0,0,0