Updates based on PR feedback 1

client_example/01_gemm/README.md

@@ -150,7 +150,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/01_gemm
 mkdir build && cd build

client_example/02_gemm_add_add_fastgelu/README.md

@@ -32,7 +32,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/02_gemm_add_add_fastgelu
 mkdir build && cd build

client_example/03_gemm_layernorm/README.md

@@ -25,7 +25,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/03_gemm_layernorm
 mkdir build && cd build

client_example/04_contraction/README.md

@@ -21,7 +21,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/04_contraction
 mkdir build && cd build

client_example/05_layernorm/README.md

@@ -26,7 +26,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/05_layernorm
 mkdir build && cd build

client_example/06_softmax/README.md

@@ -26,7 +26,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/06_softmax
 mkdir build && cd build

client_example/07_grouped_convnd_fwd/README.md

@@ -89,7 +89,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/07_grouped_convnd_fwd
 mkdir build && cd build

client_example/08_fused_attention/README.md

@@ -36,7 +36,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/08_fused_attention
 mkdir build && cd build

client_example/09_quantization/README.md

@@ -25,7 +25,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/09_quantization
 mkdir build && cd build

client_example/10_grouped_convnd_bwd_data/README.md

@@ -71,7 +71,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/10_grouped_convnd_bwd_data
 mkdir build && cd build

client_example/11_grouped_conv_bwd_weight/README.md

@@ -86,7 +86,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/11_grouped_conv_bwd_weight
 mkdir build && cd build

client_example/12_elementwise_normalization/README.md

@@ -26,7 +26,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/12_elementwise_normalization
 mkdir build && cd build

client_example/13_batchnorm/README.md

@@ -26,7 +26,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/13_batchnorm
 mkdir build && cd build

client_example/14_instance_id/README.md

@@ -20,7 +20,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/14_instance_id
 mkdir build && cd build

client_example/15_convnd_bwd_data/README.md

@@ -25,7 +25,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/15_convnd_bwd_data
 mkdir build && cd build

client_example/16_convnd_fwd/README.md

@@ -25,7 +25,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/16_convnd_fwd
 mkdir build && cd build

client_example/17_grouped_gemm_fastgelu/README.md

@@ -28,7 +28,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/17_grouped_gemm_fastgelu
 mkdir build && cd build

client_example/18_groupnorm/README.md

@@ -29,7 +29,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/18_groupnorm
 mkdir build && cd build

client_example/19_pool/README.md

@@ -23,7 +23,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/19_pool
 mkdir build && cd build

client_example/20_splitk_gemm/README.md

@@ -24,7 +24,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/20_splitk_gemm
 mkdir build && cd build

client_example/21_grouped_gemm_bias/README.md

@@ -22,7 +22,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/21_grouped_gemm_bias
 mkdir build && cd build

client_example/22_grouped_gemm/README.md

@@ -21,7 +21,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/22_grouped_gemm
 mkdir build && cd build

client_example/23_elementwise_transpose/README.md

@@ -22,7 +22,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/23_elementwise_transpose
 mkdir build && cd build

client_example/24_grouped_conv_activation/README.md

@@ -23,7 +23,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/24_grouped_conv_activation
 mkdir build && cd build

client_example/25_wrapper/README.md

@@ -8,7 +8,7 @@ This tutorial demonstrates how to implement matrix multiplication (GEMM) using t
 
 ## How to Run
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/25_wrapper
 mkdir build && cd build

client_example/26_reduce/README.md

@@ -22,7 +22,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/26_reduce
 mkdir build && cd build

client_example/27_im2col_col2im/README.md

@@ -21,7 +21,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/27_im2col_col2im
 mkdir build && cd build

client_example/28_gemm_mx/README.md

@@ -10,7 +10,7 @@ make -j
 make install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 /opt/rocm/bin/hipcc gemm_mx_fp8.cpp -o gemm_mx_fp8
 

client_example/29_gemm_add_multiply/README.md

@@ -23,7 +23,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/29_gemm_add_multiply
 mkdir build && cd build

client_example/30_gemm_bf16Aint8B/README.md

@@ -28,7 +28,7 @@ make -j
 make install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/30_gemm_bf16Aint8B
 mkdir build && cd build

client_example/31_grouped_gemm_bf16Aint8B/README.md

@@ -29,7 +29,7 @@ make -j
 make install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/client_example/31_grouped_gemm_bf16Aint8B
 mkdir build && cd build

example/01_gemm/README.md

@@ -169,7 +169,7 @@ Split-K is supported (requires zeroing output buffer if splitK > 1).
 
 ## How to Run
 
-### Build and Execute
+### Build and run
 
 ```bash
 cd composable_kernel/example/01_gemm

example/02_gemm_bilinear/README.md

@@ -58,7 +58,7 @@ CK provides a composable API for GEMM with multiple auxiliary tensors via the `D
 
 ## How to Run
 
-### Build and Execute
+### Build and run
 
 ```bash
 cd composable_kernel/example/02_gemm_bilinear

example/03_gemm_bias_relu/README.md

@@ -19,7 +19,7 @@ $$
 
 ## How to Run
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/03_gemm_bias_relu
 mkdir build && cd build

example/04_gemm_add_add_fastgelu/README.md

@@ -32,7 +32,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/04_gemm_add_add_fastgelu
 mkdir build && cd build

example/09_convnd_fwd/README.md

@@ -29,7 +29,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/09_convnd_fwd
 mkdir build && cd build

example/10_convnd_fwd_multiple_d_multiple_reduce/README.md

@@ -24,7 +24,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/10_convnd_fwd_multiple_d_multiple_reduce
 mkdir build && cd build

example/11_convnd_fwd_bias/README.md

@@ -24,7 +24,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/11_convnd_fwd_bias
 mkdir build && cd build

example/12_reduce/README.md

@@ -25,7 +25,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/12_reduce
 mkdir build && cd build

example/13_pool2d_fwd/README.md

@@ -27,7 +27,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/13_pool2d_fwd
 mkdir build && cd build

example/14_gemm_quantization/README.md

@@ -23,7 +23,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/14_gemm_quantization
 mkdir build && cd build

example/15_grouped_gemm/README.md

@@ -26,7 +26,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/15_grouped_gemm
 mkdir build && cd build

example/16_gemm_multi_d_multi_reduces/README.md

@@ -23,7 +23,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/16_gemm_multi_d_multi_reduces
 mkdir build && cd build

example/21_gemm_layernorm/README.md

@@ -24,7 +24,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/21_gemm_layernorm
 mkdir build && cd build

example/23_softmax/README.md

@@ -25,7 +25,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/23_softmax
 mkdir build && cd build

example/24_batched_gemm/README.md

@@ -26,7 +26,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/24_batched_gemm
 mkdir build && cd build

example/25_gemm_bias_e_permute/README.md

@@ -23,7 +23,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/25_gemm_bias_e_permute
 mkdir build && cd build

example/27_layernorm2d_fwd/README.md

@@ -26,7 +26,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/27_layernorm2d_fwd
 mkdir build && cd build

example/32_batched_gemm_scale_softmax_gemm/README.md

@@ -24,7 +24,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/32_batched_gemm_scale_softmax_gemm
 mkdir build && cd build

example/34_batchnorm/README.md

@@ -26,7 +26,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/34_batchnorm
 mkdir build && cd build

example/39_permute/README.md

@@ -22,7 +22,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/39_permute
 mkdir build && cd build

example/40_conv2d_fwd_quantization/README.md

@@ -24,7 +24,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/40_conv2d_fwd_quantization
 mkdir build && cd build

example/44_elementwise_permute/README.md

@@ -22,7 +22,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/44_elementwise_permute
 mkdir build && cd build

example/46_gemm_add_multiply/README.md

@@ -23,7 +23,7 @@ cd composable_kernel/build
 make -j install
 ```
 
-### Build and Execute
+### Build and run
 ```bash
 cd composable_kernel/example/46_gemm_add_multiply
 mkdir build && cd build