Updates based on PR feedback 2

client_example/01_gemm/README.md

@@ -145,10 +145,8 @@ Table of supported cases by instance factory with XDL instruction for Row/Row/Ro
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/02_gemm_add_add_fastgelu/README.md

@@ -27,10 +27,8 @@ where $\sigma$ is the sigmoid function.
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/03_gemm_layernorm/README.md

@@ -20,10 +20,8 @@ $\mu$, $\sigma^2$ are mean and variance over the normalization axis; $\gamma$, $
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/04_contraction/README.md

@@ -16,10 +16,8 @@ This client example demonstrates **general tensor contraction** operations, incl
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/05_layernorm/README.md

@@ -21,10 +21,8 @@ $\gamma$, $\beta$ are learnable scale and shift parameters.
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/06_softmax/README.md

@@ -21,10 +21,8 @@ $$
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/07_grouped_convnd_fwd/README.md

@@ -84,10 +84,8 @@ Table of supported cases by instance factory with fused elementwise operation:
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/08_fused_attention/README.md

@@ -31,10 +31,8 @@ $$
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/09_quantization/README.md

@@ -20,10 +20,8 @@ This client example demonstrates **quantized GEMM and 2D convolution** operation
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/10_grouped_convnd_bwd_data/README.md

@@ -66,10 +66,8 @@ $$
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/11_grouped_conv_bwd_weight/README.md

@@ -81,10 +81,8 @@ $$
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/12_elementwise_normalization/README.md

@@ -21,10 +21,8 @@ $\gamma$, $\beta$ are learnable scale and shift parameters.
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/13_batchnorm/README.md

@@ -21,10 +21,8 @@ $\gamma_c$, $\beta_c$ are learnable scale and shift parameters per channel.
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/14_instance_id/README.md

@@ -15,10 +15,8 @@ See [BatchNorm Theory](../13_batchnorm/README.md) for the mathematical details o
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/15_convnd_bwd_data/README.md

@@ -20,10 +20,8 @@ $$
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/16_convnd_fwd/README.md

@@ -20,10 +20,8 @@ $$
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/17_grouped_gemm_fastgelu/README.md

@@ -23,10 +23,8 @@ where $\sigma$ is the sigmoid function.
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/18_groupnorm/README.md

@@ -24,10 +24,8 @@ $\gamma$, $\beta$ are learnable scale and shift parameters.
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/19_pool/README.md

@@ -18,10 +18,8 @@ Where $s_H, s_W, s_D$ are strides, $k_H, k_W, k_D$ are kernel sizes.
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/20_splitk_gemm/README.md

@@ -19,10 +19,8 @@ This client example demonstrates **Split-K GEMM**, a technique for parallelizing
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/21_grouped_gemm_bias/README.md

@@ -17,10 +17,8 @@ For $G$ groups, each with its own $A_g$, $B_g$, $b_g$:
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/22_grouped_gemm/README.md

@@ -16,10 +16,8 @@ For $G$ groups, each with its own $A_g$, $B_g$:
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/23_elementwise_transpose/README.md

@@ -17,10 +17,8 @@ This client example demonstrates **elementwise operations fused with 3D tensor t
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/24_grouped_conv_activation/README.md

@@ -18,10 +18,8 @@ For each group $g$:
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/26_reduce/README.md

@@ -17,10 +17,8 @@ Given a tensor $X[N, H, W, C]$ and a reduction axis (e.g., channel $C$):
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/27_im2col_col2im/README.md

@@ -16,10 +16,8 @@ This client example demonstrates **im2col (image-to-column) and col2im (column-t
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

client_example/29_gemm_add_multiply/README.md

@@ -18,10 +18,8 @@ This client example demonstrates **GEMM fused with addition and multiplication o
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/04_gemm_add_add_fastgelu/README.md

@@ -27,10 +27,8 @@ where $\sigma$ is the sigmoid function.
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/09_convnd_fwd/README.md

@@ -24,10 +24,8 @@ Stride, padding, and dilation parameters control the mapping between input and o
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/10_convnd_fwd_multiple_d_multiple_reduce/README.md

@@ -19,10 +19,8 @@ The convolution computes the standard output as well as additional outputs or st
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/11_convnd_fwd_bias/README.md

@@ -19,10 +19,8 @@ $$
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/12_reduce/README.md

@@ -20,10 +20,8 @@ $$
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/13_pool2d_fwd/README.md

@@ -22,10 +22,8 @@ For each output position:
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/14_gemm_quantization/README.md

@@ -18,10 +18,8 @@ This example demonstrates **GEMM (General Matrix Multiplication) with quantized
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/15_grouped_gemm/README.md

@@ -21,10 +21,8 @@ $$
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/16_gemm_multi_d_multi_reduces/README.md

@@ -18,10 +18,8 @@ The kernel computes the main GEMM output and additional reductions or statistics
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/21_gemm_layernorm/README.md

@@ -19,10 +19,8 @@ This example demonstrates **GEMM fused with layer normalization**. This pattern
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/23_softmax/README.md

@@ -20,10 +20,8 @@ $$
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/24_batched_gemm/README.md

@@ -21,10 +21,8 @@ $$
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/25_gemm_bias_e_permute/README.md

@@ -18,10 +18,8 @@ This example demonstrates **GEMM fused with bias addition, elementwise operation
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/27_layernorm2d_fwd/README.md

@@ -21,10 +21,8 @@ $\gamma$, $\beta$ are learnable scale and shift parameters.
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/32_batched_gemm_scale_softmax_gemm/README.md

@@ -19,10 +19,8 @@ This example demonstrates the **fused attention mechanism** used in transformer
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/34_batchnorm/README.md

@@ -21,10 +21,8 @@ $\gamma_c$, $\beta_c$ are learnable scale and shift parameters per channel.
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/39_permute/README.md

@@ -17,10 +17,8 @@ $$
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/40_conv2d_fwd_quantization/README.md

@@ -19,10 +19,8 @@ This example demonstrates **2D convolution forward with quantized weights or act
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/44_elementwise_permute/README.md

@@ -17,10 +17,8 @@ This example demonstrates **elementwise operations fused with tensor permutation
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash

example/46_gemm_add_multiply/README.md

@@ -18,10 +18,8 @@ This example demonstrates **GEMM fused with addition and multiplication operatio
 ## How to Run
 
 ### Prerequisites
-```bash
-cd composable_kernel/build
-make -j install
-```
+
+Please follow the instructions in the main [Build Guide](../../README.md#building-ck) section as a prerequisite to building and running this example.
 
 ### Build and run
 ```bash