# Conv Layout Optimization Dogfood
Dogfood test for GH-159: Conv layout optimization with im2col+GEMM.
Verifies that Conv1d and Conv2d produce correct output shapes across
multiple layout configurations (NCHW, NHWC) and kernel layouts.
## Run
```bash
cargo run --release --example conv_layout_dogfood
```
## Source
```rust,ignore
{{#include ../../../examples/conv_layout_dogfood.rs}}
```