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[ET-VK] Changing texture access pattern for conv2d pw op to improve performance. #7504

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Merged
merged 7 commits into from
Jan 4, 2025
Merged

[ET-VK] Changing texture access pattern for conv2d pw op to improve performance. #7504

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7c31a5d
[ET-VK] Reduced int precision for all int storage in conv pw op to im…
trivedivivek Jan 3, 2025
f139e39
[ET-VK] Minor fix to conv 2d op using wg_size from create_conv2d_glob…
trivedivivek Jan 3, 2025
5b1c980
[ET-VK] Modify conv 2d pw op shader and dispatch settings to linearly…
trivedivivek Jan 3, 2025
c913e17
[ET-VK] Using vec2 to store output positions to reudce shader registe…
trivedivivek Jan 3, 2025
c805499
[ET-VK] Using shared variable to store calculated output pose to free…
trivedivivek Jan 3, 2025
1366dbd
[ET-VK] Changing texture access pattern for conv2d pw op to improve p…
trivedivivek Jan 3, 2025
a6e5e32
Merge branch 'main' into gh/trivedivivek/34/orig
trivedivivek Jan 4, 2025
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8 changes: 4 additions & 4 deletions backends/vulkan/runtime/graph/ops/glsl/conv2d_pw.glsl
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Original file line number Diff line number Diff line change
Expand Up @@ -43,13 +43,13 @@ shared u16vec2 pos_shared[gl_WorkGroupSize.x * gl_WorkGroupSize.y * gl_WorkGroup
* size is only 1x1, making it easier to re-use loaded texels from t_kernel.
*/
void main() {
const uint16_t out_limits_y_scaled = uint16_t((out_limits.y + TILE_SIZE - 1) / TILE_SIZE);
const uvec2 out_limits_scaled = (out_limits.xy + TILE_SIZE - 1) / TILE_SIZE;
const uint shared_mem_stride = gl_WorkGroupSize.x * gl_WorkGroupSize.y * gl_WorkGroupSize.z;

const u16vec3 gpos = u16vec3(
gl_GlobalInvocationID.x / (out_limits_y_scaled * out_limits.z),
(gl_GlobalInvocationID.x / out_limits.z) % out_limits_y_scaled,
gl_GlobalInvocationID.x % out_limits.z);
gl_GlobalInvocationID.x % out_limits_scaled.x,
(gl_GlobalInvocationID.x / out_limits_scaled.x) % out_limits_scaled.y,
gl_GlobalInvocationID.x / (out_limits_scaled.x * out_limits_scaled.y));

// Output position for TILE_SIZE = 2
// +--------+--------+
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