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reduce vulkan winograd f43 transform shader register pressure (#4496)

tags/20230223
nihui GitHub 3 years ago
parent
commit
3b36656bc8
No known key found for this signature in database GPG Key ID: 4AEE18F83AFDEB23
6 changed files with 312 additions and 618 deletions
  1. +55
    -111
      src/layer/vulkan/shader/convolution_3x3s1d1_winograd43_transform_input.comp
  2. +49
    -95
      src/layer/vulkan/shader/convolution_3x3s1d1_winograd43_transform_output.comp
  3. +55
    -111
      src/layer/vulkan/shader/convolution_pack4_3x3s1d1_winograd43_transform_input.comp
  4. +49
    -95
      src/layer/vulkan/shader/convolution_pack4_3x3s1d1_winograd43_transform_output.comp
  5. +55
    -111
      src/layer/vulkan/shader/convolution_pack8_3x3s1d1_winograd43_transform_input.comp
  6. +49
    -95
      src/layer/vulkan/shader/convolution_pack8_3x3s1d1_winograd43_transform_output.comp

+ 55
- 111
src/layer/vulkan/shader/convolution_3x3s1d1_winograd43_transform_input.comp View File

@@ -162,7 +162,7 @@ void main()
// const float itm[6][6] = {
// {1.0f, 0.0f, -2.5f, 0.0f, 1.0f, 0.0f},
// {0.0f, -sq2, -2.0f, sq2/2, 1.0f, 0.0f},
// {0.0f, sq2, -2.0f, sq2/2, 1.0f, 0.0f},
// {0.0f, sq2, -2.0f, -sq2/2, 1.0f, 0.0f},
// {0.0f, -sq2/2, -0.5f, sq2, 1.0f, 0.0f},
// {0.0f, sq2/2, -0.5f, -sq2, 1.0f, 0.0f},
// {0.0f, 1.0f, 0.0f, -2.5f, 0.0f, 1.0f}
@@ -176,61 +176,33 @@ void main()
afp m04 = v40 - v42 * afp(2.5) + v44;
afp m05 = v50 - v52 * afp(2.5) + v54;

afp s0 = v03 * afp(sq2_d2) - v01 * afp(sq2);
afp s1 = v13 * afp(sq2_d2) - v11 * afp(sq2);
afp s2 = v23 * afp(sq2_d2) - v21 * afp(sq2);
afp s3 = v33 * afp(sq2_d2) - v31 * afp(sq2);
afp s4 = v43 * afp(sq2_d2) - v41 * afp(sq2);
afp s5 = v53 * afp(sq2_d2) - v51 * afp(sq2);

afp t0 = v04 - v02 * afp(2);
afp t1 = v14 - v12 * afp(2);
afp t2 = v24 - v22 * afp(2);
afp t3 = v34 - v32 * afp(2);
afp t4 = v44 - v42 * afp(2);
afp t5 = v54 - v52 * afp(2);

afp m10 = t0 + s0;
afp m11 = t1 + s1;
afp m12 = t2 + s2;
afp m13 = t3 + s3;
afp m14 = t4 + s4;
afp m15 = t5 + s5;

afp m20 = t0 - s0;
afp m21 = t1 - s1;
afp m22 = t2 - s2;
afp m23 = t3 - s3;
afp m24 = t4 - s4;
afp m25 = t5 - s5;

s0 = v03 * afp(sq2) - v01 * afp(sq2_d2);
s1 = v13 * afp(sq2) - v11 * afp(sq2_d2);
s2 = v23 * afp(sq2) - v21 * afp(sq2_d2);
s3 = v33 * afp(sq2) - v31 * afp(sq2_d2);
s4 = v43 * afp(sq2) - v41 * afp(sq2_d2);
s5 = v53 * afp(sq2) - v51 * afp(sq2_d2);

t0 = v04 - v02 * afp(0.5);
t1 = v14 - v12 * afp(0.5);
t2 = v24 - v22 * afp(0.5);
t3 = v34 - v32 * afp(0.5);
t4 = v44 - v42 * afp(0.5);
t5 = v54 - v52 * afp(0.5);

afp m30 = t0 + s0;
afp m31 = t1 + s1;
afp m32 = t2 + s2;
afp m33 = t3 + s3;
afp m34 = t4 + s4;
afp m35 = t5 + s5;

afp m40 = t0 - s0;
afp m41 = t1 - s1;
afp m42 = t2 - s2;
afp m43 = t3 - s3;
afp m44 = t4 - s4;
afp m45 = t5 - s5;
afp m10 = v04 - v02 * afp(2) + v03 * afp(sq2_d2) - v01 * afp(sq2);
afp m11 = v14 - v12 * afp(2) + v13 * afp(sq2_d2) - v11 * afp(sq2);
afp m12 = v24 - v22 * afp(2) + v23 * afp(sq2_d2) - v21 * afp(sq2);
afp m13 = v34 - v32 * afp(2) + v33 * afp(sq2_d2) - v31 * afp(sq2);
afp m14 = v44 - v42 * afp(2) + v43 * afp(sq2_d2) - v41 * afp(sq2);
afp m15 = v54 - v52 * afp(2) + v53 * afp(sq2_d2) - v51 * afp(sq2);

afp m20 = v04 - v02 * afp(2) - v03 * afp(sq2_d2) + v01 * afp(sq2);
afp m21 = v14 - v12 * afp(2) - v13 * afp(sq2_d2) + v11 * afp(sq2);
afp m22 = v24 - v22 * afp(2) - v23 * afp(sq2_d2) + v21 * afp(sq2);
afp m23 = v34 - v32 * afp(2) - v33 * afp(sq2_d2) + v31 * afp(sq2);
afp m24 = v44 - v42 * afp(2) - v43 * afp(sq2_d2) + v41 * afp(sq2);
afp m25 = v54 - v52 * afp(2) - v53 * afp(sq2_d2) + v51 * afp(sq2);

afp m30 = v04 - v02 * afp(0.5) + v03 * afp(sq2) - v01 * afp(sq2_d2);
afp m31 = v14 - v12 * afp(0.5) + v13 * afp(sq2) - v11 * afp(sq2_d2);
afp m32 = v24 - v22 * afp(0.5) + v23 * afp(sq2) - v21 * afp(sq2_d2);
afp m33 = v34 - v32 * afp(0.5) + v33 * afp(sq2) - v31 * afp(sq2_d2);
afp m34 = v44 - v42 * afp(0.5) + v43 * afp(sq2) - v41 * afp(sq2_d2);
afp m35 = v54 - v52 * afp(0.5) + v53 * afp(sq2) - v51 * afp(sq2_d2);

afp m40 = v04 - v02 * afp(0.5) - v03 * afp(sq2) + v01 * afp(sq2_d2);
afp m41 = v14 - v12 * afp(0.5) - v13 * afp(sq2) + v11 * afp(sq2_d2);
afp m42 = v24 - v22 * afp(0.5) - v23 * afp(sq2) + v21 * afp(sq2_d2);
afp m43 = v34 - v32 * afp(0.5) - v33 * afp(sq2) + v31 * afp(sq2_d2);
afp m44 = v44 - v42 * afp(0.5) - v43 * afp(sq2) + v41 * afp(sq2_d2);
afp m45 = v54 - v52 * afp(0.5) - v53 * afp(sq2) + v51 * afp(sq2_d2);

afp m50 = v01 - v03 * afp(2.5) + v05;
afp m51 = v11 - v13 * afp(2.5) + v15;
@@ -246,61 +218,33 @@ void main()
v40 = m40 - m42 * afp(2.5) + m44;
v50 = m50 - m52 * afp(2.5) + m54;

s0 = m03 * afp(sq2_d2) - m01 * afp(sq2);
s1 = m13 * afp(sq2_d2) - m11 * afp(sq2);
s2 = m23 * afp(sq2_d2) - m21 * afp(sq2);
s3 = m33 * afp(sq2_d2) - m31 * afp(sq2);
s4 = m43 * afp(sq2_d2) - m41 * afp(sq2);
s5 = m53 * afp(sq2_d2) - m51 * afp(sq2);

t0 = m04 - m02 * afp(2);
t1 = m14 - m12 * afp(2);
t2 = m24 - m22 * afp(2);
t3 = m34 - m32 * afp(2);
t4 = m44 - m42 * afp(2);
t5 = m54 - m52 * afp(2);

v01 = t0 + s0;
v11 = t1 + s1;
v21 = t2 + s2;
v31 = t3 + s3;
v41 = t4 + s4;
v51 = t5 + s5;

v02 = t0 - s0;
v12 = t1 - s1;
v22 = t2 - s2;
v32 = t3 - s3;
v42 = t4 - s4;
v52 = t5 - s5;

s0 = m03 * afp(sq2) - m01 * afp(sq2_d2);
s1 = m13 * afp(sq2) - m11 * afp(sq2_d2);
s2 = m23 * afp(sq2) - m21 * afp(sq2_d2);
s3 = m33 * afp(sq2) - m31 * afp(sq2_d2);
s4 = m43 * afp(sq2) - m41 * afp(sq2_d2);
s5 = m53 * afp(sq2) - m51 * afp(sq2_d2);

t0 = m04 - m02 * afp(0.5);
t1 = m14 - m12 * afp(0.5);
t2 = m24 - m22 * afp(0.5);
t3 = m34 - m32 * afp(0.5);
t4 = m44 - m42 * afp(0.5);
t5 = m54 - m52 * afp(0.5);

v03 = t0 + s0;
v13 = t1 + s1;
v23 = t2 + s2;
v33 = t3 + s3;
v43 = t4 + s4;
v53 = t5 + s5;

v04 = t0 - s0;
v14 = t1 - s1;
v24 = t2 - s2;
v34 = t3 - s3;
v44 = t4 - s4;
v54 = t5 - s5;
v01 = m04 - m02 * afp(2) + m03 * afp(sq2_d2) - m01 * afp(sq2);
v11 = m14 - m12 * afp(2) + m13 * afp(sq2_d2) - m11 * afp(sq2);
v21 = m24 - m22 * afp(2) + m23 * afp(sq2_d2) - m21 * afp(sq2);
v31 = m34 - m32 * afp(2) + m33 * afp(sq2_d2) - m31 * afp(sq2);
v41 = m44 - m42 * afp(2) + m43 * afp(sq2_d2) - m41 * afp(sq2);
v51 = m54 - m52 * afp(2) + m53 * afp(sq2_d2) - m51 * afp(sq2);

v02 = m04 - m02 * afp(2) - m03 * afp(sq2_d2) + m01 * afp(sq2);
v12 = m14 - m12 * afp(2) - m13 * afp(sq2_d2) + m11 * afp(sq2);
v22 = m24 - m22 * afp(2) - m23 * afp(sq2_d2) + m21 * afp(sq2);
v32 = m34 - m32 * afp(2) - m33 * afp(sq2_d2) + m31 * afp(sq2);
v42 = m44 - m42 * afp(2) - m43 * afp(sq2_d2) + m41 * afp(sq2);
v52 = m54 - m52 * afp(2) - m53 * afp(sq2_d2) + m51 * afp(sq2);

v03 = m04 - m02 * afp(0.5) + m03 * afp(sq2) - m01 * afp(sq2_d2);
v13 = m14 - m12 * afp(0.5) + m13 * afp(sq2) - m11 * afp(sq2_d2);
v23 = m24 - m22 * afp(0.5) + m23 * afp(sq2) - m21 * afp(sq2_d2);
v33 = m34 - m32 * afp(0.5) + m33 * afp(sq2) - m31 * afp(sq2_d2);
v43 = m44 - m42 * afp(0.5) + m43 * afp(sq2) - m41 * afp(sq2_d2);
v53 = m54 - m52 * afp(0.5) + m53 * afp(sq2) - m51 * afp(sq2_d2);

v04 = m04 - m02 * afp(0.5) - m03 * afp(sq2) + m01 * afp(sq2_d2);
v14 = m14 - m12 * afp(0.5) - m13 * afp(sq2) + m11 * afp(sq2_d2);
v24 = m24 - m22 * afp(0.5) - m23 * afp(sq2) + m21 * afp(sq2_d2);
v34 = m34 - m32 * afp(0.5) - m33 * afp(sq2) + m31 * afp(sq2_d2);
v44 = m44 - m42 * afp(0.5) - m43 * afp(sq2) + m41 * afp(sq2_d2);
v54 = m54 - m52 * afp(0.5) - m53 * afp(sq2) + m51 * afp(sq2_d2);

v05 = m01 - m03 * afp(2.5) + m05;
v15 = m11 - m13 * afp(2.5) + m15;


+ 49
- 95
src/layer/vulkan/shader/convolution_3x3s1d1_winograd43_transform_output.comp View File

@@ -154,6 +154,8 @@ void main()
#endif

#define sq2 1.41421356237
#define sq2_m2 1.41421356237*2
#define sq2_d2 1.41421356237/2
#define sq2_d4 1.41421356237/4

// const float otm[4][6] = {
@@ -164,101 +166,53 @@ void main()
// };

// implicit transpose
afp s0 = (v01 + v02) * afp(0.5);
afp s1 = (v11 + v12) * afp(0.5);
afp s2 = (v21 + v22) * afp(0.5);
afp s3 = (v31 + v32) * afp(0.5);
afp s4 = (v41 + v42) * afp(0.5);
afp s5 = (v51 + v52) * afp(0.5);

afp t0 = (v01 - v02) * afp(sq2_d4);
afp t1 = (v11 - v12) * afp(sq2_d4);
afp t2 = (v21 - v22) * afp(sq2_d4);
afp t3 = (v31 - v32) * afp(sq2_d4);
afp t4 = (v41 - v42) * afp(sq2_d4);
afp t5 = (v51 - v52) * afp(sq2_d4);

afp u0 = v03 + v04;
afp u1 = v13 + v14;
afp u2 = v23 + v24;
afp u3 = v33 + v34;
afp u4 = v43 + v44;
afp u5 = v53 + v54;

afp v0 = (v03 - v04) * afp(sq2);
afp v1 = (v13 - v14) * afp(sq2);
afp v2 = (v23 - v24) * afp(sq2);
afp v3 = (v33 - v34) * afp(sq2);
afp v4 = (v43 - v44) * afp(sq2);
afp v5 = (v53 - v54) * afp(sq2);

afp m00 = v00 + s0 + s0 + u0;
afp m01 = v10 + s1 + s1 + u1;
afp m02 = v20 + s2 + s2 + u2;
afp m03 = v30 + s3 + s3 + u3;
afp m04 = v40 + s4 + s4 + u4;
afp m05 = v50 + s5 + s5 + u5;

afp m10 = t0 + t0 + v0;
afp m11 = t1 + t1 + v1;
afp m12 = t2 + t2 + v2;
afp m13 = t3 + t3 + v3;
afp m14 = t4 + t4 + v4;
afp m15 = t5 + t5 + v5;

afp m20 = s0 + u0 + u0;
afp m21 = s1 + u1 + u1;
afp m22 = s2 + u2 + u2;
afp m23 = s3 + u3 + u3;
afp m24 = s4 + u4 + u4;
afp m25 = s5 + u5 + u5;

afp m30 = v05 + t0 + v0 + v0;
afp m31 = v15 + t1 + v1 + v1;
afp m32 = v25 + t2 + v2 + v2;
afp m33 = v35 + t3 + v3 + v3;
afp m34 = v45 + t4 + v4 + v4;
afp m35 = v55 + t5 + v5 + v5;

s0 = (m01 + m02) * afp(0.5);
s1 = (m11 + m12) * afp(0.5);
s2 = (m21 + m22) * afp(0.5);
s3 = (m31 + m32) * afp(0.5);

t0 = (m01 - m02) * afp(sq2_d4);
t1 = (m11 - m12) * afp(sq2_d4);
t2 = (m21 - m22) * afp(sq2_d4);
t3 = (m31 - m32) * afp(sq2_d4);

u0 = m03 + m04;
u1 = m13 + m14;
u2 = m23 + m24;
u3 = m33 + m34;

v0 = (m03 - m04) * afp(sq2);
v1 = (m13 - m14) * afp(sq2);
v2 = (m23 - m24) * afp(sq2);
v3 = (m33 - m34) * afp(sq2);

v00 = m00 + s0 + s0 + u0;
v10 = m10 + s1 + s1 + u1;
v20 = m20 + s2 + s2 + u2;
v30 = m30 + s3 + s3 + u3;

v01 = t0 + t0 + v0;
v11 = t1 + t1 + v1;
v21 = t2 + t2 + v2;
v31 = t3 + t3 + v3;

v02 = s0 + u0 + u0;
v12 = s1 + u1 + u1;
v22 = s2 + u2 + u2;
v32 = s3 + u3 + u3;

v03 = m05 + t0 + v0 + v0;
v13 = m15 + t1 + v1 + v1;
v23 = m25 + t2 + v2 + v2;
v33 = m35 + t3 + v3 + v3;
afp m00 = v00 + v01 + v02 + v03 + v04;
afp m01 = v10 + v11 + v12 + v13 + v14;
afp m02 = v20 + v21 + v22 + v23 + v24;
afp m03 = v30 + v31 + v32 + v33 + v34;
afp m04 = v40 + v41 + v42 + v43 + v44;
afp m05 = v50 + v51 + v52 + v53 + v54;

afp m10 = (v01 - v02) * afp(sq2_d2) + (v03 - v04) * afp(sq2);
afp m11 = (v11 - v12) * afp(sq2_d2) + (v13 - v14) * afp(sq2);
afp m12 = (v21 - v22) * afp(sq2_d2) + (v23 - v24) * afp(sq2);
afp m13 = (v31 - v32) * afp(sq2_d2) + (v33 - v34) * afp(sq2);
afp m14 = (v41 - v42) * afp(sq2_d2) + (v43 - v44) * afp(sq2);
afp m15 = (v51 - v52) * afp(sq2_d2) + (v53 - v54) * afp(sq2);

afp m20 = (v01 + v02) * afp(0.5) + (v03 + v04) * afp(2);
afp m21 = (v11 + v12) * afp(0.5) + (v13 + v14) * afp(2);
afp m22 = (v21 + v22) * afp(0.5) + (v23 + v24) * afp(2);
afp m23 = (v31 + v32) * afp(0.5) + (v33 + v34) * afp(2);
afp m24 = (v41 + v42) * afp(0.5) + (v43 + v44) * afp(2);
afp m25 = (v51 + v52) * afp(0.5) + (v53 + v54) * afp(2);

afp m30 = v05 + (v01 - v02) * afp(sq2_d4) + (v03 - v04) * afp(sq2_m2);
afp m31 = v15 + (v11 - v12) * afp(sq2_d4) + (v13 - v14) * afp(sq2_m2);
afp m32 = v25 + (v21 - v22) * afp(sq2_d4) + (v23 - v24) * afp(sq2_m2);
afp m33 = v35 + (v31 - v32) * afp(sq2_d4) + (v33 - v34) * afp(sq2_m2);
afp m34 = v45 + (v41 - v42) * afp(sq2_d4) + (v43 - v44) * afp(sq2_m2);
afp m35 = v55 + (v51 - v52) * afp(sq2_d4) + (v53 - v54) * afp(sq2_m2);

v00 = m00 + m01 + m02 + m03 + m04;
v10 = m10 + m11 + m12 + m13 + m14;
v20 = m20 + m21 + m22 + m23 + m24;
v30 = m30 + m31 + m32 + m33 + m34;

v01 = (m01 - m02) * afp(sq2_d2) + (m03 - m04) * afp(sq2);
v11 = (m11 - m12) * afp(sq2_d2) + (m13 - m14) * afp(sq2);
v21 = (m21 - m22) * afp(sq2_d2) + (m23 - m24) * afp(sq2);
v31 = (m31 - m32) * afp(sq2_d2) + (m33 - m34) * afp(sq2);

v02 = (m01 + m02) * afp(0.5) + (m03 + m04) * afp(2);
v12 = (m11 + m12) * afp(0.5) + (m13 + m14) * afp(2);
v22 = (m21 + m22) * afp(0.5) + (m23 + m24) * afp(2);
v32 = (m31 + m32) * afp(0.5) + (m33 + m34) * afp(2);

v03 = m05 + (m01 - m02) * afp(sq2_d4) + (m03 - m04) * afp(sq2_m2);
v13 = m15 + (m11 - m12) * afp(sq2_d4) + (m13 - m14) * afp(sq2_m2);
v23 = m25 + (m21 - m22) * afp(sq2_d4) + (m23 - m24) * afp(sq2_m2);
v33 = m35 + (m31 - m32) * afp(sq2_d4) + (m33 - m34) * afp(sq2_m2);

if (bias_term == 1)
{


+ 55
- 111
src/layer/vulkan/shader/convolution_pack4_3x3s1d1_winograd43_transform_input.comp View File

@@ -162,7 +162,7 @@ void main()
// const float itm[6][6] = {
// {1.0f, 0.0f, -2.5f, 0.0f, 1.0f, 0.0f},
// {0.0f, -sq2, -2.0f, sq2/2, 1.0f, 0.0f},
// {0.0f, sq2, -2.0f, sq2/2, 1.0f, 0.0f},
// {0.0f, sq2, -2.0f, -sq2/2, 1.0f, 0.0f},
// {0.0f, -sq2/2, -0.5f, sq2, 1.0f, 0.0f},
// {0.0f, sq2/2, -0.5f, -sq2, 1.0f, 0.0f},
// {0.0f, 1.0f, 0.0f, -2.5f, 0.0f, 1.0f}
@@ -176,61 +176,33 @@ void main()
afpvec4 m04 = v40 - v42 * afp(2.5) + v44;
afpvec4 m05 = v50 - v52 * afp(2.5) + v54;

afpvec4 s0 = v03 * afp(sq2_d2) - v01 * afp(sq2);
afpvec4 s1 = v13 * afp(sq2_d2) - v11 * afp(sq2);
afpvec4 s2 = v23 * afp(sq2_d2) - v21 * afp(sq2);
afpvec4 s3 = v33 * afp(sq2_d2) - v31 * afp(sq2);
afpvec4 s4 = v43 * afp(sq2_d2) - v41 * afp(sq2);
afpvec4 s5 = v53 * afp(sq2_d2) - v51 * afp(sq2);

afpvec4 t0 = v04 - v02 * afp(2);
afpvec4 t1 = v14 - v12 * afp(2);
afpvec4 t2 = v24 - v22 * afp(2);
afpvec4 t3 = v34 - v32 * afp(2);
afpvec4 t4 = v44 - v42 * afp(2);
afpvec4 t5 = v54 - v52 * afp(2);

afpvec4 m10 = t0 + s0;
afpvec4 m11 = t1 + s1;
afpvec4 m12 = t2 + s2;
afpvec4 m13 = t3 + s3;
afpvec4 m14 = t4 + s4;
afpvec4 m15 = t5 + s5;

afpvec4 m20 = t0 - s0;
afpvec4 m21 = t1 - s1;
afpvec4 m22 = t2 - s2;
afpvec4 m23 = t3 - s3;
afpvec4 m24 = t4 - s4;
afpvec4 m25 = t5 - s5;

s0 = v03 * afp(sq2) - v01 * afp(sq2_d2);
s1 = v13 * afp(sq2) - v11 * afp(sq2_d2);
s2 = v23 * afp(sq2) - v21 * afp(sq2_d2);
s3 = v33 * afp(sq2) - v31 * afp(sq2_d2);
s4 = v43 * afp(sq2) - v41 * afp(sq2_d2);
s5 = v53 * afp(sq2) - v51 * afp(sq2_d2);

t0 = v04 - v02 * afp(0.5);
t1 = v14 - v12 * afp(0.5);
t2 = v24 - v22 * afp(0.5);
t3 = v34 - v32 * afp(0.5);
t4 = v44 - v42 * afp(0.5);
t5 = v54 - v52 * afp(0.5);

afpvec4 m30 = t0 + s0;
afpvec4 m31 = t1 + s1;
afpvec4 m32 = t2 + s2;
afpvec4 m33 = t3 + s3;
afpvec4 m34 = t4 + s4;
afpvec4 m35 = t5 + s5;

afpvec4 m40 = t0 - s0;
afpvec4 m41 = t1 - s1;
afpvec4 m42 = t2 - s2;
afpvec4 m43 = t3 - s3;
afpvec4 m44 = t4 - s4;
afpvec4 m45 = t5 - s5;
afpvec4 m10 = v04 - v02 * afp(2) + v03 * afp(sq2_d2) - v01 * afp(sq2);
afpvec4 m11 = v14 - v12 * afp(2) + v13 * afp(sq2_d2) - v11 * afp(sq2);
afpvec4 m12 = v24 - v22 * afp(2) + v23 * afp(sq2_d2) - v21 * afp(sq2);
afpvec4 m13 = v34 - v32 * afp(2) + v33 * afp(sq2_d2) - v31 * afp(sq2);
afpvec4 m14 = v44 - v42 * afp(2) + v43 * afp(sq2_d2) - v41 * afp(sq2);
afpvec4 m15 = v54 - v52 * afp(2) + v53 * afp(sq2_d2) - v51 * afp(sq2);

afpvec4 m20 = v04 - v02 * afp(2) - v03 * afp(sq2_d2) + v01 * afp(sq2);
afpvec4 m21 = v14 - v12 * afp(2) - v13 * afp(sq2_d2) + v11 * afp(sq2);
afpvec4 m22 = v24 - v22 * afp(2) - v23 * afp(sq2_d2) + v21 * afp(sq2);
afpvec4 m23 = v34 - v32 * afp(2) - v33 * afp(sq2_d2) + v31 * afp(sq2);
afpvec4 m24 = v44 - v42 * afp(2) - v43 * afp(sq2_d2) + v41 * afp(sq2);
afpvec4 m25 = v54 - v52 * afp(2) - v53 * afp(sq2_d2) + v51 * afp(sq2);

afpvec4 m30 = v04 - v02 * afp(0.5) + v03 * afp(sq2) - v01 * afp(sq2_d2);
afpvec4 m31 = v14 - v12 * afp(0.5) + v13 * afp(sq2) - v11 * afp(sq2_d2);
afpvec4 m32 = v24 - v22 * afp(0.5) + v23 * afp(sq2) - v21 * afp(sq2_d2);
afpvec4 m33 = v34 - v32 * afp(0.5) + v33 * afp(sq2) - v31 * afp(sq2_d2);
afpvec4 m34 = v44 - v42 * afp(0.5) + v43 * afp(sq2) - v41 * afp(sq2_d2);
afpvec4 m35 = v54 - v52 * afp(0.5) + v53 * afp(sq2) - v51 * afp(sq2_d2);

afpvec4 m40 = v04 - v02 * afp(0.5) - v03 * afp(sq2) + v01 * afp(sq2_d2);
afpvec4 m41 = v14 - v12 * afp(0.5) - v13 * afp(sq2) + v11 * afp(sq2_d2);
afpvec4 m42 = v24 - v22 * afp(0.5) - v23 * afp(sq2) + v21 * afp(sq2_d2);
afpvec4 m43 = v34 - v32 * afp(0.5) - v33 * afp(sq2) + v31 * afp(sq2_d2);
afpvec4 m44 = v44 - v42 * afp(0.5) - v43 * afp(sq2) + v41 * afp(sq2_d2);
afpvec4 m45 = v54 - v52 * afp(0.5) - v53 * afp(sq2) + v51 * afp(sq2_d2);

afpvec4 m50 = v01 - v03 * afp(2.5) + v05;
afpvec4 m51 = v11 - v13 * afp(2.5) + v15;
@@ -246,61 +218,33 @@ void main()
v40 = m40 - m42 * afp(2.5) + m44;
v50 = m50 - m52 * afp(2.5) + m54;

s0 = m03 * afp(sq2_d2) - m01 * afp(sq2);
s1 = m13 * afp(sq2_d2) - m11 * afp(sq2);
s2 = m23 * afp(sq2_d2) - m21 * afp(sq2);
s3 = m33 * afp(sq2_d2) - m31 * afp(sq2);
s4 = m43 * afp(sq2_d2) - m41 * afp(sq2);
s5 = m53 * afp(sq2_d2) - m51 * afp(sq2);

t0 = m04 - m02 * afp(2);
t1 = m14 - m12 * afp(2);
t2 = m24 - m22 * afp(2);
t3 = m34 - m32 * afp(2);
t4 = m44 - m42 * afp(2);
t5 = m54 - m52 * afp(2);

v01 = t0 + s0;
v11 = t1 + s1;
v21 = t2 + s2;
v31 = t3 + s3;
v41 = t4 + s4;
v51 = t5 + s5;

v02 = t0 - s0;
v12 = t1 - s1;
v22 = t2 - s2;
v32 = t3 - s3;
v42 = t4 - s4;
v52 = t5 - s5;

s0 = m03 * afp(sq2) - m01 * afp(sq2_d2);
s1 = m13 * afp(sq2) - m11 * afp(sq2_d2);
s2 = m23 * afp(sq2) - m21 * afp(sq2_d2);
s3 = m33 * afp(sq2) - m31 * afp(sq2_d2);
s4 = m43 * afp(sq2) - m41 * afp(sq2_d2);
s5 = m53 * afp(sq2) - m51 * afp(sq2_d2);

t0 = m04 - m02 * afp(0.5);
t1 = m14 - m12 * afp(0.5);
t2 = m24 - m22 * afp(0.5);
t3 = m34 - m32 * afp(0.5);
t4 = m44 - m42 * afp(0.5);
t5 = m54 - m52 * afp(0.5);

v03 = t0 + s0;
v13 = t1 + s1;
v23 = t2 + s2;
v33 = t3 + s3;
v43 = t4 + s4;
v53 = t5 + s5;

v04 = t0 - s0;
v14 = t1 - s1;
v24 = t2 - s2;
v34 = t3 - s3;
v44 = t4 - s4;
v54 = t5 - s5;
v01 = m04 - m02 * afp(2) + m03 * afp(sq2_d2) - m01 * afp(sq2);
v11 = m14 - m12 * afp(2) + m13 * afp(sq2_d2) - m11 * afp(sq2);
v21 = m24 - m22 * afp(2) + m23 * afp(sq2_d2) - m21 * afp(sq2);
v31 = m34 - m32 * afp(2) + m33 * afp(sq2_d2) - m31 * afp(sq2);
v41 = m44 - m42 * afp(2) + m43 * afp(sq2_d2) - m41 * afp(sq2);
v51 = m54 - m52 * afp(2) + m53 * afp(sq2_d2) - m51 * afp(sq2);

v02 = m04 - m02 * afp(2) - m03 * afp(sq2_d2) + m01 * afp(sq2);
v12 = m14 - m12 * afp(2) - m13 * afp(sq2_d2) + m11 * afp(sq2);
v22 = m24 - m22 * afp(2) - m23 * afp(sq2_d2) + m21 * afp(sq2);
v32 = m34 - m32 * afp(2) - m33 * afp(sq2_d2) + m31 * afp(sq2);
v42 = m44 - m42 * afp(2) - m43 * afp(sq2_d2) + m41 * afp(sq2);
v52 = m54 - m52 * afp(2) - m53 * afp(sq2_d2) + m51 * afp(sq2);

v03 = m04 - m02 * afp(0.5) + m03 * afp(sq2) - m01 * afp(sq2_d2);
v13 = m14 - m12 * afp(0.5) + m13 * afp(sq2) - m11 * afp(sq2_d2);
v23 = m24 - m22 * afp(0.5) + m23 * afp(sq2) - m21 * afp(sq2_d2);
v33 = m34 - m32 * afp(0.5) + m33 * afp(sq2) - m31 * afp(sq2_d2);
v43 = m44 - m42 * afp(0.5) + m43 * afp(sq2) - m41 * afp(sq2_d2);
v53 = m54 - m52 * afp(0.5) + m53 * afp(sq2) - m51 * afp(sq2_d2);

v04 = m04 - m02 * afp(0.5) - m03 * afp(sq2) + m01 * afp(sq2_d2);
v14 = m14 - m12 * afp(0.5) - m13 * afp(sq2) + m11 * afp(sq2_d2);
v24 = m24 - m22 * afp(0.5) - m23 * afp(sq2) + m21 * afp(sq2_d2);
v34 = m34 - m32 * afp(0.5) - m33 * afp(sq2) + m31 * afp(sq2_d2);
v44 = m44 - m42 * afp(0.5) - m43 * afp(sq2) + m41 * afp(sq2_d2);
v54 = m54 - m52 * afp(0.5) - m53 * afp(sq2) + m51 * afp(sq2_d2);

v05 = m01 - m03 * afp(2.5) + m05;
v15 = m11 - m13 * afp(2.5) + m15;


+ 49
- 95
src/layer/vulkan/shader/convolution_pack4_3x3s1d1_winograd43_transform_output.comp View File

@@ -154,6 +154,8 @@ void main()
#endif

#define sq2 1.41421356237
#define sq2_m2 1.41421356237*2
#define sq2_d2 1.41421356237/2
#define sq2_d4 1.41421356237/4

// const float otm[4][6] = {
@@ -164,101 +166,53 @@ void main()
// };

// implicit transpose
afpvec4 s0 = (v01 + v02) * afp(0.5);
afpvec4 s1 = (v11 + v12) * afp(0.5);
afpvec4 s2 = (v21 + v22) * afp(0.5);
afpvec4 s3 = (v31 + v32) * afp(0.5);
afpvec4 s4 = (v41 + v42) * afp(0.5);
afpvec4 s5 = (v51 + v52) * afp(0.5);

afpvec4 t0 = (v01 - v02) * afp(sq2_d4);
afpvec4 t1 = (v11 - v12) * afp(sq2_d4);
afpvec4 t2 = (v21 - v22) * afp(sq2_d4);
afpvec4 t3 = (v31 - v32) * afp(sq2_d4);
afpvec4 t4 = (v41 - v42) * afp(sq2_d4);
afpvec4 t5 = (v51 - v52) * afp(sq2_d4);

afpvec4 u0 = v03 + v04;
afpvec4 u1 = v13 + v14;
afpvec4 u2 = v23 + v24;
afpvec4 u3 = v33 + v34;
afpvec4 u4 = v43 + v44;
afpvec4 u5 = v53 + v54;

afpvec4 v0 = (v03 - v04) * afp(sq2);
afpvec4 v1 = (v13 - v14) * afp(sq2);
afpvec4 v2 = (v23 - v24) * afp(sq2);
afpvec4 v3 = (v33 - v34) * afp(sq2);
afpvec4 v4 = (v43 - v44) * afp(sq2);
afpvec4 v5 = (v53 - v54) * afp(sq2);

afpvec4 m00 = v00 + s0 + s0 + u0;
afpvec4 m01 = v10 + s1 + s1 + u1;
afpvec4 m02 = v20 + s2 + s2 + u2;
afpvec4 m03 = v30 + s3 + s3 + u3;
afpvec4 m04 = v40 + s4 + s4 + u4;
afpvec4 m05 = v50 + s5 + s5 + u5;

afpvec4 m10 = t0 + t0 + v0;
afpvec4 m11 = t1 + t1 + v1;
afpvec4 m12 = t2 + t2 + v2;
afpvec4 m13 = t3 + t3 + v3;
afpvec4 m14 = t4 + t4 + v4;
afpvec4 m15 = t5 + t5 + v5;

afpvec4 m20 = s0 + u0 + u0;
afpvec4 m21 = s1 + u1 + u1;
afpvec4 m22 = s2 + u2 + u2;
afpvec4 m23 = s3 + u3 + u3;
afpvec4 m24 = s4 + u4 + u4;
afpvec4 m25 = s5 + u5 + u5;

afpvec4 m30 = v05 + t0 + v0 + v0;
afpvec4 m31 = v15 + t1 + v1 + v1;
afpvec4 m32 = v25 + t2 + v2 + v2;
afpvec4 m33 = v35 + t3 + v3 + v3;
afpvec4 m34 = v45 + t4 + v4 + v4;
afpvec4 m35 = v55 + t5 + v5 + v5;

s0 = (m01 + m02) * afp(0.5);
s1 = (m11 + m12) * afp(0.5);
s2 = (m21 + m22) * afp(0.5);
s3 = (m31 + m32) * afp(0.5);

t0 = (m01 - m02) * afp(sq2_d4);
t1 = (m11 - m12) * afp(sq2_d4);
t2 = (m21 - m22) * afp(sq2_d4);
t3 = (m31 - m32) * afp(sq2_d4);

u0 = m03 + m04;
u1 = m13 + m14;
u2 = m23 + m24;
u3 = m33 + m34;

v0 = (m03 - m04) * afp(sq2);
v1 = (m13 - m14) * afp(sq2);
v2 = (m23 - m24) * afp(sq2);
v3 = (m33 - m34) * afp(sq2);

v00 = m00 + s0 + s0 + u0;
v10 = m10 + s1 + s1 + u1;
v20 = m20 + s2 + s2 + u2;
v30 = m30 + s3 + s3 + u3;

v01 = t0 + t0 + v0;
v11 = t1 + t1 + v1;
v21 = t2 + t2 + v2;
v31 = t3 + t3 + v3;

v02 = s0 + u0 + u0;
v12 = s1 + u1 + u1;
v22 = s2 + u2 + u2;
v32 = s3 + u3 + u3;

v03 = m05 + t0 + v0 + v0;
v13 = m15 + t1 + v1 + v1;
v23 = m25 + t2 + v2 + v2;
v33 = m35 + t3 + v3 + v3;
afpvec4 m00 = v00 + v01 + v02 + v03 + v04;
afpvec4 m01 = v10 + v11 + v12 + v13 + v14;
afpvec4 m02 = v20 + v21 + v22 + v23 + v24;
afpvec4 m03 = v30 + v31 + v32 + v33 + v34;
afpvec4 m04 = v40 + v41 + v42 + v43 + v44;
afpvec4 m05 = v50 + v51 + v52 + v53 + v54;

afpvec4 m10 = (v01 - v02) * afp(sq2_d2) + (v03 - v04) * afp(sq2);
afpvec4 m11 = (v11 - v12) * afp(sq2_d2) + (v13 - v14) * afp(sq2);
afpvec4 m12 = (v21 - v22) * afp(sq2_d2) + (v23 - v24) * afp(sq2);
afpvec4 m13 = (v31 - v32) * afp(sq2_d2) + (v33 - v34) * afp(sq2);
afpvec4 m14 = (v41 - v42) * afp(sq2_d2) + (v43 - v44) * afp(sq2);
afpvec4 m15 = (v51 - v52) * afp(sq2_d2) + (v53 - v54) * afp(sq2);

afpvec4 m20 = (v01 + v02) * afp(0.5) + (v03 + v04) * afp(2);
afpvec4 m21 = (v11 + v12) * afp(0.5) + (v13 + v14) * afp(2);
afpvec4 m22 = (v21 + v22) * afp(0.5) + (v23 + v24) * afp(2);
afpvec4 m23 = (v31 + v32) * afp(0.5) + (v33 + v34) * afp(2);
afpvec4 m24 = (v41 + v42) * afp(0.5) + (v43 + v44) * afp(2);
afpvec4 m25 = (v51 + v52) * afp(0.5) + (v53 + v54) * afp(2);

afpvec4 m30 = v05 + (v01 - v02) * afp(sq2_d4) + (v03 - v04) * afp(sq2_m2);
afpvec4 m31 = v15 + (v11 - v12) * afp(sq2_d4) + (v13 - v14) * afp(sq2_m2);
afpvec4 m32 = v25 + (v21 - v22) * afp(sq2_d4) + (v23 - v24) * afp(sq2_m2);
afpvec4 m33 = v35 + (v31 - v32) * afp(sq2_d4) + (v33 - v34) * afp(sq2_m2);
afpvec4 m34 = v45 + (v41 - v42) * afp(sq2_d4) + (v43 - v44) * afp(sq2_m2);
afpvec4 m35 = v55 + (v51 - v52) * afp(sq2_d4) + (v53 - v54) * afp(sq2_m2);

v00 = m00 + m01 + m02 + m03 + m04;
v10 = m10 + m11 + m12 + m13 + m14;
v20 = m20 + m21 + m22 + m23 + m24;
v30 = m30 + m31 + m32 + m33 + m34;

v01 = (m01 - m02) * afp(sq2_d2) + (m03 - m04) * afp(sq2);
v11 = (m11 - m12) * afp(sq2_d2) + (m13 - m14) * afp(sq2);
v21 = (m21 - m22) * afp(sq2_d2) + (m23 - m24) * afp(sq2);
v31 = (m31 - m32) * afp(sq2_d2) + (m33 - m34) * afp(sq2);

v02 = (m01 + m02) * afp(0.5) + (m03 + m04) * afp(2);
v12 = (m11 + m12) * afp(0.5) + (m13 + m14) * afp(2);
v22 = (m21 + m22) * afp(0.5) + (m23 + m24) * afp(2);
v32 = (m31 + m32) * afp(0.5) + (m33 + m34) * afp(2);

v03 = m05 + (m01 - m02) * afp(sq2_d4) + (m03 - m04) * afp(sq2_m2);
v13 = m15 + (m11 - m12) * afp(sq2_d4) + (m13 - m14) * afp(sq2_m2);
v23 = m25 + (m21 - m22) * afp(sq2_d4) + (m23 - m24) * afp(sq2_m2);
v33 = m35 + (m31 - m32) * afp(sq2_d4) + (m33 - m34) * afp(sq2_m2);

if (bias_term == 1)
{


+ 55
- 111
src/layer/vulkan/shader/convolution_pack8_3x3s1d1_winograd43_transform_input.comp View File

@@ -163,7 +163,7 @@ void main()
// const float itm[6][6] = {
// {1.0f, 0.0f, -2.5f, 0.0f, 1.0f, 0.0f},
// {0.0f, -sq2, -2.0f, sq2/2, 1.0f, 0.0f},
// {0.0f, sq2, -2.0f, sq2/2, 1.0f, 0.0f},
// {0.0f, sq2, -2.0f, -sq2/2, 1.0f, 0.0f},
// {0.0f, -sq2/2, -0.5f, sq2, 1.0f, 0.0f},
// {0.0f, sq2/2, -0.5f, -sq2, 1.0f, 0.0f},
// {0.0f, 1.0f, 0.0f, -2.5f, 0.0f, 1.0f}
@@ -177,61 +177,33 @@ void main()
afpvec8 m04 = v40 - v42 * afp(2.5) + v44;
afpvec8 m05 = v50 - v52 * afp(2.5) + v54;

afpvec8 s0 = v03 * afp(sq2_d2) - v01 * afp(sq2);
afpvec8 s1 = v13 * afp(sq2_d2) - v11 * afp(sq2);
afpvec8 s2 = v23 * afp(sq2_d2) - v21 * afp(sq2);
afpvec8 s3 = v33 * afp(sq2_d2) - v31 * afp(sq2);
afpvec8 s4 = v43 * afp(sq2_d2) - v41 * afp(sq2);
afpvec8 s5 = v53 * afp(sq2_d2) - v51 * afp(sq2);

afpvec8 t0 = v04 - v02 * afp(2);
afpvec8 t1 = v14 - v12 * afp(2);
afpvec8 t2 = v24 - v22 * afp(2);
afpvec8 t3 = v34 - v32 * afp(2);
afpvec8 t4 = v44 - v42 * afp(2);
afpvec8 t5 = v54 - v52 * afp(2);

afpvec8 m10 = t0 + s0;
afpvec8 m11 = t1 + s1;
afpvec8 m12 = t2 + s2;
afpvec8 m13 = t3 + s3;
afpvec8 m14 = t4 + s4;
afpvec8 m15 = t5 + s5;

afpvec8 m20 = t0 - s0;
afpvec8 m21 = t1 - s1;
afpvec8 m22 = t2 - s2;
afpvec8 m23 = t3 - s3;
afpvec8 m24 = t4 - s4;
afpvec8 m25 = t5 - s5;

s0 = v03 * afp(sq2) - v01 * afp(sq2_d2);
s1 = v13 * afp(sq2) - v11 * afp(sq2_d2);
s2 = v23 * afp(sq2) - v21 * afp(sq2_d2);
s3 = v33 * afp(sq2) - v31 * afp(sq2_d2);
s4 = v43 * afp(sq2) - v41 * afp(sq2_d2);
s5 = v53 * afp(sq2) - v51 * afp(sq2_d2);

t0 = v04 - v02 * afp(0.5);
t1 = v14 - v12 * afp(0.5);
t2 = v24 - v22 * afp(0.5);
t3 = v34 - v32 * afp(0.5);
t4 = v44 - v42 * afp(0.5);
t5 = v54 - v52 * afp(0.5);

afpvec8 m30 = t0 + s0;
afpvec8 m31 = t1 + s1;
afpvec8 m32 = t2 + s2;
afpvec8 m33 = t3 + s3;
afpvec8 m34 = t4 + s4;
afpvec8 m35 = t5 + s5;

afpvec8 m40 = t0 - s0;
afpvec8 m41 = t1 - s1;
afpvec8 m42 = t2 - s2;
afpvec8 m43 = t3 - s3;
afpvec8 m44 = t4 - s4;
afpvec8 m45 = t5 - s5;
afpvec8 m10 = v04 - v02 * afp(2) + v03 * afp(sq2_d2) - v01 * afp(sq2);
afpvec8 m11 = v14 - v12 * afp(2) + v13 * afp(sq2_d2) - v11 * afp(sq2);
afpvec8 m12 = v24 - v22 * afp(2) + v23 * afp(sq2_d2) - v21 * afp(sq2);
afpvec8 m13 = v34 - v32 * afp(2) + v33 * afp(sq2_d2) - v31 * afp(sq2);
afpvec8 m14 = v44 - v42 * afp(2) + v43 * afp(sq2_d2) - v41 * afp(sq2);
afpvec8 m15 = v54 - v52 * afp(2) + v53 * afp(sq2_d2) - v51 * afp(sq2);

afpvec8 m20 = v04 - v02 * afp(2) - v03 * afp(sq2_d2) + v01 * afp(sq2);
afpvec8 m21 = v14 - v12 * afp(2) - v13 * afp(sq2_d2) + v11 * afp(sq2);
afpvec8 m22 = v24 - v22 * afp(2) - v23 * afp(sq2_d2) + v21 * afp(sq2);
afpvec8 m23 = v34 - v32 * afp(2) - v33 * afp(sq2_d2) + v31 * afp(sq2);
afpvec8 m24 = v44 - v42 * afp(2) - v43 * afp(sq2_d2) + v41 * afp(sq2);
afpvec8 m25 = v54 - v52 * afp(2) - v53 * afp(sq2_d2) + v51 * afp(sq2);

afpvec8 m30 = v04 - v02 * afp(0.5) + v03 * afp(sq2) - v01 * afp(sq2_d2);
afpvec8 m31 = v14 - v12 * afp(0.5) + v13 * afp(sq2) - v11 * afp(sq2_d2);
afpvec8 m32 = v24 - v22 * afp(0.5) + v23 * afp(sq2) - v21 * afp(sq2_d2);
afpvec8 m33 = v34 - v32 * afp(0.5) + v33 * afp(sq2) - v31 * afp(sq2_d2);
afpvec8 m34 = v44 - v42 * afp(0.5) + v43 * afp(sq2) - v41 * afp(sq2_d2);
afpvec8 m35 = v54 - v52 * afp(0.5) + v53 * afp(sq2) - v51 * afp(sq2_d2);

afpvec8 m40 = v04 - v02 * afp(0.5) - v03 * afp(sq2) + v01 * afp(sq2_d2);
afpvec8 m41 = v14 - v12 * afp(0.5) - v13 * afp(sq2) + v11 * afp(sq2_d2);
afpvec8 m42 = v24 - v22 * afp(0.5) - v23 * afp(sq2) + v21 * afp(sq2_d2);
afpvec8 m43 = v34 - v32 * afp(0.5) - v33 * afp(sq2) + v31 * afp(sq2_d2);
afpvec8 m44 = v44 - v42 * afp(0.5) - v43 * afp(sq2) + v41 * afp(sq2_d2);
afpvec8 m45 = v54 - v52 * afp(0.5) - v53 * afp(sq2) + v51 * afp(sq2_d2);

afpvec8 m50 = v01 - v03 * afp(2.5) + v05;
afpvec8 m51 = v11 - v13 * afp(2.5) + v15;
@@ -247,61 +219,33 @@ void main()
v40 = m40 - m42 * afp(2.5) + m44;
v50 = m50 - m52 * afp(2.5) + m54;

s0 = m03 * afp(sq2_d2) - m01 * afp(sq2);
s1 = m13 * afp(sq2_d2) - m11 * afp(sq2);
s2 = m23 * afp(sq2_d2) - m21 * afp(sq2);
s3 = m33 * afp(sq2_d2) - m31 * afp(sq2);
s4 = m43 * afp(sq2_d2) - m41 * afp(sq2);
s5 = m53 * afp(sq2_d2) - m51 * afp(sq2);

t0 = m04 - m02 * afp(2);
t1 = m14 - m12 * afp(2);
t2 = m24 - m22 * afp(2);
t3 = m34 - m32 * afp(2);
t4 = m44 - m42 * afp(2);
t5 = m54 - m52 * afp(2);

v01 = t0 + s0;
v11 = t1 + s1;
v21 = t2 + s2;
v31 = t3 + s3;
v41 = t4 + s4;
v51 = t5 + s5;

v02 = t0 - s0;
v12 = t1 - s1;
v22 = t2 - s2;
v32 = t3 - s3;
v42 = t4 - s4;
v52 = t5 - s5;

s0 = m03 * afp(sq2) - m01 * afp(sq2_d2);
s1 = m13 * afp(sq2) - m11 * afp(sq2_d2);
s2 = m23 * afp(sq2) - m21 * afp(sq2_d2);
s3 = m33 * afp(sq2) - m31 * afp(sq2_d2);
s4 = m43 * afp(sq2) - m41 * afp(sq2_d2);
s5 = m53 * afp(sq2) - m51 * afp(sq2_d2);

t0 = m04 - m02 * afp(0.5);
t1 = m14 - m12 * afp(0.5);
t2 = m24 - m22 * afp(0.5);
t3 = m34 - m32 * afp(0.5);
t4 = m44 - m42 * afp(0.5);
t5 = m54 - m52 * afp(0.5);

v03 = t0 + s0;
v13 = t1 + s1;
v23 = t2 + s2;
v33 = t3 + s3;
v43 = t4 + s4;
v53 = t5 + s5;

v04 = t0 - s0;
v14 = t1 - s1;
v24 = t2 - s2;
v34 = t3 - s3;
v44 = t4 - s4;
v54 = t5 - s5;
v01 = m04 - m02 * afp(2) + m03 * afp(sq2_d2) - m01 * afp(sq2);
v11 = m14 - m12 * afp(2) + m13 * afp(sq2_d2) - m11 * afp(sq2);
v21 = m24 - m22 * afp(2) + m23 * afp(sq2_d2) - m21 * afp(sq2);
v31 = m34 - m32 * afp(2) + m33 * afp(sq2_d2) - m31 * afp(sq2);
v41 = m44 - m42 * afp(2) + m43 * afp(sq2_d2) - m41 * afp(sq2);
v51 = m54 - m52 * afp(2) + m53 * afp(sq2_d2) - m51 * afp(sq2);

v02 = m04 - m02 * afp(2) - m03 * afp(sq2_d2) + m01 * afp(sq2);
v12 = m14 - m12 * afp(2) - m13 * afp(sq2_d2) + m11 * afp(sq2);
v22 = m24 - m22 * afp(2) - m23 * afp(sq2_d2) + m21 * afp(sq2);
v32 = m34 - m32 * afp(2) - m33 * afp(sq2_d2) + m31 * afp(sq2);
v42 = m44 - m42 * afp(2) - m43 * afp(sq2_d2) + m41 * afp(sq2);
v52 = m54 - m52 * afp(2) - m53 * afp(sq2_d2) + m51 * afp(sq2);

v03 = m04 - m02 * afp(0.5) + m03 * afp(sq2) - m01 * afp(sq2_d2);
v13 = m14 - m12 * afp(0.5) + m13 * afp(sq2) - m11 * afp(sq2_d2);
v23 = m24 - m22 * afp(0.5) + m23 * afp(sq2) - m21 * afp(sq2_d2);
v33 = m34 - m32 * afp(0.5) + m33 * afp(sq2) - m31 * afp(sq2_d2);
v43 = m44 - m42 * afp(0.5) + m43 * afp(sq2) - m41 * afp(sq2_d2);
v53 = m54 - m52 * afp(0.5) + m53 * afp(sq2) - m51 * afp(sq2_d2);

v04 = m04 - m02 * afp(0.5) - m03 * afp(sq2) + m01 * afp(sq2_d2);
v14 = m14 - m12 * afp(0.5) - m13 * afp(sq2) + m11 * afp(sq2_d2);
v24 = m24 - m22 * afp(0.5) - m23 * afp(sq2) + m21 * afp(sq2_d2);
v34 = m34 - m32 * afp(0.5) - m33 * afp(sq2) + m31 * afp(sq2_d2);
v44 = m44 - m42 * afp(0.5) - m43 * afp(sq2) + m41 * afp(sq2_d2);
v54 = m54 - m52 * afp(0.5) - m53 * afp(sq2) + m51 * afp(sq2_d2);

v05 = m01 - m03 * afp(2.5) + m05;
v15 = m11 - m13 * afp(2.5) + m15;


+ 49
- 95
src/layer/vulkan/shader/convolution_pack8_3x3s1d1_winograd43_transform_output.comp View File

@@ -155,6 +155,8 @@ void main()
#endif

#define sq2 1.41421356237
#define sq2_m2 1.41421356237*2
#define sq2_d2 1.41421356237/2
#define sq2_d4 1.41421356237/4

// const float otm[4][6] = {
@@ -165,101 +167,53 @@ void main()
// };

// implicit transpose
afpvec8 s0 = (v01 + v02) * afp(0.5);
afpvec8 s1 = (v11 + v12) * afp(0.5);
afpvec8 s2 = (v21 + v22) * afp(0.5);
afpvec8 s3 = (v31 + v32) * afp(0.5);
afpvec8 s4 = (v41 + v42) * afp(0.5);
afpvec8 s5 = (v51 + v52) * afp(0.5);

afpvec8 t0 = (v01 - v02) * afp(sq2_d4);
afpvec8 t1 = (v11 - v12) * afp(sq2_d4);
afpvec8 t2 = (v21 - v22) * afp(sq2_d4);
afpvec8 t3 = (v31 - v32) * afp(sq2_d4);
afpvec8 t4 = (v41 - v42) * afp(sq2_d4);
afpvec8 t5 = (v51 - v52) * afp(sq2_d4);

afpvec8 u0 = v03 + v04;
afpvec8 u1 = v13 + v14;
afpvec8 u2 = v23 + v24;
afpvec8 u3 = v33 + v34;
afpvec8 u4 = v43 + v44;
afpvec8 u5 = v53 + v54;

afpvec8 v0 = (v03 - v04) * afp(sq2);
afpvec8 v1 = (v13 - v14) * afp(sq2);
afpvec8 v2 = (v23 - v24) * afp(sq2);
afpvec8 v3 = (v33 - v34) * afp(sq2);
afpvec8 v4 = (v43 - v44) * afp(sq2);
afpvec8 v5 = (v53 - v54) * afp(sq2);

afpvec8 m00 = v00 + s0 + s0 + u0;
afpvec8 m01 = v10 + s1 + s1 + u1;
afpvec8 m02 = v20 + s2 + s2 + u2;
afpvec8 m03 = v30 + s3 + s3 + u3;
afpvec8 m04 = v40 + s4 + s4 + u4;
afpvec8 m05 = v50 + s5 + s5 + u5;

afpvec8 m10 = t0 + t0 + v0;
afpvec8 m11 = t1 + t1 + v1;
afpvec8 m12 = t2 + t2 + v2;
afpvec8 m13 = t3 + t3 + v3;
afpvec8 m14 = t4 + t4 + v4;
afpvec8 m15 = t5 + t5 + v5;

afpvec8 m20 = s0 + u0 + u0;
afpvec8 m21 = s1 + u1 + u1;
afpvec8 m22 = s2 + u2 + u2;
afpvec8 m23 = s3 + u3 + u3;
afpvec8 m24 = s4 + u4 + u4;
afpvec8 m25 = s5 + u5 + u5;

afpvec8 m30 = v05 + t0 + v0 + v0;
afpvec8 m31 = v15 + t1 + v1 + v1;
afpvec8 m32 = v25 + t2 + v2 + v2;
afpvec8 m33 = v35 + t3 + v3 + v3;
afpvec8 m34 = v45 + t4 + v4 + v4;
afpvec8 m35 = v55 + t5 + v5 + v5;

s0 = (m01 + m02) * afp(0.5);
s1 = (m11 + m12) * afp(0.5);
s2 = (m21 + m22) * afp(0.5);
s3 = (m31 + m32) * afp(0.5);

t0 = (m01 - m02) * afp(sq2_d4);
t1 = (m11 - m12) * afp(sq2_d4);
t2 = (m21 - m22) * afp(sq2_d4);
t3 = (m31 - m32) * afp(sq2_d4);

u0 = m03 + m04;
u1 = m13 + m14;
u2 = m23 + m24;
u3 = m33 + m34;

v0 = (m03 - m04) * afp(sq2);
v1 = (m13 - m14) * afp(sq2);
v2 = (m23 - m24) * afp(sq2);
v3 = (m33 - m34) * afp(sq2);

v00 = m00 + s0 + s0 + u0;
v10 = m10 + s1 + s1 + u1;
v20 = m20 + s2 + s2 + u2;
v30 = m30 + s3 + s3 + u3;

v01 = t0 + t0 + v0;
v11 = t1 + t1 + v1;
v21 = t2 + t2 + v2;
v31 = t3 + t3 + v3;

v02 = s0 + u0 + u0;
v12 = s1 + u1 + u1;
v22 = s2 + u2 + u2;
v32 = s3 + u3 + u3;

v03 = m05 + t0 + v0 + v0;
v13 = m15 + t1 + v1 + v1;
v23 = m25 + t2 + v2 + v2;
v33 = m35 + t3 + v3 + v3;
afpvec8 m00 = v00 + v01 + v02 + v03 + v04;
afpvec8 m01 = v10 + v11 + v12 + v13 + v14;
afpvec8 m02 = v20 + v21 + v22 + v23 + v24;
afpvec8 m03 = v30 + v31 + v32 + v33 + v34;
afpvec8 m04 = v40 + v41 + v42 + v43 + v44;
afpvec8 m05 = v50 + v51 + v52 + v53 + v54;

afpvec8 m10 = (v01 - v02) * afp(sq2_d2) + (v03 - v04) * afp(sq2);
afpvec8 m11 = (v11 - v12) * afp(sq2_d2) + (v13 - v14) * afp(sq2);
afpvec8 m12 = (v21 - v22) * afp(sq2_d2) + (v23 - v24) * afp(sq2);
afpvec8 m13 = (v31 - v32) * afp(sq2_d2) + (v33 - v34) * afp(sq2);
afpvec8 m14 = (v41 - v42) * afp(sq2_d2) + (v43 - v44) * afp(sq2);
afpvec8 m15 = (v51 - v52) * afp(sq2_d2) + (v53 - v54) * afp(sq2);

afpvec8 m20 = (v01 + v02) * afp(0.5) + (v03 + v04) * afp(2);
afpvec8 m21 = (v11 + v12) * afp(0.5) + (v13 + v14) * afp(2);
afpvec8 m22 = (v21 + v22) * afp(0.5) + (v23 + v24) * afp(2);
afpvec8 m23 = (v31 + v32) * afp(0.5) + (v33 + v34) * afp(2);
afpvec8 m24 = (v41 + v42) * afp(0.5) + (v43 + v44) * afp(2);
afpvec8 m25 = (v51 + v52) * afp(0.5) + (v53 + v54) * afp(2);

afpvec8 m30 = v05 + (v01 - v02) * afp(sq2_d4) + (v03 - v04) * afp(sq2_m2);
afpvec8 m31 = v15 + (v11 - v12) * afp(sq2_d4) + (v13 - v14) * afp(sq2_m2);
afpvec8 m32 = v25 + (v21 - v22) * afp(sq2_d4) + (v23 - v24) * afp(sq2_m2);
afpvec8 m33 = v35 + (v31 - v32) * afp(sq2_d4) + (v33 - v34) * afp(sq2_m2);
afpvec8 m34 = v45 + (v41 - v42) * afp(sq2_d4) + (v43 - v44) * afp(sq2_m2);
afpvec8 m35 = v55 + (v51 - v52) * afp(sq2_d4) + (v53 - v54) * afp(sq2_m2);

v00 = m00 + m01 + m02 + m03 + m04;
v10 = m10 + m11 + m12 + m13 + m14;
v20 = m20 + m21 + m22 + m23 + m24;
v30 = m30 + m31 + m32 + m33 + m34;

v01 = (m01 - m02) * afp(sq2_d2) + (m03 - m04) * afp(sq2);
v11 = (m11 - m12) * afp(sq2_d2) + (m13 - m14) * afp(sq2);
v21 = (m21 - m22) * afp(sq2_d2) + (m23 - m24) * afp(sq2);
v31 = (m31 - m32) * afp(sq2_d2) + (m33 - m34) * afp(sq2);

v02 = (m01 + m02) * afp(0.5) + (m03 + m04) * afp(2);
v12 = (m11 + m12) * afp(0.5) + (m13 + m14) * afp(2);
v22 = (m21 + m22) * afp(0.5) + (m23 + m24) * afp(2);
v32 = (m31 + m32) * afp(0.5) + (m33 + m34) * afp(2);

v03 = m05 + (m01 - m02) * afp(sq2_d4) + (m03 - m04) * afp(sq2_m2);
v13 = m15 + (m11 - m12) * afp(sq2_d4) + (m13 - m14) * afp(sq2_m2);
v23 = m25 + (m21 - m22) * afp(sq2_d4) + (m23 - m24) * afp(sq2_m2);
v33 = m35 + (m31 - m32) * afp(sq2_d4) + (m33 - m34) * afp(sq2_m2);

if (bias_term == 1)
{


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