| #version 450 core |
| #extension GL_KHR_memory_scope_semantics : enable |
| #extension GL_KHR_cooperative_matrix : enable |
| #extension GL_EXT_shader_explicit_arithmetic_types : enable |
| #extension GL_NV_cooperative_matrix2 : enable
|
| |
| layout (local_size_x = 64, local_size_y = 1, local_size_z = 1) in; |
|
|
| buffer BufType {
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| float16_t x[];
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| } Buf; |
|
|
| uint32_t addr(const in uint32_t x, const in uint32_t y) {
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| return y*64+x;
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| }
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|
|
| uint32_t foo() { return 124; }
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|
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| float16_t relu(const in uint32_t row, const in uint32_t col, const in float16_t x) { return max(x, float16_t(0)); }
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| |
| float16_t add(const in uint32_t row, const in uint32_t col, const in float16_t x, const in float16_t y) { return x+y; }
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|
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| float16_t combineSum(const in float16_t a, const in float16_t b) { return a + b; }
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| float16_t combineMax(const in float16_t a, const in float16_t b) { return max(a, b); }
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|
|
| layout(constant_id = 0) const uint32_t Dim = 32;
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|
|
| void main() |
| {
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| coopmat<float16_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseA> A;
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| coopmat<float16_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseB> B;
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| coopmat<float16_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseAccumulator> Acc;
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|
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| A = coopmat<float16_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseA>(Acc); |
| B = coopmat<float16_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseB>(Acc);
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|
|
| coopmat<float16_t, gl_ScopeWorkgroup, 32, 64, gl_MatrixUseB> tr;
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|
|
| coopMatTransposeNV(tr, Acc);
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|
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| coopMatReduceNV(Acc, Acc, gl_CooperativeMatrixReduceRowNV, combineSum);
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| coopMatReduceNV(Acc, Acc, gl_CooperativeMatrixReduceColumnNV, combineSum);
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| coopMatReduceNV(Acc, Acc, gl_CooperativeMatrixReduceRowAndColumnNV, combineSum);
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|
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| coopmat<float16_t, gl_ScopeWorkgroup, 32, 16, gl_MatrixUseAccumulator> Acc2x2;
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| coopMatReduceNV(Acc2x2, Acc, gl_CooperativeMatrixReduce2x2NV, combineMax);
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|
|
| //coopMatLoadTensorNV(A, Buf.x, foo(), addr);
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| //coopMatStoreTensorNV(A, Buf.x, foo(), addr);
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|
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| coopMatPerElementNV(Acc, Acc, relu);
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| coopMatPerElementNV(Acc, Acc, add, float16_t(1.0));
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|
|
| coopmat<float16_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseAccumulator> Accf16;
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| coopmat<float32_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseAccumulator> Accf32;
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| coopmat<uint32_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseAccumulator> Accu32;
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| coopmat<int32_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseAccumulator> Accs32;
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|
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| coopmat<uint8_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseA>(Accu32);
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| coopmat<int8_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseA>(Accu32);
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| coopmat<float16_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseA>(Accu32);
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|
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| coopmat<uint8_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseA>(Accs32);
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| coopmat<int8_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseA>(Accs32);
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| coopmat<float16_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseA>(Accs32);
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|
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| coopmat<uint8_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseA>(Accf16);
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| coopmat<int8_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseA>(Accf16);
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| coopmat<float16_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseA>(Accf16);
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|
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| coopmat<uint8_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseA>(Accf32);
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| coopmat<int8_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseA>(Accf32);
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| coopmat<float16_t, gl_ScopeWorkgroup, 64, 32, gl_MatrixUseA>(Accf32);
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|
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| coopmat<float, gl_ScopeWorkgroup, Dim, Dim, gl_MatrixUseAccumulator> li, mijm1;
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| mijm1 = coopmat<float, gl_ScopeWorkgroup, Dim, Dim, gl_MatrixUseAccumulator>(-1.0/0.0);
|
| } |