2021-07-06 09:43:49 +00:00
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#include <metal_stdlib>
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2021-07-02 22:17:25 +00:00
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2021-07-06 09:43:49 +00:00
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using namespace metal;
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struct Uniforms {
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/* 0x0000 */ float tint_symbol;
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/* 0x0004 */ int8_t tint_pad[12];
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/* 0x0010 */ packed_int3 aShape;
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/* 0x001c */ int8_t tint_pad_1[4];
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/* 0x0020 */ packed_int3 bShape;
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/* 0x002c */ int8_t tint_pad_2[4];
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/* 0x0030 */ packed_int3 outShape;
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/* 0x003c */ int8_t tint_pad_3[4];
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/* 0x0040 */ packed_int2 outShapeStrides;
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};
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struct ssbOut {
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/* 0x0000 */ float result[1];
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};
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struct ssbA {
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/* 0x0000 */ float A[1];
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};
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struct ssbB {
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/* 0x0000 */ float B[1];
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};
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struct tint_array_wrapper_1 {
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float arr[64];
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};
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struct tint_array_wrapper {
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tint_array_wrapper_1 arr[64];
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};
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struct tint_array_wrapper_3 {
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float arr[1];
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};
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struct tint_array_wrapper_2 {
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tint_array_wrapper_3 arr[64];
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};
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struct tint_array_wrapper_4 {
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tint_array_wrapper_3 arr[1];
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};
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2021-07-02 22:17:25 +00:00
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2021-07-06 09:43:49 +00:00
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bool coordsInBounds_vi2_vi2_(thread int2* const coord, thread int2* const shape) {
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bool x_87 = false;
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bool x_88_phi = false;
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int2 const x_76 = *(coord);
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bool const x_81 = all((x_76 >= int2(0, 0)));
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x_88_phi = x_81;
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if (x_81) {
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int2 const x_84 = *(coord);
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int2 const x_85 = *(shape);
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x_87 = all((x_84 < x_85));
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x_88_phi = x_87;
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}
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bool const x_88 = x_88_phi;
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return x_88;
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}
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2021-07-02 22:17:25 +00:00
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2021-07-06 09:43:49 +00:00
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float mm_readA_i1_i1_(constant Uniforms& x_48, const device ssbA& x_165, thread int* const row, thread int* const col, thread int* const tint_symbol_5, thread int* const tint_symbol_6, thread int* const tint_symbol_7) {
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int batchASize = 0;
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int2 param_10 = 0;
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int2 param_11 = 0;
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float x_430 = 0.0f;
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int const x_417 = x_48.aShape.y;
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int const x_419 = x_48.aShape.z;
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batchASize = (x_417 * x_419);
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int const x_421 = *(row);
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int const x_422 = *(col);
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int const x_424 = *(tint_symbol_5);
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int const x_425 = *(tint_symbol_6);
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param_10 = int2(x_421, x_422);
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param_11 = int2(x_424, x_425);
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bool const x_429 = coordsInBounds_vi2_vi2_(&(param_10), &(param_11));
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if (x_429) {
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int const x_438 = *(tint_symbol_7);
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int const x_439 = batchASize;
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int const x_441 = *(row);
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int const x_442 = *(tint_symbol_6);
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int const x_445 = *(col);
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float const x_448 = x_165.A[(((x_438 * x_439) + (x_441 * x_442)) + x_445)];
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x_430 = x_448;
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} else {
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x_430 = 0.0f;
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}
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float const x_450 = x_430;
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return x_450;
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}
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2021-07-02 22:17:25 +00:00
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2021-07-06 09:43:49 +00:00
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float mm_readB_i1_i1_(constant Uniforms& x_48, const device ssbB& x_185, thread int* const row_1, thread int* const col_1, thread int* const tint_symbol_8, thread int* const tint_symbol_9, thread int* const tint_symbol_10) {
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int batchBSize = 0;
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int2 param_12 = 0;
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int2 param_13 = 0;
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float x_468 = 0.0f;
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int const x_455 = x_48.bShape.y;
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int const x_457 = x_48.bShape.z;
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batchBSize = (x_455 * x_457);
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int const x_459 = *(row_1);
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int const x_460 = *(col_1);
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int const x_462 = *(tint_symbol_8);
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int const x_463 = *(tint_symbol_9);
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param_12 = int2(x_459, x_460);
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param_13 = int2(x_462, x_463);
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bool const x_467 = coordsInBounds_vi2_vi2_(&(param_12), &(param_13));
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if (x_467) {
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int const x_475 = *(tint_symbol_10);
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int const x_476 = batchBSize;
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int const x_478 = *(row_1);
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int const x_479 = *(tint_symbol_9);
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int const x_482 = *(col_1);
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float const x_485 = x_185.B[(((x_475 * x_476) + (x_478 * x_479)) + x_482)];
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x_468 = x_485;
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} else {
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x_468 = 0.0f;
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}
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float const x_487 = x_468;
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return x_487;
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}
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2021-07-02 22:17:25 +00:00
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2021-07-06 09:43:49 +00:00
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int getOutputFlatIndex_vi3_(constant Uniforms& x_48, thread int3* const coords) {
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int3 const x_99 = *(coords);
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int const x_105 = x_48.outShapeStrides.x;
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int const x_107 = x_48.outShapeStrides.y;
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return int(dot(float3(x_99), float3(int3(x_105, x_107, 1))));
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}
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void setOutput_i1_f1_(device ssbOut& x_54, thread int* const flatIndex, thread float* const value) {
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int const x_95 = *(flatIndex);
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float const x_96 = *(value);
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x_54.result[x_95] = x_96;
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return;
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}
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void setOutput_i1_i1_i1_f1_(constant Uniforms& x_48, device ssbOut& x_54, thread int* const d0, thread int* const d1, thread int* const d2, thread float* const value_1) {
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int flatIndex_1 = 0;
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int3 param = 0;
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int param_1 = 0;
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float param_2 = 0.0f;
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int const x_115 = *(d0);
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int const x_116 = *(d1);
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int const x_117 = *(d2);
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param = int3(x_115, x_116, x_117);
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int const x_120 = getOutputFlatIndex_vi3_(x_48, &(param));
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flatIndex_1 = x_120;
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int const x_122 = flatIndex_1;
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param_1 = x_122;
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float const x_124 = *(value_1);
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param_2 = x_124;
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setOutput_i1_f1_(x_54, &(param_1), &(param_2));
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return;
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}
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void mm_write_i1_i1_f1_(constant Uniforms& x_48, device ssbOut& x_54, thread int* const row_2, thread int* const col_2, thread float* const value_2, thread int* const tint_symbol_11) {
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int3 outCoord = 0;
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int param_14 = 0;
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int param_15 = 0;
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int param_16 = 0;
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float param_17 = 0.0f;
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int const x_491 = *(tint_symbol_11);
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int const x_492 = *(row_2);
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int const x_493 = *(col_2);
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outCoord = int3(x_491, x_492, x_493);
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int const x_496 = *(tint_symbol_11);
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param_14 = x_496;
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int const x_498 = *(row_2);
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param_15 = x_498;
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int const x_500 = *(col_2);
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param_16 = x_500;
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float const x_502 = *(value_2);
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param_17 = x_502;
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setOutput_i1_i1_i1_f1_(x_48, x_54, &(param_14), &(param_15), &(param_16), &(param_17));
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return;
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}
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void mm_matMul_i1_i1_i1_(constant Uniforms& x_48, const device ssbA& x_165, const device ssbB& x_185, device ssbOut& x_54, thread int* const dimAOuter, thread int* const dimInner, thread int* const dimBOuter, thread uint3* const tint_symbol_12, thread uint3* const tint_symbol_13, thread int* const tint_symbol_14, thread int* const tint_symbol_15, thread int* const tint_symbol_16, threadgroup tint_array_wrapper* const tint_symbol_17, thread int* const tint_symbol_18, threadgroup tint_array_wrapper_2* const tint_symbol_19) {
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int tileRow = 0;
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int tileCol = 0;
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int globalRow = 0;
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int globalCol = 0;
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int numTiles = 0;
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int innerRow = 0;
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int innerCol = 0;
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tint_array_wrapper_4 acc = {};
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int tileColA = 0;
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int tileRowB = 0;
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int t = 0;
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int innerRow_1 = 0;
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int innerCol_1 = 0;
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int inputRow = 0;
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int inputCol = 0;
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int param_3 = 0;
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int param_4 = 0;
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int innerRow_2 = 0;
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int innerCol_2 = 0;
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int inputRow_1 = 0;
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int inputCol_1 = 0;
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int param_5 = 0;
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int param_6 = 0;
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int k = 0;
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int inner = 0;
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tint_array_wrapper_3 BCached = {};
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int innerRow_3 = 0;
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float ACached = 0.0f;
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int innerCol_3 = 0;
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int innerRow_4 = 0;
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int innerCol_4 = 0;
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int param_7 = 0;
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int param_8 = 0;
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float param_9 = 0.0f;
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uint const x_132 = (*(tint_symbol_12)).y;
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tileRow = (as_type<int>(x_132) * 1);
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uint const x_137 = (*(tint_symbol_12)).x;
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tileCol = (as_type<int>(x_137) * 1);
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uint const x_143 = (*(tint_symbol_13)).y;
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globalRow = (as_type<int>(x_143) * 1);
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uint const x_148 = (*(tint_symbol_13)).x;
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globalCol = (as_type<int>(x_148) * 1);
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int const x_152 = *(dimInner);
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numTiles = (((x_152 - 1) / 64) + 1);
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innerRow = 0;
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while (true) {
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int const x_163 = innerRow;
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if ((x_163 < 1)) {
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} else {
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break;
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}
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innerCol = 0;
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while (true) {
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int const x_171 = innerCol;
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if ((x_171 < 1)) {
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} else {
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break;
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}
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int const x_177 = innerRow;
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int const x_178 = innerCol;
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acc.arr[x_177].arr[x_178] = 0.0f;
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{
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int const x_181 = innerCol;
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innerCol = (x_181 + 1);
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}
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}
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{
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int const x_183 = innerRow;
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innerRow = (x_183 + 1);
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}
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}
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uint const x_187 = (*(tint_symbol_12)).x;
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tileColA = (as_type<int>(x_187) * 64);
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uint const x_192 = (*(tint_symbol_12)).y;
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tileRowB = (as_type<int>(x_192) * 1);
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t = 0;
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while (true) {
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int const x_201 = t;
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int const x_202 = numTiles;
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if ((x_201 < x_202)) {
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} else {
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break;
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}
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innerRow_1 = 0;
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while (true) {
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int const x_210 = innerRow_1;
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if ((x_210 < 1)) {
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} else {
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break;
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}
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innerCol_1 = 0;
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while (true) {
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int const x_218 = innerCol_1;
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if ((x_218 < 64)) {
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} else {
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break;
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}
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int const x_221 = tileRow;
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int const x_222 = innerRow_1;
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inputRow = (x_221 + x_222);
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int const x_225 = tileColA;
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int const x_226 = innerCol_1;
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inputCol = (x_225 + x_226);
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int const x_233 = inputRow;
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int const x_234 = inputCol;
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int const x_235 = globalRow;
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int const x_236 = innerRow_1;
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int const x_238 = t;
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int const x_240 = inputCol;
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param_3 = (x_235 + x_236);
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param_4 = ((x_238 * 64) + x_240);
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float const x_244 = mm_readA_i1_i1_(x_48, x_165, &(param_3), &(param_4), tint_symbol_14, tint_symbol_15, tint_symbol_16);
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(*(tint_symbol_17)).arr[x_233].arr[x_234] = x_244;
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{
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int const x_247 = innerCol_1;
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innerCol_1 = (x_247 + 1);
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}
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}
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{
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int const x_249 = innerRow_1;
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innerRow_1 = (x_249 + 1);
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}
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}
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innerRow_2 = 0;
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while (true) {
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int const x_257 = innerRow_2;
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if ((x_257 < 1)) {
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} else {
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break;
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}
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innerCol_2 = 0;
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while (true) {
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int const x_265 = innerCol_2;
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if ((x_265 < 1)) {
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} else {
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break;
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}
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int const x_268 = tileRowB;
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int const x_269 = innerRow_2;
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inputRow_1 = (x_268 + x_269);
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int const x_272 = tileCol;
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int const x_273 = innerCol_2;
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inputCol_1 = (x_272 + x_273);
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int const x_278 = inputRow_1;
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int const x_279 = inputCol_1;
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int const x_280 = t;
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int const x_282 = inputRow_1;
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int const x_284 = globalCol;
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int const x_285 = innerCol_2;
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param_5 = ((x_280 * 64) + x_282);
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param_6 = (x_284 + x_285);
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float const x_289 = mm_readB_i1_i1_(x_48, x_185, &(param_5), &(param_6), tint_symbol_15, tint_symbol_18, tint_symbol_16);
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(*(tint_symbol_19)).arr[x_278].arr[x_279] = x_289;
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|
|
|
{
|
|
|
|
int const x_291 = innerCol_2;
|
|
|
|
innerCol_2 = (x_291 + 1);
|
|
|
|
}
|
|
|
|
}
|
|
|
|
{
|
|
|
|
int const x_293 = innerRow_2;
|
|
|
|
innerRow_2 = (x_293 + 1);
|
|
|
|
}
|
|
|
|
}
|
|
|
|
threadgroup_barrier(mem_flags::mem_threadgroup);
|
|
|
|
k = 0;
|
|
|
|
while (true) {
|
|
|
|
int const x_302 = k;
|
|
|
|
if ((x_302 < 64)) {
|
|
|
|
} else {
|
|
|
|
break;
|
|
|
|
}
|
|
|
|
inner = 0;
|
|
|
|
while (true) {
|
|
|
|
int const x_310 = inner;
|
|
|
|
if ((x_310 < 1)) {
|
|
|
|
} else {
|
|
|
|
break;
|
|
|
|
}
|
|
|
|
int const x_314 = inner;
|
|
|
|
int const x_315 = k;
|
|
|
|
int const x_316 = tileCol;
|
|
|
|
int const x_317 = inner;
|
|
|
|
float const x_320 = (*(tint_symbol_19)).arr[x_315].arr[(x_316 + x_317)];
|
|
|
|
BCached.arr[x_314] = x_320;
|
|
|
|
{
|
|
|
|
int const x_322 = inner;
|
|
|
|
inner = (x_322 + 1);
|
|
|
|
}
|
|
|
|
}
|
|
|
|
innerRow_3 = 0;
|
|
|
|
while (true) {
|
|
|
|
int const x_330 = innerRow_3;
|
|
|
|
if ((x_330 < 1)) {
|
|
|
|
} else {
|
|
|
|
break;
|
|
|
|
}
|
|
|
|
int const x_333 = tileRow;
|
|
|
|
int const x_334 = innerRow_3;
|
|
|
|
int const x_336 = k;
|
|
|
|
float const x_338 = (*(tint_symbol_17)).arr[(x_333 + x_334)].arr[x_336];
|
|
|
|
ACached = x_338;
|
|
|
|
innerCol_3 = 0;
|
|
|
|
while (true) {
|
|
|
|
int const x_345 = innerCol_3;
|
|
|
|
if ((x_345 < 1)) {
|
|
|
|
} else {
|
|
|
|
break;
|
|
|
|
}
|
|
|
|
int const x_347 = innerRow_3;
|
|
|
|
int const x_348 = innerCol_3;
|
|
|
|
float const x_349 = ACached;
|
|
|
|
int const x_350 = innerCol_3;
|
|
|
|
float const x_352 = BCached.arr[x_350];
|
|
|
|
float const x_355 = acc.arr[x_347].arr[x_348];
|
|
|
|
acc.arr[x_347].arr[x_348] = (x_355 + (x_349 * x_352));
|
|
|
|
{
|
|
|
|
int const x_358 = innerCol_3;
|
|
|
|
innerCol_3 = (x_358 + 1);
|
|
|
|
}
|
|
|
|
}
|
|
|
|
{
|
|
|
|
int const x_360 = innerRow_3;
|
|
|
|
innerRow_3 = (x_360 + 1);
|
|
|
|
}
|
|
|
|
}
|
|
|
|
{
|
|
|
|
int const x_362 = k;
|
|
|
|
k = (x_362 + 1);
|
|
|
|
}
|
|
|
|
}
|
|
|
|
threadgroup_barrier(mem_flags::mem_threadgroup);
|
|
|
|
{
|
|
|
|
int const x_364 = t;
|
|
|
|
t = (x_364 + 1);
|
|
|
|
}
|
|
|
|
}
|
|
|
|
innerRow_4 = 0;
|
|
|
|
while (true) {
|
|
|
|
int const x_372 = innerRow_4;
|
|
|
|
if ((x_372 < 1)) {
|
|
|
|
} else {
|
|
|
|
break;
|
|
|
|
}
|
|
|
|
innerCol_4 = 0;
|
|
|
|
while (true) {
|
|
|
|
bool x_393 = false;
|
|
|
|
bool x_394_phi = false;
|
|
|
|
int const x_380 = innerCol_4;
|
|
|
|
if ((x_380 < 1)) {
|
|
|
|
} else {
|
|
|
|
break;
|
|
|
|
}
|
|
|
|
int const x_382 = globalCol;
|
|
|
|
int const x_383 = innerCol_4;
|
|
|
|
int const x_385 = *(dimBOuter);
|
|
|
|
bool const x_386 = ((x_382 + x_383) < x_385);
|
|
|
|
x_394_phi = x_386;
|
|
|
|
if (x_386) {
|
|
|
|
int const x_389 = globalRow;
|
|
|
|
int const x_390 = innerRow_4;
|
|
|
|
int const x_392 = *(dimAOuter);
|
|
|
|
x_393 = ((x_389 + x_390) < x_392);
|
|
|
|
x_394_phi = x_393;
|
|
|
|
}
|
|
|
|
bool const x_394 = x_394_phi;
|
|
|
|
if (x_394) {
|
|
|
|
int const x_397 = globalRow;
|
|
|
|
int const x_398 = innerRow_4;
|
|
|
|
int const x_400 = globalCol;
|
|
|
|
int const x_401 = innerCol_4;
|
|
|
|
int const x_403 = innerRow_4;
|
|
|
|
int const x_404 = innerCol_4;
|
|
|
|
param_7 = (x_397 + x_398);
|
|
|
|
param_8 = (x_400 + x_401);
|
|
|
|
float const x_409 = acc.arr[x_403].arr[x_404];
|
|
|
|
param_9 = x_409;
|
|
|
|
mm_write_i1_i1_f1_(x_48, x_54, &(param_7), &(param_8), &(param_9), tint_symbol_16);
|
|
|
|
}
|
|
|
|
{
|
|
|
|
int const x_411 = innerCol_4;
|
|
|
|
innerCol_4 = (x_411 + 1);
|
|
|
|
}
|
|
|
|
}
|
|
|
|
{
|
|
|
|
int const x_413 = innerRow_4;
|
|
|
|
innerRow_4 = (x_413 + 1);
|
|
|
|
}
|
|
|
|
}
|
|
|
|
return;
|
|
|
|
}
|
|
|
|
|
|
|
|
void main_1(constant Uniforms& x_48, const device ssbA& x_165, const device ssbB& x_185, device ssbOut& x_54, thread int* const tint_symbol_20, thread int* const tint_symbol_21, thread int* const tint_symbol_22, thread uint3* const tint_symbol_23, thread int* const tint_symbol_24, thread uint3* const tint_symbol_25, threadgroup tint_array_wrapper* const tint_symbol_26, threadgroup tint_array_wrapper_2* const tint_symbol_27) {
|
|
|
|
int param_18 = 0;
|
|
|
|
int param_19 = 0;
|
|
|
|
int param_20 = 0;
|
|
|
|
int const x_67 = x_48.aShape.y;
|
|
|
|
*(tint_symbol_20) = x_67;
|
|
|
|
int const x_71 = x_48.aShape.z;
|
|
|
|
*(tint_symbol_21) = x_71;
|
|
|
|
int const x_75 = x_48.bShape.z;
|
|
|
|
*(tint_symbol_22) = x_75;
|
|
|
|
uint const x_505 = (*(tint_symbol_23)).z;
|
|
|
|
*(tint_symbol_24) = as_type<int>(x_505);
|
|
|
|
int const x_508 = *(tint_symbol_20);
|
|
|
|
param_18 = x_508;
|
|
|
|
int const x_510 = *(tint_symbol_21);
|
|
|
|
param_19 = x_510;
|
|
|
|
int const x_512 = *(tint_symbol_22);
|
|
|
|
param_20 = x_512;
|
|
|
|
mm_matMul_i1_i1_i1_(x_48, x_165, x_185, x_54, &(param_18), &(param_19), &(param_20), tint_symbol_25, tint_symbol_23, tint_symbol_20, tint_symbol_21, tint_symbol_24, tint_symbol_26, tint_symbol_22, tint_symbol_27);
|
|
|
|
return;
|
|
|
|
}
|
|
|
|
|
|
|
|
kernel void tint_symbol_1(uint3 gl_LocalInvocationID_param [[thread_position_in_threadgroup]], uint3 gl_GlobalInvocationID_param [[thread_position_in_grid]], uint local_invocation_index [[thread_index_in_threadgroup]], constant Uniforms& x_48 [[buffer(3)]], const device ssbA& x_165 [[buffer(1)]], const device ssbB& x_185 [[buffer(2)]], device ssbOut& x_54 [[buffer(0)]]) {
|
|
|
|
threadgroup tint_array_wrapper tint_symbol_28;
|
|
|
|
threadgroup tint_array_wrapper_2 tint_symbol_29;
|
|
|
|
thread uint3 tint_symbol_30 = 0u;
|
|
|
|
thread uint3 tint_symbol_31 = 0u;
|
|
|
|
thread int tint_symbol_32 = 0;
|
|
|
|
thread int tint_symbol_33 = 0;
|
|
|
|
thread int tint_symbol_34 = 0;
|
|
|
|
thread int tint_symbol_35 = 0;
|
2021-07-02 22:17:25 +00:00
|
|
|
if ((local_invocation_index == 0u)) {
|
2021-07-06 09:43:49 +00:00
|
|
|
tint_array_wrapper const tint_symbol_3 = {.arr={}};
|
|
|
|
tint_symbol_28 = tint_symbol_3;
|
|
|
|
tint_array_wrapper_2 const tint_symbol_4 = {.arr={}};
|
|
|
|
tint_symbol_29 = tint_symbol_4;
|
|
|
|
}
|
|
|
|
threadgroup_barrier(mem_flags::mem_threadgroup);
|
|
|
|
tint_symbol_30 = gl_LocalInvocationID_param;
|
|
|
|
tint_symbol_31 = gl_GlobalInvocationID_param;
|
|
|
|
main_1(x_48, x_165, x_185, x_54, &(tint_symbol_32), &(tint_symbol_33), &(tint_symbol_34), &(tint_symbol_31), &(tint_symbol_35), &(tint_symbol_30), &(tint_symbol_28), &(tint_symbol_29));
|
|
|
|
return;
|
|
|
|
}
|
|
|
|
|