| struct Uniforms { |
| NAN : f32; |
| @size(12) |
| padding : u32; |
| aShape : vec3<i32>; |
| @size(4) |
| padding_1 : u32; |
| bShape : vec3<i32>; |
| @size(4) |
| padding_2 : u32; |
| outShape : vec3<i32>; |
| @size(4) |
| padding_3 : u32; |
| outShapeStrides : vec2<i32>; |
| } |
| |
| type RTArr = array<f32>; |
| |
| type RTArr_1 = array<f32>; |
| |
| struct ssbOut { |
| result : RTArr_1; |
| } |
| |
| type RTArr_2 = array<f32>; |
| |
| struct ssbA { |
| A : RTArr_1; |
| } |
| |
| struct ssbB { |
| B : RTArr_1; |
| } |
| |
| var<private> dimAOuter_1 : i32; |
| |
| @group(0) @binding(3) var<uniform> x_48 : Uniforms; |
| |
| var<private> dimInner_1 : i32; |
| |
| var<private> dimBOuter_1 : i32; |
| |
| @group(0) @binding(0) var<storage, read_write> x_54 : ssbOut; |
| |
| var<private> gl_LocalInvocationID : vec3<u32>; |
| |
| var<private> gl_GlobalInvocationID : vec3<u32>; |
| |
| var<workgroup> mm_Asub : array<array<f32, 64u>, 64u>; |
| |
| var<workgroup> mm_Bsub : array<array<f32, 1u>, 64u>; |
| |
| @group(0) @binding(1) var<storage, read> x_165 : ssbA; |
| |
| var<private> batch : i32; |
| |
| @group(0) @binding(2) var<storage, read> x_185 : ssbB; |
| |
| fn coordsInBounds_vi2_vi2_(coord : ptr<function, vec2<i32>>, shape : ptr<function, vec2<i32>>) -> bool { |
| var x_87 : bool; |
| var x_88_phi : bool; |
| let x_76 : vec2<i32> = *(coord); |
| let x_81 : bool = all((x_76 >= vec2<i32>(0, 0))); |
| x_88_phi = x_81; |
| if (x_81) { |
| let x_84 : vec2<i32> = *(coord); |
| let x_85 : vec2<i32> = *(shape); |
| x_87 = all((x_84 < x_85)); |
| x_88_phi = x_87; |
| } |
| let x_88 : bool = x_88_phi; |
| return x_88; |
| } |
| |
| fn mm_readA_i1_i1_(row : ptr<function, i32>, col : ptr<function, i32>) -> f32 { |
| var batchASize : i32; |
| var param_10 : vec2<i32>; |
| var param_11 : vec2<i32>; |
| var x_430 : f32; |
| let x_417 : i32 = x_48.aShape.y; |
| let x_419 : i32 = x_48.aShape.z; |
| batchASize = (x_417 * x_419); |
| let x_421 : i32 = *(row); |
| let x_422 : i32 = *(col); |
| let x_424 : i32 = dimAOuter_1; |
| let x_425 : i32 = dimInner_1; |
| param_10 = vec2<i32>(x_421, x_422); |
| param_11 = vec2<i32>(x_424, x_425); |
| let x_429 : bool = coordsInBounds_vi2_vi2_(&(param_10), &(param_11)); |
| if (x_429) { |
| let x_438 : i32 = batch; |
| let x_439 : i32 = batchASize; |
| let x_441 : i32 = *(row); |
| let x_442 : i32 = dimInner_1; |
| let x_445 : i32 = *(col); |
| let x_448 : f32 = x_165.A[(((x_438 * x_439) + (x_441 * x_442)) + x_445)]; |
| x_430 = x_448; |
| } else { |
| x_430 = 0.0; |
| } |
| let x_450 : f32 = x_430; |
| return x_450; |
| } |
| |
| fn mm_readB_i1_i1_(row_1 : ptr<function, i32>, col_1 : ptr<function, i32>) -> f32 { |
| var batchBSize : i32; |
| var param_12 : vec2<i32>; |
| var param_13 : vec2<i32>; |
| var x_468 : f32; |
| let x_455 : i32 = x_48.bShape.y; |
| let x_457 : i32 = x_48.bShape.z; |
| batchBSize = (x_455 * x_457); |
| let x_459 : i32 = *(row_1); |
| let x_460 : i32 = *(col_1); |
| let x_462 : i32 = dimInner_1; |
| let x_463 : i32 = dimBOuter_1; |
| param_12 = vec2<i32>(x_459, x_460); |
| param_13 = vec2<i32>(x_462, x_463); |
| let x_467 : bool = coordsInBounds_vi2_vi2_(&(param_12), &(param_13)); |
| if (x_467) { |
| let x_475 : i32 = batch; |
| let x_476 : i32 = batchBSize; |
| let x_478 : i32 = *(row_1); |
| let x_479 : i32 = dimBOuter_1; |
| let x_482 : i32 = *(col_1); |
| let x_485 : f32 = x_185.B[(((x_475 * x_476) + (x_478 * x_479)) + x_482)]; |
| x_468 = x_485; |
| } else { |
| x_468 = 0.0; |
| } |
| let x_487 : f32 = x_468; |
| return x_487; |
| } |
| |
| fn getOutputFlatIndex_vi3_(coords : ptr<function, vec3<i32>>) -> i32 { |
| let x_99 : vec3<i32> = *(coords); |
| let x_105 : i32 = x_48.outShapeStrides.x; |
| let x_107 : i32 = x_48.outShapeStrides.y; |
| return i32(dot(vec3<f32>(x_99), vec3<f32>(vec3<i32>(x_105, x_107, 1)))); |
| } |
| |
| fn setOutput_i1_f1_(flatIndex : ptr<function, i32>, value : ptr<function, f32>) { |
| let x_95 : i32 = *(flatIndex); |
| let x_96 : f32 = *(value); |
| x_54.result[x_95] = x_96; |
| return; |
| } |
| |
| fn setOutput_i1_i1_i1_f1_(d0 : ptr<function, i32>, d1 : ptr<function, i32>, d2 : ptr<function, i32>, value_1 : ptr<function, f32>) { |
| var flatIndex_1 : i32; |
| var param : vec3<i32>; |
| var param_1 : i32; |
| var param_2 : f32; |
| let x_115 : i32 = *(d0); |
| let x_116 : i32 = *(d1); |
| let x_117 : i32 = *(d2); |
| param = vec3<i32>(x_115, x_116, x_117); |
| let x_120 : i32 = getOutputFlatIndex_vi3_(&(param)); |
| flatIndex_1 = x_120; |
| let x_122 : i32 = flatIndex_1; |
| param_1 = x_122; |
| let x_124 : f32 = *(value_1); |
| param_2 = x_124; |
| setOutput_i1_f1_(&(param_1), &(param_2)); |
| return; |
| } |
| |
| fn mm_write_i1_i1_f1_(row_2 : ptr<function, i32>, col_2 : ptr<function, i32>, value_2 : ptr<function, f32>) { |
| var outCoord : vec3<i32>; |
| var param_14 : i32; |
| var param_15 : i32; |
| var param_16 : i32; |
| var param_17 : f32; |
| let x_491 : i32 = batch; |
| let x_492 : i32 = *(row_2); |
| let x_493 : i32 = *(col_2); |
| outCoord = vec3<i32>(x_491, x_492, x_493); |
| let x_496 : i32 = batch; |
| param_14 = x_496; |
| let x_498 : i32 = *(row_2); |
| param_15 = x_498; |
| let x_500 : i32 = *(col_2); |
| param_16 = x_500; |
| let x_502 : f32 = *(value_2); |
| param_17 = x_502; |
| setOutput_i1_i1_i1_f1_(&(param_14), &(param_15), &(param_16), &(param_17)); |
| return; |
| } |
| |
| fn mm_matMul_i1_i1_i1_(dimAOuter : ptr<function, i32>, dimInner : ptr<function, i32>, dimBOuter : ptr<function, i32>) { |
| var tileRow : i32; |
| var tileCol : i32; |
| var globalRow : i32; |
| var globalCol : i32; |
| var numTiles : i32; |
| var innerRow : i32; |
| var innerCol : i32; |
| var acc : array<array<f32, 1u>, 1u>; |
| var tileColA : i32; |
| var tileRowB : i32; |
| var t : i32; |
| var innerRow_1 : i32; |
| var innerCol_1 : i32; |
| var inputRow : i32; |
| var inputCol : i32; |
| var param_3 : i32; |
| var param_4 : i32; |
| var innerRow_2 : i32; |
| var innerCol_2 : i32; |
| var inputRow_1 : i32; |
| var inputCol_1 : i32; |
| var param_5 : i32; |
| var param_6 : i32; |
| var k : i32; |
| var inner : i32; |
| var BCached : array<f32, 1u>; |
| var innerRow_3 : i32; |
| var ACached : f32; |
| var innerCol_3 : i32; |
| var innerRow_4 : i32; |
| var innerCol_4 : i32; |
| var param_7 : i32; |
| var param_8 : i32; |
| var param_9 : f32; |
| let x_132 : u32 = gl_LocalInvocationID.y; |
| tileRow = (bitcast<i32>(x_132) * 1); |
| let x_137 : u32 = gl_LocalInvocationID.x; |
| tileCol = (bitcast<i32>(x_137) * 1); |
| let x_143 : u32 = gl_GlobalInvocationID.y; |
| globalRow = (bitcast<i32>(x_143) * 1); |
| let x_148 : u32 = gl_GlobalInvocationID.x; |
| globalCol = (bitcast<i32>(x_148) * 1); |
| let x_152 : i32 = *(dimInner); |
| numTiles = (((x_152 - 1) / 64) + 1); |
| innerRow = 0; |
| loop { |
| let x_163 : i32 = innerRow; |
| if ((x_163 < 1)) { |
| } else { |
| break; |
| } |
| innerCol = 0; |
| loop { |
| let x_171 : i32 = innerCol; |
| if ((x_171 < 1)) { |
| } else { |
| break; |
| } |
| let x_177 : i32 = innerRow; |
| let x_178 : i32 = innerCol; |
| acc[x_177][x_178] = 0.0; |
| |
| continuing { |
| let x_181 : i32 = innerCol; |
| innerCol = (x_181 + 1); |
| } |
| } |
| |
| continuing { |
| let x_183 : i32 = innerRow; |
| innerRow = (x_183 + 1); |
| } |
| } |
| let x_187 : u32 = gl_LocalInvocationID.x; |
| tileColA = (bitcast<i32>(x_187) * 64); |
| let x_192 : u32 = gl_LocalInvocationID.y; |
| tileRowB = (bitcast<i32>(x_192) * 1); |
| t = 0; |
| loop { |
| let x_201 : i32 = t; |
| let x_202 : i32 = numTiles; |
| if ((x_201 < x_202)) { |
| } else { |
| break; |
| } |
| innerRow_1 = 0; |
| loop { |
| let x_210 : i32 = innerRow_1; |
| if ((x_210 < 1)) { |
| } else { |
| break; |
| } |
| innerCol_1 = 0; |
| loop { |
| let x_218 : i32 = innerCol_1; |
| if ((x_218 < 64)) { |
| } else { |
| break; |
| } |
| let x_221 : i32 = tileRow; |
| let x_222 : i32 = innerRow_1; |
| inputRow = (x_221 + x_222); |
| let x_225 : i32 = tileColA; |
| let x_226 : i32 = innerCol_1; |
| inputCol = (x_225 + x_226); |
| let x_233 : i32 = inputRow; |
| let x_234 : i32 = inputCol; |
| let x_235 : i32 = globalRow; |
| let x_236 : i32 = innerRow_1; |
| let x_238 : i32 = t; |
| let x_240 : i32 = inputCol; |
| param_3 = (x_235 + x_236); |
| param_4 = ((x_238 * 64) + x_240); |
| let x_244 : f32 = mm_readA_i1_i1_(&(param_3), &(param_4)); |
| mm_Asub[x_233][x_234] = x_244; |
| |
| continuing { |
| let x_247 : i32 = innerCol_1; |
| innerCol_1 = (x_247 + 1); |
| } |
| } |
| |
| continuing { |
| let x_249 : i32 = innerRow_1; |
| innerRow_1 = (x_249 + 1); |
| } |
| } |
| innerRow_2 = 0; |
| loop { |
| let x_257 : i32 = innerRow_2; |
| if ((x_257 < 1)) { |
| } else { |
| break; |
| } |
| innerCol_2 = 0; |
| loop { |
| let x_265 : i32 = innerCol_2; |
| if ((x_265 < 1)) { |
| } else { |
| break; |
| } |
| let x_268 : i32 = tileRowB; |
| let x_269 : i32 = innerRow_2; |
| inputRow_1 = (x_268 + x_269); |
| let x_272 : i32 = tileCol; |
| let x_273 : i32 = innerCol_2; |
| inputCol_1 = (x_272 + x_273); |
| let x_278 : i32 = inputRow_1; |
| let x_279 : i32 = inputCol_1; |
| let x_280 : i32 = t; |
| let x_282 : i32 = inputRow_1; |
| let x_284 : i32 = globalCol; |
| let x_285 : i32 = innerCol_2; |
| param_5 = ((x_280 * 64) + x_282); |
| param_6 = (x_284 + x_285); |
| let x_289 : f32 = mm_readB_i1_i1_(&(param_5), &(param_6)); |
| mm_Bsub[x_278][x_279] = x_289; |
| |
| continuing { |
| let x_291 : i32 = innerCol_2; |
| innerCol_2 = (x_291 + 1); |
| } |
| } |
| |
| continuing { |
| let x_293 : i32 = innerRow_2; |
| innerRow_2 = (x_293 + 1); |
| } |
| } |
| workgroupBarrier(); |
| k = 0; |
| loop { |
| let x_302 : i32 = k; |
| if ((x_302 < 64)) { |
| } else { |
| break; |
| } |
| inner = 0; |
| loop { |
| let x_310 : i32 = inner; |
| if ((x_310 < 1)) { |
| } else { |
| break; |
| } |
| let x_314 : i32 = inner; |
| let x_315 : i32 = k; |
| let x_316 : i32 = tileCol; |
| let x_317 : i32 = inner; |
| let x_320 : f32 = mm_Bsub[x_315][(x_316 + x_317)]; |
| BCached[x_314] = x_320; |
| |
| continuing { |
| let x_322 : i32 = inner; |
| inner = (x_322 + 1); |
| } |
| } |
| innerRow_3 = 0; |
| loop { |
| let x_330 : i32 = innerRow_3; |
| if ((x_330 < 1)) { |
| } else { |
| break; |
| } |
| let x_333 : i32 = tileRow; |
| let x_334 : i32 = innerRow_3; |
| let x_336 : i32 = k; |
| let x_338 : f32 = mm_Asub[(x_333 + x_334)][x_336]; |
| ACached = x_338; |
| innerCol_3 = 0; |
| loop { |
| let x_345 : i32 = innerCol_3; |
| if ((x_345 < 1)) { |
| } else { |
| break; |
| } |
| let x_347 : i32 = innerRow_3; |
| let x_348 : i32 = innerCol_3; |
| let x_349 : f32 = ACached; |
| let x_350 : i32 = innerCol_3; |
| let x_352 : f32 = BCached[x_350]; |
| let x_355 : f32 = acc[x_347][x_348]; |
| acc[x_347][x_348] = (x_355 + (x_349 * x_352)); |
| |
| continuing { |
| let x_358 : i32 = innerCol_3; |
| innerCol_3 = (x_358 + 1); |
| } |
| } |
| |
| continuing { |
| let x_360 : i32 = innerRow_3; |
| innerRow_3 = (x_360 + 1); |
| } |
| } |
| |
| continuing { |
| let x_362 : i32 = k; |
| k = (x_362 + 1); |
| } |
| } |
| workgroupBarrier(); |
| |
| continuing { |
| let x_364 : i32 = t; |
| t = (x_364 + 1); |
| } |
| } |
| innerRow_4 = 0; |
| loop { |
| let x_372 : i32 = innerRow_4; |
| if ((x_372 < 1)) { |
| } else { |
| break; |
| } |
| innerCol_4 = 0; |
| loop { |
| var x_393 : bool; |
| var x_394_phi : bool; |
| let x_380 : i32 = innerCol_4; |
| if ((x_380 < 1)) { |
| } else { |
| break; |
| } |
| let x_382 : i32 = globalCol; |
| let x_383 : i32 = innerCol_4; |
| let x_385 : i32 = *(dimBOuter); |
| let x_386 : bool = ((x_382 + x_383) < x_385); |
| x_394_phi = x_386; |
| if (x_386) { |
| let x_389 : i32 = globalRow; |
| let x_390 : i32 = innerRow_4; |
| let x_392 : i32 = *(dimAOuter); |
| x_393 = ((x_389 + x_390) < x_392); |
| x_394_phi = x_393; |
| } |
| let x_394 : bool = x_394_phi; |
| if (x_394) { |
| let x_397 : i32 = globalRow; |
| let x_398 : i32 = innerRow_4; |
| let x_400 : i32 = globalCol; |
| let x_401 : i32 = innerCol_4; |
| let x_403 : i32 = innerRow_4; |
| let x_404 : i32 = innerCol_4; |
| param_7 = (x_397 + x_398); |
| param_8 = (x_400 + x_401); |
| let x_409 : f32 = acc[x_403][x_404]; |
| param_9 = x_409; |
| mm_write_i1_i1_f1_(&(param_7), &(param_8), &(param_9)); |
| } |
| |
| continuing { |
| let x_411 : i32 = innerCol_4; |
| innerCol_4 = (x_411 + 1); |
| } |
| } |
| |
| continuing { |
| let x_413 : i32 = innerRow_4; |
| innerRow_4 = (x_413 + 1); |
| } |
| } |
| return; |
| } |
| |
| fn main_1() { |
| var param_18 : i32; |
| var param_19 : i32; |
| var param_20 : i32; |
| let x_67 : i32 = x_48.aShape.y; |
| dimAOuter_1 = x_67; |
| let x_71 : i32 = x_48.aShape.z; |
| dimInner_1 = x_71; |
| let x_75 : i32 = x_48.bShape.z; |
| dimBOuter_1 = x_75; |
| let x_505 : u32 = gl_GlobalInvocationID.z; |
| batch = bitcast<i32>(x_505); |
| let x_508 : i32 = dimAOuter_1; |
| param_18 = x_508; |
| let x_510 : i32 = dimInner_1; |
| param_19 = x_510; |
| let x_512 : i32 = dimBOuter_1; |
| param_20 = x_512; |
| mm_matMul_i1_i1_i1_(&(param_18), &(param_19), &(param_20)); |
| return; |
| } |
| |
| @stage(compute) @workgroup_size(1, 64, 1) |
| fn main(@builtin(local_invocation_id) gl_LocalInvocationID_param : vec3<u32>, @builtin(global_invocation_id) gl_GlobalInvocationID_param : vec3<u32>) { |
| gl_LocalInvocationID = gl_LocalInvocationID_param; |
| gl_GlobalInvocationID = gl_GlobalInvocationID_param; |
| main_1(); |
| } |
