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BLAS compatibility library #7

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BLAS compatibility library #7

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ChrisPattison
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We will want some integration tests for this, but it's probably more important to not have a huge diff piling up

@ChrisPattison
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ChrisPattison commented Dec 20, 2021

I've just added a unit test (currently failing) for SYRK although we probably don't want to run it with the regular unit tests because it requires a hardware kernel. Do you have any suggestions here?

@definelicht
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You can see what I did for GEMM, it's a test but not a unit test

@ChrisPattison
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There's a nice routine to search for the kernel at Apfp::FindKernel. It might be useful to reuse elsewhere, but I left it where it is for now

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There are still several unaddressed comments from last review. Did you miss them, or is it stuff you want to postpone?

interface/Apfp.h Outdated Show resolved Hide resolved
interface/ApfpBlas.cpp Outdated Show resolved Hide resolved
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interface/Apfp.cpp Outdated Show resolved Hide resolved
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const int k) {
#pragma HLS INLINE
ReadA_N:
for (int n1 = 0; n1 < kTileSizeN; ++n1) {
#pragma HLS PIPELINE II = 1
#pragma HLS LOOP_FLATTEN
DramLine num[1];
num[0] = mem[(n0 * kTileSizeN + n1) * size_k + k];
num[0] = mem[((n0 * kTileSizeN + n1) + k * size_n) * kLinesPerNumber];
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Suggested change
num[0] = mem[((n0 * kTileSizeN + n1) + k * size_n) * kLinesPerNumber];
num[0] = mem[k * size_n + n0 * kTileSizeN + n1];

@@ -19,7 +24,7 @@ void ReadAInner(DramLine const *const mem, hlslib::Stream<PackedFloat> &a_to_fee
for (int i = 0; i < kLinesPerNumber; ++i) {
#pragma HLS PIPELINE II = 1
#pragma HLS LOOP_FLATTEN
num[i] = mem[((n0 * kTileSizeN + n1) * size_k + k) * kLinesPerNumber + i];
num[i] = mem[((n0 * kTileSizeN + n1) + k * size_n) * kLinesPerNumber + i];
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Suggested change
num[i] = mem[((n0 * kTileSizeN + n1) + k * size_n) * kLinesPerNumber + i];
num[i] = mem[(k * size_n + n0 * kTileSizeN + n1) * kLinesPerNumber + i];

@@ -100,7 +105,7 @@ void ReadBInner(DramLine const *const mem, hlslib::Stream<PackedFloat> &b_to_fee
for (int i = 0; i < kLinesPerNumber; ++i) {
#pragma HLS PIPELINE II = 1
#pragma HLS LOOP_FLATTEN
num[i] = mem[(k * size_m + m0 * kTileSizeM + m1) * kLinesPerNumber + i];
num[i] = mem[(k + (m0 * kTileSizeM + m1) * size_k) * kLinesPerNumber + i];
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Suggested change
num[i] = mem[(k + (m0 * kTileSizeM + m1) * size_k) * kLinesPerNumber + i];
num[i] = mem[((m0 * kTileSizeM + m1) * size_k + k) * kLinesPerNumber + i];

const int k) {
#pragma HLS INLINE
ReadB_M:
for (int m1 = 0; m1 < kTileSizeM; ++m1) {
#pragma HLS PIPELINE II = 1
#pragma HLS LOOP_FLATTEN
DramLine num[1];
num[0] = mem[k * size_m + m0 * kTileSizeM + m1];
num[0] = mem[(k + (m0 * kTileSizeM + m1) * size_k) * kLinesPerNumber];
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Suggested change
num[0] = mem[(k + (m0 * kTileSizeM + m1) * size_k) * kLinesPerNumber];
num[0] = mem[(m0 * kTileSizeM + m1) * size_k + k];

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2 participants