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pass non-swizzled gemm.
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KuangjuX committed Feb 18, 2025
1 parent e0aa3d7 commit 3d84ebf
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Showing 2 changed files with 52 additions and 18 deletions.
22 changes: 21 additions & 1 deletion tests/cpp/cell/test_gemm.cu
Original file line number Diff line number Diff line change
Expand Up @@ -122,7 +122,8 @@ struct TestTraits {

/// == 2. configure tile transfer between global and shared using CuTe ==
using GlobalA = GlobalTile<Element, tl::RowMajor<kM, kK>>;
static const bool kSwizzled = true;
// static const bool kSwizzled = true;
static const bool kSwizzled = false;
using SharedA = SharedTile<Element, tl::RowMajor<kM, kK>, kSwizzled>;
using LoadSharedA = GlobalToSharedLoader<SharedA, WarpLayout>;

Expand Down Expand Up @@ -211,13 +212,31 @@ __global__ void test_gemm(const Element* ga, const Element* gb,
if (thread0()) {
printf("\nrA(thread0):\n");
rA.dump_value();
printf("\nrB(thread0):\n");
rB.dump_value();
}

if (threadIdx.x == 1) {
printf("\nrA(thread1):\n");
rA.dump_value();
printf("\nrB(thread1):\n");
rB.dump_value();
}

__syncthreads();

if (threadIdx.x == 32) {
printf("\nrA(thread32):\n");
rA.dump_value();
printf("\nrB(thread32):\n");
rB.dump_value();
}

if (threadIdx.x == 33) {
printf("\nrA(thread33):\n");
rA.dump_value();
printf("\nrB(thread33):\n");
rB.dump_value();
}

compute::gemm(rA, rB, acc);
Expand Down Expand Up @@ -347,6 +366,7 @@ TEST(TestGemm, test) {
// 2 x 1 warps
// TODO(KuangjuX): fix different warp layout.
run_test<32, 64, 64, tl::RowMajor<2, 1>, 64>();
run_test<64, 64, 64, tl::RowMajor<2, 1>, 64>();
// run_test<128, 128, 128, tl::RowMajor<2, 1>, 64>();
}

Expand Down
48 changes: 31 additions & 17 deletions tests/cpp/cell/test_single_wmma.cu
Original file line number Diff line number Diff line change
Expand Up @@ -67,11 +67,9 @@ __device__ void init_values(Element* a, Element* b, ElementAcc* c, int M, int N,
int K) {
if (!thread0()) return;

for (int i = 0; i < M * K; ++i)
a[i] = static_cast<Element>(i % 2048 / 1000.);
for (int i = 0; i < M * K; ++i) a[i] = static_cast<Element>(i % 2048);

for (int i = 0; i < K * N; ++i)
b[i] = static_cast<Element>(i % 2048 / 1000.);
for (int i = 0; i < K * N; ++i) b[i] = static_cast<Element>(i % 2048);

for (int i = 0; i < M * N; ++i) c[i] = 0.;
}
Expand Down Expand Up @@ -113,6 +111,22 @@ __global__ void test_wmma(LoadRegA& load_rA, LoadRegB& load_rB,

__syncthreads();

if (thread0()) {
printf("\nrA(thread0):\n");
rA.dump_value();
printf("\nrB(thread0):\n");
rB.dump_value();
}

__syncthreads();

if (threadIdx.x == 32) {
printf("\nrA(thread32):\n");
rA.dump_value();
printf("\nrB(thread32):\n");
rB.dump_value();
}

compute::gemm(rA, rB, acc);
}

Expand All @@ -121,14 +135,14 @@ __global__ void test_wmma(LoadRegA& load_rA, LoadRegB& load_rB,
store_rC(acc, sC);
__syncthreads();

if (thread0()) {
__half* dA = reinterpret_cast<__half*>(shared_a);
__half* dB = reinterpret_cast<__half*>(shared_b);
float* dC = reinterpret_cast<float*>(shared_ref);
naive_gemm(M, N, K, dA, dB, dC);
// if (thread0()) {
// __half* dA = reinterpret_cast<__half*>(shared_a);
// __half* dB = reinterpret_cast<__half*>(shared_b);
// float* dC = reinterpret_cast<float*>(shared_ref);
// naive_gemm(M, N, K, dA, dB, dC);

check_results(dC, shared_c, M * N);
}
// check_results(dC, shared_c, M * N);
// }
}

} // namespace
Expand Down Expand Up @@ -233,16 +247,16 @@ void run_test() {
}

TEST(TestWmma, test_m16n16k16_f) {
run_test<16, 16, 64, tl::RowMajor<1, 1>>();
run_test<32, 32, 64, tl::RowMajor<1, 1>>();
run_test<64, 64, 64, tl::RowMajor<1, 1>>();
// run_test<16, 16, 64, tl::RowMajor<1, 1>>();
// run_test<32, 32, 64, tl::RowMajor<1, 1>>();
// run_test<64, 64, 64, tl::RowMajor<1, 1>>();
// TODO(KuangjuX): It doesn't seem to be executed.
// run_test<64, 128, 128, tl::RowMajor<1, 1>>();

run_test<32, 64, 64, tl::RowMajor<2, 1>>();
run_test<32, 64, 64, tl::RowMajor<2, 1>>();
run_test<64, 64, 64, tl::RowMajor<2, 1>>();
run_test<128, 64, 64, tl::RowMajor<2, 1>>();
// run_test<32, 64, 64, tl::RowMajor<2, 1>>();
// run_test<64, 64, 64, tl::RowMajor<2, 1>>();
// run_test<128, 64, 64, tl::RowMajor<2, 1>>();
// run_test<128, 128, 128, tl::RowMajor<2, 1>>();

// run_test<64, 128, 128, tl::RowMajor<1, 2>>();
Expand Down

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