Update Kokkos library in LAMMPS to v3.0

This commit is contained in:
Stan Moore
2020-03-25 14:08:39 -06:00
parent 0252d8c210
commit 60864e38d1
2169 changed files with 121406 additions and 126492 deletions

View File

@ -2,10 +2,11 @@
//@HEADER
// ************************************************************************
//
// Kokkos v. 2.0
// Copyright (2014) Sandia Corporation
// Kokkos v. 3.0
// Copyright (2020) National Technology & Engineering
// Solutions of Sandia, LLC (NTESS).
//
// Under the terms of Contract DE-AC04-94AL85000 with Sandia Corporation,
// Under the terms of Contract DE-NA0003525 with NTESS,
// the U.S. Government retains certain rights in this software.
//
// Redistribution and use in source and binary forms, with or without
@ -23,10 +24,10 @@
// contributors may be used to endorse or promote products derived from
// this software without specific prior written permission.
//
// THIS SOFTWARE IS PROVIDED BY SANDIA CORPORATION "AS IS" AND ANY
// THIS SOFTWARE IS PROVIDED BY NTESS "AS IS" AND ANY
// EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
// PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL SANDIA CORPORATION OR THE
// PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NTESS OR THE
// CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
// EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
// PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
@ -41,59 +42,52 @@
//@HEADER
*/
#include<Kokkos_Core.hpp>
#include<impl/Kokkos_Timer.hpp>
#include <Kokkos_Core.hpp>
#include <impl/Kokkos_Timer.hpp>
template<class Scalar, int Unroll,int Stride>
template <class Scalar, int Unroll, int Stride>
struct Run {
static void run(int N, int K, int R, int F, int T, int S);
static void run(int N, int K, int R, int F, int T, int S);
};
template<class Scalar, int Stride>
template <class Scalar, int Stride>
struct RunStride {
static void run_1(int N, int K, int R, int F, int T, int S);
static void run_2(int N, int K, int R, int F, int T, int S);
static void run_3(int N, int K, int R, int F, int T, int S);
static void run_4(int N, int K, int R, int F, int T, int S);
static void run_5(int N, int K, int R, int F, int T, int S);
static void run_6(int N, int K, int R, int F, int T, int S);
static void run_7(int N, int K, int R, int F, int T, int S);
static void run_8(int N, int K, int R, int F, int T, int S);
static void run(int N, int K, int R, int U, int F, int T, int S);
static void run_1(int N, int K, int R, int F, int T, int S);
static void run_2(int N, int K, int R, int F, int T, int S);
static void run_3(int N, int K, int R, int F, int T, int S);
static void run_4(int N, int K, int R, int F, int T, int S);
static void run_5(int N, int K, int R, int F, int T, int S);
static void run_6(int N, int K, int R, int F, int T, int S);
static void run_7(int N, int K, int R, int F, int T, int S);
static void run_8(int N, int K, int R, int F, int T, int S);
static void run(int N, int K, int R, int U, int F, int T, int S);
};
#define STRIDE 1
#include<bench_stride.hpp>
#include <bench_stride.hpp>
#undef STRIDE
#define STRIDE 2
#include<bench_stride.hpp>
#include <bench_stride.hpp>
#undef STRIDE
#define STRIDE 4
#include<bench_stride.hpp>
#include <bench_stride.hpp>
#undef STRIDE
#define STRIDE 8
#include<bench_stride.hpp>
#include <bench_stride.hpp>
#undef STRIDE
#define STRIDE 16
#include<bench_stride.hpp>
#include <bench_stride.hpp>
#undef STRIDE
#define STRIDE 32
#include<bench_stride.hpp>
#include <bench_stride.hpp>
#undef STRIDE
template<class Scalar>
template <class Scalar>
void run_stride_unroll(int N, int K, int R, int D, int U, int F, int T, int S) {
if(D == 1)
RunStride<Scalar,1>::run(N,K,R,U,F,T,S);
if(D == 2)
RunStride<Scalar,2>::run(N,K,R,U,F,T,S);
if(D == 4)
RunStride<Scalar,4>::run(N,K,R,U,F,T,S);
if(D == 8)
RunStride<Scalar,8>::run(N,K,R,U,F,T,S);
if(D == 16)
RunStride<Scalar,16>::run(N,K,R,U,F,T,S);
if(D == 32)
RunStride<Scalar,32>::run(N,K,R,U,F,T,S);
if (D == 1) RunStride<Scalar, 1>::run(N, K, R, U, F, T, S);
if (D == 2) RunStride<Scalar, 2>::run(N, K, R, U, F, T, S);
if (D == 4) RunStride<Scalar, 4>::run(N, K, R, U, F, T, S);
if (D == 8) RunStride<Scalar, 8>::run(N, K, R, U, F, T, S);
if (D == 16) RunStride<Scalar, 16>::run(N, K, R, U, F, T, S);
if (D == 32) RunStride<Scalar, 32>::run(N, K, R, U, F, T, S);
}

View File

@ -2,10 +2,11 @@
//@HEADER
// ************************************************************************
//
// Kokkos v. 2.0
// Copyright (2014) Sandia Corporation
// Kokkos v. 3.0
// Copyright (2020) National Technology & Engineering
// Solutions of Sandia, LLC (NTESS).
//
// Under the terms of Contract DE-AC04-94AL85000 with Sandia Corporation,
// Under the terms of Contract DE-NA0003525 with NTESS,
// the U.S. Government retains certain rights in this software.
//
// Redistribution and use in source and binary forms, with or without
@ -23,10 +24,10 @@
// contributors may be used to endorse or promote products derived from
// this software without specific prior written permission.
//
// THIS SOFTWARE IS PROVIDED BY SANDIA CORPORATION "AS IS" AND ANY
// THIS SOFTWARE IS PROVIDED BY NTESS "AS IS" AND ANY
// EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
// PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL SANDIA CORPORATION OR THE
// PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NTESS OR THE
// CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
// EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
// PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
@ -41,84 +42,82 @@
//@HEADER
*/
#define UNROLL 1
#include<bench_unroll_stride.hpp>
#include <bench_unroll_stride.hpp>
#undef UNROLL
#define UNROLL 2
#include<bench_unroll_stride.hpp>
#include <bench_unroll_stride.hpp>
#undef UNROLL
#define UNROLL 3
#include<bench_unroll_stride.hpp>
#include <bench_unroll_stride.hpp>
#undef UNROLL
#define UNROLL 4
#include<bench_unroll_stride.hpp>
#include <bench_unroll_stride.hpp>
#undef UNROLL
#define UNROLL 5
#include<bench_unroll_stride.hpp>
#include <bench_unroll_stride.hpp>
#undef UNROLL
#define UNROLL 6
#include<bench_unroll_stride.hpp>
#include <bench_unroll_stride.hpp>
#undef UNROLL
#define UNROLL 7
#include<bench_unroll_stride.hpp>
#include <bench_unroll_stride.hpp>
#undef UNROLL
#define UNROLL 8
#include<bench_unroll_stride.hpp>
#include <bench_unroll_stride.hpp>
#undef UNROLL
template<class Scalar>
struct RunStride<Scalar,STRIDE> {
static void run_1(int N, int K, int R, int F, int T, int S) {
Run<Scalar,1,STRIDE>::run(N,K,R,F,T,S);
}
static void run_2(int N, int K, int R, int F, int T, int S) {
Run<Scalar,2,STRIDE>::run(N,K,R,F,T,S);
}
static void run_3(int N, int K, int R, int F, int T, int S) {
Run<Scalar,3,STRIDE>::run(N,K,R,F,T,S);
}
static void run_4(int N, int K, int R, int F, int T, int S) {
Run<Scalar,4,STRIDE>::run(N,K,R,F,T,S);
}
static void run_5(int N, int K, int R, int F, int T, int S) {
Run<Scalar,5,STRIDE>::run(N,K,R,F,T,S);
}
static void run_6(int N, int K, int R, int F, int T, int S) {
Run<Scalar,6,STRIDE>::run(N,K,R,F,T,S);
}
static void run_7(int N, int K, int R, int F, int T, int S) {
Run<Scalar,7,STRIDE>::run(N,K,R,F,T,S);
}
static void run_8(int N, int K, int R, int F, int T, int S) {
Run<Scalar,8,STRIDE>::run(N,K,R,F,T,S);
}
template <class Scalar>
struct RunStride<Scalar, STRIDE> {
static void run_1(int N, int K, int R, int F, int T, int S) {
Run<Scalar, 1, STRIDE>::run(N, K, R, F, T, S);
}
static void run_2(int N, int K, int R, int F, int T, int S) {
Run<Scalar, 2, STRIDE>::run(N, K, R, F, T, S);
}
static void run_3(int N, int K, int R, int F, int T, int S) {
Run<Scalar, 3, STRIDE>::run(N, K, R, F, T, S);
}
static void run_4(int N, int K, int R, int F, int T, int S) {
Run<Scalar, 4, STRIDE>::run(N, K, R, F, T, S);
}
static void run_5(int N, int K, int R, int F, int T, int S) {
Run<Scalar, 5, STRIDE>::run(N, K, R, F, T, S);
}
static void run_6(int N, int K, int R, int F, int T, int S) {
Run<Scalar, 6, STRIDE>::run(N, K, R, F, T, S);
}
static void run_7(int N, int K, int R, int F, int T, int S) {
Run<Scalar, 7, STRIDE>::run(N, K, R, F, T, S);
}
static void run_8(int N, int K, int R, int F, int T, int S) {
Run<Scalar, 8, STRIDE>::run(N, K, R, F, T, S);
}
static void run(int N, int K, int R, int U, int F, int T, int S) {
if(U==1) {
run_1(N,K,R,F,T,S);
static void run(int N, int K, int R, int U, int F, int T, int S) {
if (U == 1) {
run_1(N, K, R, F, T, S);
}
if (U == 2) {
run_2(N, K, R, F, T, S);
}
if (U == 3) {
run_3(N, K, R, F, T, S);
}
if (U == 4) {
run_4(N, K, R, F, T, S);
}
if (U == 5) {
run_5(N, K, R, F, T, S);
}
if (U == 6) {
run_6(N, K, R, F, T, S);
}
if (U == 7) {
run_7(N, K, R, F, T, S);
}
if (U == 8) {
run_8(N, K, R, F, T, S);
}
}
if(U==2) {
run_2(N,K,R,F,T,S);
}
if(U==3) {
run_3(N,K,R,F,T,S);
}
if(U==4) {
run_4(N,K,R,F,T,S);
}
if(U==5) {
run_5(N,K,R,F,T,S);
}
if(U==6) {
run_6(N,K,R,F,T,S);
}
if(U==7) {
run_7(N,K,R,F,T,S);
}
if(U==8) {
run_8(N,K,R,F,T,S);
}
}
};

View File

@ -2,10 +2,11 @@
//@HEADER
// ************************************************************************
//
// Kokkos v. 2.0
// Copyright (2014) Sandia Corporation
// Kokkos v. 3.0
// Copyright (2020) National Technology & Engineering
// Solutions of Sandia, LLC (NTESS).
//
// Under the terms of Contract DE-AC04-94AL85000 with Sandia Corporation,
// Under the terms of Contract DE-NA0003525 with NTESS,
// the U.S. Government retains certain rights in this software.
//
// Redistribution and use in source and binary forms, with or without
@ -23,10 +24,10 @@
// contributors may be used to endorse or promote products derived from
// this software without specific prior written permission.
//
// THIS SOFTWARE IS PROVIDED BY SANDIA CORPORATION "AS IS" AND ANY
// THIS SOFTWARE IS PROVIDED BY NTESS "AS IS" AND ANY
// EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
// PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL SANDIA CORPORATION OR THE
// PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NTESS OR THE
// CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
// EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
// PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
@ -41,108 +42,110 @@
//@HEADER
*/
template<class Scalar>
struct Run<Scalar,UNROLL,STRIDE> {
static void run(int N, int K, int R, int F, int T, int S) {
Kokkos::View<Scalar**[STRIDE],Kokkos::LayoutRight> A("A",N,K);
Kokkos::View<Scalar**[STRIDE],Kokkos::LayoutRight> B("B",N,K);
Kokkos::View<Scalar**[STRIDE],Kokkos::LayoutRight> C("C",N,K);
template <class Scalar>
struct Run<Scalar, UNROLL, STRIDE> {
static void run(int N, int K, int R, int F, int T, int S) {
Kokkos::View<Scalar* * [STRIDE], Kokkos::LayoutRight> A("A", N, K);
Kokkos::View<Scalar* * [STRIDE], Kokkos::LayoutRight> B("B", N, K);
Kokkos::View<Scalar* * [STRIDE], Kokkos::LayoutRight> C("C", N, K);
Kokkos::deep_copy(A,Scalar(1.5));
Kokkos::deep_copy(B,Scalar(2.5));
Kokkos::deep_copy(C,Scalar(3.5));
Kokkos::deep_copy(A, Scalar(1.5));
Kokkos::deep_copy(B, Scalar(2.5));
Kokkos::deep_copy(C, Scalar(3.5));
Kokkos::Timer timer;
Kokkos::parallel_for("BenchmarkKernel",Kokkos::TeamPolicy<>(N,T).set_scratch_size(0,Kokkos::PerTeam(S)),
KOKKOS_LAMBDA ( const Kokkos::TeamPolicy<>::member_type& team) {
const int n = team.league_rank();
for(int r=0; r<R; r++) {
Kokkos::parallel_for(Kokkos::TeamThreadRange(team,0,K), [&] (const int& i) {
Scalar a1 = A(n,i,0);
const Scalar b = B(n,i,0);
#if(UNROLL>1)
Scalar a2 = a1*1.3;
Kokkos::Timer timer;
Kokkos::parallel_for(
"BenchmarkKernel",
Kokkos::TeamPolicy<>(N, T).set_scratch_size(0, Kokkos::PerTeam(S)),
KOKKOS_LAMBDA(const Kokkos::TeamPolicy<>::member_type& team) {
const int n = team.league_rank();
for (int r = 0; r < R; r++) {
Kokkos::parallel_for(
Kokkos::TeamThreadRange(team, 0, K), [&](const int& i) {
Scalar a1 = A(n, i, 0);
const Scalar b = B(n, i, 0);
#if (UNROLL > 1)
Scalar a2 = a1 * 1.3;
#endif
#if(UNROLL>2)
Scalar a3 = a2*1.1;
#if (UNROLL > 2)
Scalar a3 = a2 * 1.1;
#endif
#if(UNROLL>3)
Scalar a4 = a3*1.1;
#if (UNROLL > 3)
Scalar a4 = a3 * 1.1;
#endif
#if(UNROLL>4)
Scalar a5 = a4*1.3;
#if (UNROLL > 4)
Scalar a5 = a4 * 1.3;
#endif
#if(UNROLL>5)
Scalar a6 = a5*1.1;
#if (UNROLL > 5)
Scalar a6 = a5 * 1.1;
#endif
#if(UNROLL>6)
Scalar a7 = a6*1.1;
#if (UNROLL > 6)
Scalar a7 = a6 * 1.1;
#endif
#if(UNROLL>7)
Scalar a8 = a7*1.1;
#if (UNROLL > 7)
Scalar a8 = a7 * 1.1;
#endif
for (int f = 0; f < F; f++) {
a1 += b * a1;
#if (UNROLL > 1)
a2 += b * a2;
#endif
#if (UNROLL > 2)
a3 += b * a3;
#endif
#if (UNROLL > 3)
a4 += b * a4;
#endif
#if (UNROLL > 4)
a5 += b * a5;
#endif
#if (UNROLL > 5)
a6 += b * a6;
#endif
#if (UNROLL > 6)
a7 += b * a7;
#endif
#if (UNROLL > 7)
a8 += b * a8;
#endif
}
#if (UNROLL == 1)
C(n, i, 0) = a1;
#endif
#if (UNROLL == 2)
C(n, i, 0) = a1 + a2;
#endif
#if (UNROLL == 3)
C(n, i, 0) = a1 + a2 + a3;
#endif
#if (UNROLL == 4)
C(n, i, 0) = a1 + a2 + a3 + a4;
#endif
#if (UNROLL == 5)
C(n, i, 0) = a1 + a2 + a3 + a4 + a5;
#endif
#if (UNROLL == 6)
C(n, i, 0) = a1 + a2 + a3 + a4 + a5 + a6;
#endif
#if (UNROLL == 7)
C(n, i, 0) = a1 + a2 + a3 + a4 + a5 + a6 + a7;
#endif
#if (UNROLL == 8)
C(n, i, 0) = a1 + a2 + a3 + a4 + a5 + a6 + a7 + a8;
#endif
});
}
});
Kokkos::fence();
double seconds = timer.seconds();
for(int f = 0; f<F; f++) {
a1 += b*a1;
#if(UNROLL>1)
a2 += b*a2;
#endif
#if(UNROLL>2)
a3 += b*a3;
#endif
#if(UNROLL>3)
a4 += b*a4;
#endif
#if(UNROLL>4)
a5 += b*a5;
#endif
#if(UNROLL>5)
a6 += b*a6;
#endif
#if(UNROLL>6)
a7 += b*a7;
#endif
#if(UNROLL>7)
a8 += b*a8;
#endif
}
#if(UNROLL==1)
C(n,i,0) = a1;
#endif
#if(UNROLL==2)
C(n,i,0) = a1+a2;
#endif
#if(UNROLL==3)
C(n,i,0) = a1+a2+a3;
#endif
#if(UNROLL==4)
C(n,i,0) = a1+a2+a3+a4;
#endif
#if(UNROLL==5)
C(n,i,0) = a1+a2+a3+a4+a5;
#endif
#if(UNROLL==6)
C(n,i,0) = a1+a2+a3+a4+a5+a6;
#endif
#if(UNROLL==7)
C(n,i,0) = a1+a2+a3+a4+a5+a6+a7;
#endif
#if(UNROLL==8)
C(n,i,0) = a1+a2+a3+a4+a5+a6+a7+a8;
#endif
});
}
});
Kokkos::fence();
double seconds = timer.seconds();
double bytes = 1.0*N*K*R*3*sizeof(Scalar);
double flops = 1.0*N*K*R*(F*2*UNROLL + 2*(UNROLL-1));
printf("NKRUFTS: %i %i %i %i %i %i %i Time: %lfs Bandwidth: %lfGiB/s GFlop/s: %lf\n",N,K,R,UNROLL,F,T,S,seconds,1.0*bytes/seconds/1024/1024/1024,1.e-9*flops/seconds);
}
double bytes = 1.0 * N * K * R * 3 * sizeof(Scalar);
double flops = 1.0 * N * K * R * (F * 2 * UNROLL + 2 * (UNROLL - 1));
printf(
"NKRUFTS: %i %i %i %i %i %i %i Time: %lfs Bandwidth: %lfGiB/s GFlop/s: "
"%lf\n",
N, K, R, UNROLL, F, T, S, seconds,
1.0 * bytes / seconds / 1024 / 1024 / 1024, 1.e-9 * flops / seconds);
}
};

View File

@ -2,10 +2,11 @@
//@HEADER
// ************************************************************************
//
// Kokkos v. 2.0
// Copyright (2014) Sandia Corporation
// Kokkos v. 3.0
// Copyright (2020) National Technology & Engineering
// Solutions of Sandia, LLC (NTESS).
//
// Under the terms of Contract DE-AC04-94AL85000 with Sandia Corporation,
// Under the terms of Contract DE-NA0003525 with NTESS,
// the U.S. Government retains certain rights in this software.
//
// Redistribution and use in source and binary forms, with or without
@ -23,10 +24,10 @@
// contributors may be used to endorse or promote products derived from
// this software without specific prior written permission.
//
// THIS SOFTWARE IS PROVIDED BY SANDIA CORPORATION "AS IS" AND ANY
// THIS SOFTWARE IS PROVIDED BY NTESS "AS IS" AND ANY
// EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
// PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL SANDIA CORPORATION OR THE
// PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NTESS OR THE
// CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
// EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
// PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
@ -41,25 +42,27 @@
//@HEADER
*/
#include<Kokkos_Core.hpp>
#include<impl/Kokkos_Timer.hpp>
#include<bench.hpp>
#include<cstdlib>
#include <Kokkos_Core.hpp>
#include <impl/Kokkos_Timer.hpp>
#include <bench.hpp>
#include <cstdlib>
int main(int argc, char* argv[]) {
Kokkos::initialize();
if(argc<10) {
if (argc < 10) {
printf("Arguments: N K R D U F T S\n");
printf(" P: Precision (1==float, 2==double)\n");
printf(" N,K: dimensions of the 2D array to allocate\n");
printf(" R: how often to loop through the K dimension with each team\n");
printf(" D: distance between loaded elements (stride)\n");
printf(" U: how many independent flops to do per load\n");
printf(" F: how many times to repeat the U unrolled operations before reading next element\n");
printf(
" F: how many times to repeat the U unrolled operations before "
"reading next element\n");
printf(" T: team size\n");
printf(" S: shared memory per team (used to control occupancy on GPUs)\n");
printf(
" S: shared memory per team (used to control occupancy on GPUs)\n");
printf("Example Input GPU:\n");
printf(" Bandwidth Bound : 2 100000 1024 1 1 1 1 256 6000\n");
printf(" Cache Bound : 2 100000 1024 64 1 1 1 512 20000\n");
@ -70,7 +73,6 @@ int main(int argc, char* argv[]) {
return 0;
}
int P = atoi(argv[1]);
int N = atoi(argv[2]);
int K = atoi(argv[3]);
@ -81,17 +83,25 @@ int main(int argc, char* argv[]) {
int T = atoi(argv[8]);
int S = atoi(argv[9]);
if(U>8) {printf("U must be 1-8\n"); return 0;}
if( (D!=1) && (D!=2) && (D!=4) && (D!=8) && (D!=16) && (D!=32)) {printf("D must be one of 1,2,4,8,16,32\n"); return 0;}
if( (P!=1) && (P!=2) ) {printf("P must be one of 1,2\n"); return 0;}
if(P==1) {
run_stride_unroll<float>(N,K,R,D,U,F,T,S);
if (U > 8) {
printf("U must be 1-8\n");
return 0;
}
if(P==2) {
run_stride_unroll<double>(N,K,R,D,U,F,T,S);
if ((D != 1) && (D != 2) && (D != 4) && (D != 8) && (D != 16) && (D != 32)) {
printf("D must be one of 1,2,4,8,16,32\n");
return 0;
}
if ((P != 1) && (P != 2)) {
printf("P must be one of 1,2\n");
return 0;
}
if (P == 1) {
run_stride_unroll<float>(N, K, R, D, U, F, T, S);
}
if (P == 2) {
run_stride_unroll<double>(N, K, R, D, U, F, T, S);
}
Kokkos::finalize();
}