function symmat(name,I,...) if not I then return symbol(name) end local r = {} for i = 0,I-1 do r[i] = symmat(name..tostring(i),...) end return r end llvmprefetch = terralib.intrinsic("llvm.prefetch",{&opaque,int,int,int} -> {}) function genkernel(NB, RM, RN, V,alpha) local A,B,C,mm,nn,ld = symbol("A"),symbol("B"),symbol("C"),symbol("mn"),symbol("nn"),symbol("ld") local lda,ldb,ldc = ld,ld,ld local a,b,c,caddr = symmat("a",RM), symmat("b",RN), symmat("c",RM,RN), symmat("caddr",RM,RN) local k = symbol("k") local loadc,storec = terralib.newlist(),terralib.newlist() local VT = vector(float,V) local VP = &VT for m = 0, RM-1 do for n = 0, RN-1 do loadc:insert(quote var [caddr[m][n]] = C + m*ldc + n*V var [c[m][n]] = alpha * @VP([caddr[m][n]]) end) storec:insert(quote @VP([caddr[m][n]]) = [c[m][n]] end) end end local calcc = terralib.newlist() for n = 0, RN-1 do calcc:insert(quote var [b[n]] = @VP(&B[n*V]) end) end for m = 0, RM-1 do calcc:insert(quote var [a[m]] = VT(A[m*lda]) end) end for m = 0, RM-1 do for n = 0, RN-1 do calcc:insert(quote [c[m][n]] = [c[m][n]] + [a[m]] * [b[n]] end) end end return terra([A] : &float, [B] : &float, [C] : &float, [ld] : int64) for [mm] = 0, NB, RM do for [nn] = 0, NB,RN*V do [loadc]; for [k] = 0, NB do llvmprefetch(B + 4*ldb,0,3,1); [calcc]; B = B + ldb A = A + 1 end [storec]; A = A - NB C = C + RN*V B = B - ldb*NB + RN*V end C = C + RM * ldb - NB B = B - NB A = A + lda*RM end end end local NB = 48 local NB2 = 5 * NB local V = 1 l1dgemm0 = genkernel(NB,1,1,V,0) l1dgemm1 = genkernel(NB,1,1,V,1) terra min(a : int, b : int) return terralib.select(a < b, a, b) end local stdlib = terralib.includec("stdlib.h") local IO = terralib.includec("stdio.h") terra my_sgemm(gettime : {} -> double, M : int, N : int, K : int, alpha : float, A : &float, lda : int, B : &float, ldb : int, beta : float, C : &float, ldc : int) for mm = 0,M,NB2 do for nn = 0,N,NB2 do for kk = 0,K, NB2 do for m = mm,min(mm+NB2,M),NB do for n = nn,min(nn+NB2,N),NB do for k = kk,min(kk+NB2,K),NB do --IO.printf("%d %d starting at %d\n",m,k,m*lda + NB*k) if k == 0 then l1dgemm0(A + (m*lda + k), B + (k*ldb + n), C + (m*ldc + n),lda) else l1dgemm1(A + (m*lda + k), B + (k*ldb + n), C + (m*ldc + n),lda) end end end end end end end end terralib.saveobj("my_sgemm.o", { my_sgemm = my_sgemm })