Files
linguist/samples/Terra/dgemmpaper.t
2016-01-28 11:22:27 +07:00

75 lines
1.9 KiB
Perl

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
prefetch = terralib.intrinsic("llvm.prefetch",{&opaque,int,int,int} -> {})
function genkernel(NB, RM, RN, V,alpha)
local A,B,C = symbol("A"),symbol("B"),symbol("C")
local mm,nn = symbol("mn"),symbol("nn")
local lda,ldb,ldc = symbol("lda"),symbol("ldb"),symbol("ldc")
local a,b = symmat("a",RM), symmat("b",RN)
local c,caddr = symmat("c",RM,RN), symmat("caddr",RM,RN)
local k = symbol("k")
local loadc,storec = terralib.newlist(),terralib.newlist()
local VT = vector(double,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] : &double, [B] : &double, [C] : &double,
[lda] : int64,[ldb] : int64,[ldc] : int64)
for [mm] = 0, NB, RM do
for [nn] = 0, NB, RN*V do
[loadc];
for [k] = 0, NB do
prefetch(B + 4*ldb,0,3,1);
[calcc];
B,A = B + ldb,A + 1
end
[storec];
A,B,C = A - NB,B - ldb*NB + RN*V,C + RN*V
end
A,B,C = A + lda*RM, B - NB, C + RM * ldb - NB
end
end
end
local a = genkernel(40,4,2,8,1)
a:compile()
a:printpretty()
terra short_saxpy(a : float,
x : vector(float,4), y : vector(float,4))
return a*x + y
end
short_saxpy:printpretty()