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function nerv.Matrix:__tostring__()
local ncol = self:ncol()
local nrow = self:nrow()
local strt = {}
if nrow == 1 then
for col = 0, ncol - 1 do
table.insert(strt, string.format("%f ", self[col]))
end
table.insert(strt, "\n")
else
for row = 0, nrow - 1 do
local rp = self[row]
for col = 0, ncol - 1 do
table.insert(strt, string.format("%.10f ", rp[col]))
end
table.insert(strt, "\n")
end
end
table.insert(strt, string.format("[Matrix %d x %d]", nrow, ncol))
return table.concat(strt)
end
function nerv.CuMatrix:__add__(b)
c = self:create()
c:add(self, b, 1.0, 1.0)
return c
end
function nerv.CuMatrix:__sub__(b)
c = self:create()
c:add(self, b, 1.0, -1.0)
return c
end
function nerv.CuMatrix:__mul__(b)
c = self:create()
c:mul(self, b, 1.0, 0.0, 'N', 'N')
return c
end
function nerv.CuMatrixFloat.new_from_host(mat)
local res = nerv.CuMatrixFloat(mat:nrow(), mat:ncol())
res:copy_fromh(mat)
return res
end
function nerv.CuMatrixFloat:new_to_host()
local res = nerv.MMatrixFloat(self:nrow(), self:ncol())
self:copy_toh(res)
return res
end
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