Supported GraphBLAS Spec Operations¶
Operation |
Matrix |
Vector |
accum |
mask |
compl. mask |
mlir name |
comment |
---|---|---|---|---|---|---|---|
mxm |
Y |
Y |
Y |
Y |
matrix_multiply |
||
vxm |
Y |
Y |
Y |
Y |
Y |
matrix_multiply |
|
mxv |
Y |
Y |
Y |
Y |
Y |
matrix_multiply |
|
eWiseMult |
Y |
Y |
Y |
Y |
Y |
intersect |
|
eWiseAdd |
Y |
Y |
Y |
Y |
Y |
union |
|
apply |
Y |
Y |
Y |
N |
N |
apply |
|
apply_Binop1st |
Y |
Y |
Y |
N |
N |
apply |
|
apply_Binop2nd |
Y |
Y |
Y |
N |
N |
apply |
|
select (no val) |
Y |
Y |
Y |
N |
N |
select |
|
select (w/ val) |
Y |
Y |
Y |
N |
N |
select |
|
select mask |
Y |
Y |
Y |
Y |
Y |
select_mask |
|
reduce_to_scalar |
Y |
Y |
N |
reduce_to_scalar |
|||
reduce_to_vector |
Y |
Y |
Y |
Y |
reduce_to_vector |
||
transpose |
Y |
Y |
N |
N |
transpose |
||
kronecker |
N |
N |
N |
N |
|||
diag |
Y |
Y |
diag |
||||
assign |
N |
N |
N |
N |
N |
||
col/row assign |
N |
N |
N |
N |
|||
subassign |
N |
N |
N |
N |
N |
GxB |
|
assign scalar many |
Y |
Y |
Y |
Y |
Y |
apply/uniform_complement |
custom |
extract |
N |
N |
N |
N |
N |
||
col extract |
N |
N |
N |
N |
|||
set element |
N |
N |
|||||
extract element |
N |
N |
|||||
remove element |
N |
N |
|||||
build |
Y |
Y |
from_coo |
||||
clear |
N |
N |
|||||
dup |
Y |
Y |
dup |
||||
size/nrows/ncols |
Y |
Y |
size/num_rows/num_cols |
||||
nvals |
Y |
Y |
num_vals |
||||
resize |
N |
N |
|||||
extractTuples |
Y |
Y |
to_coo |
||||
concat |
N |
GxB |
|||||
split |
N |
GxB |
|||||
isequal |
Y |
Y |
equal |
custom |
|||
vxv/inner |
Y |
N |
matrix_multiply |
custom |
|||
select_rowwise |
Y |
Y |
N |
N |
matrix_select_random |
custom |
accumulation |
mask |
replace |
is supported |
---|---|---|---|
True |
True |
True |
Y |
True |
True |
False |
Y |
True |
False |
Y |
|
False |
True |
True |
Y |
False |
True |
False |
Y |
False |
False |
Y |