id	sid	tid	token	lemma	pos
ap-1051	1	1	ap08_5.vp	ap08_5.vp	NOUN
ap-1051	1	2	1	1	NUM
ap-1051	1	3	introduction	introduction	NOUN
ap-1051	1	4	in	in	ADP
ap-1051	1	5	the	the	DET
ap-1051	1	6	following	follow	VERB
ap-1051	1	7	text	text	NOUN
ap-1051	1	8	,	,	PUNCT
ap-1051	1	9	we	we	PRON
ap-1051	1	10	assume	assume	VERB
ap-1051	1	11	that	that	SCONJ
ap-1051	1	12	a	a	DET
ap-1051	1	13	,	,	PUNCT
ap-1051	1	14	b	b	NOUN
ap-1051	1	15	and	and	CCONJ
ap-1051	1	16	c	c	PROPN
ap-1051	1	17	are	be	AUX
ap-1051	1	18	real	real	ADJ
ap-1051	1	19	matrices	matrix	NOUN
ap-1051	1	20	of	of	ADP
ap-1051	1	21	order	order	NOUN
ap-1051	1	22	n.	n.	NOUN
ap-1051	1	23	every	every	DET
ap-1051	1	24	modern	modern	ADJ
ap-1051	1	25	cpu	cpu	NOUN
ap-1051	1	26	architecture	architecture	NOUN
ap-1051	1	27	use	use	VERB
ap-1051	1	28	a	a	DET
ap-1051	1	29	complex	complex	ADJ
ap-1051	1	30	memory	memory	NOUN
ap-1051	1	31	hierarchy	hierarchy	NOUN
ap-1051	1	32	scheme	scheme	NOUN
ap-1051	1	33	(	(	PUNCT
ap-1051	1	34	for	for	ADP
ap-1051	1	35	details	detail	NOUN
ap-1051	1	36	see	see	VERB
ap-1051	1	37	[	[	X
ap-1051	1	38	6	6	NUM
ap-1051	1	39	]	]	NUM
ap-1051	1	40	)	)	PUNCT
ap-1051	1	41	,	,	PUNCT
ap-1051	1	42	we	we	PRON
ap-1051	1	43	assume	assume	VERB
ap-1051	1	44	the	the	DET
ap-1051	1	45	scheme	scheme	NOUN
ap-1051	1	46	depicted	depict	VERB
ap-1051	1	47	in	in	ADP
ap-1051	1	48	fig	fig	NOUN
ap-1051	1	49	.	.	PUNCT
ap-1051	2	1	1	1	X
ap-1051	2	2	.	.	X
ap-1051	3	1	in	in	ADP
ap-1051	3	2	contrast	contrast	NOUN
ap-1051	3	3	to	to	ADP
ap-1051	3	4	other	other	ADJ
ap-1051	3	5	authors	author	NOUN
ap-1051	3	6	,	,	PUNCT
ap-1051	3	7	we	we	PRON
ap-1051	3	8	also	also	ADV
ap-1051	3	9	assume	assume	VERB
ap-1051	3	10	tlb	tlb	NOUN
ap-1051	3	11	performance	performance	NOUN
ap-1051	3	12	impact	impact	NOUN
ap-1051	3	13	.	.	PUNCT
ap-1051	4	1	1.1	1.1	NUM
ap-1051	4	2	the	the	DET
ap-1051	4	3	cache	cache	NOUN
ap-1051	4	4	model	model	NOUN
ap-1051	4	5	the	the	DET
ap-1051	4	6	cache	cache	NOUN
ap-1051	4	7	model	model	NOUN
ap-1051	4	8	we	we	PRON
ap-1051	4	9	consider	consider	VERB
ap-1051	4	10	corresponds	correspond	NOUN
ap-1051	4	11	to	to	ADP
ap-1051	4	12	the	the	DET
ap-1051	4	13	structure	structure	NOUN
ap-1051	4	14	of	of	ADP
ap-1051	4	15	l1	l1	PROPN
ap-1051	4	16	and	and	CCONJ
ap-1051	4	17	l2	l2	NOUN
ap-1051	4	18	(	(	PUNCT
ap-1051	4	19	and	and	CCONJ
ap-1051	4	20	optionally	optionally	ADV
ap-1051	4	21	l3	l3	NOUN
ap-1051	4	22	)	)	PUNCT
ap-1051	4	23	caches	cache	NOUN
ap-1051	4	24	in	in	ADP
ap-1051	4	25	the	the	DET
ap-1051	4	26	intel	intel	PROPN
ap-1051	4	27	x86	x86	NOUN
ap-1051	4	28	architecture	architecture	NOUN
ap-1051	4	29	.	.	PUNCT
ap-1051	5	1	an	an	DET
ap-1051	5	2	s	s	NOUN
ap-1051	5	3	-	-	PUNCT
ap-1051	5	4	way	way	NOUN
ap-1051	5	5	set	set	NOUN
ap-1051	5	6	-	-	PUNCT
ap-1051	5	7	associative	associative	ADJ
ap-1051	5	8	cache	cache	NOUN
ap-1051	5	9	consists	consist	VERB
ap-1051	5	10	of	of	ADP
ap-1051	5	11	h	h	NOUN
ap-1051	5	12	sets	set	NOUN
ap-1051	5	13	and	and	CCONJ
ap-1051	5	14	one	one	NUM
ap-1051	5	15	set	set	NOUN
ap-1051	5	16	consists	consist	VERB
ap-1051	5	17	of	of	ADP
ap-1051	5	18	s	s	VERB
ap-1051	5	19	independent	independent	ADJ
ap-1051	5	20	blocks	block	NOUN
ap-1051	5	21	(	(	PUNCT
ap-1051	5	22	called	call	VERB
ap-1051	5	23	lines	line	NOUN
ap-1051	5	24	in	in	ADP
ap-1051	5	25	the	the	DET
ap-1051	5	26	intel	intel	NOUN
ap-1051	5	27	terminology	terminology	NOUN
ap-1051	5	28	)	)	PUNCT
ap-1051	5	29	.	.	PUNCT
ap-1051	6	1	let	let	VERB
ap-1051	6	2	cs	cs	PROPN
ap-1051	6	3	denote	denote	VERB
ap-1051	6	4	the	the	DET
ap-1051	6	5	size	size	NOUN
ap-1051	6	6	of	of	ADP
ap-1051	6	7	the	the	DET
ap-1051	6	8	data	data	NOUN
ap-1051	6	9	part	part	NOUN
ap-1051	6	10	of	of	ADP
ap-1051	6	11	a	a	DET
ap-1051	6	12	cache	cache	NOUN
ap-1051	6	13	in	in	ADP
ap-1051	6	14	bytes	byte	NOUN
ap-1051	6	15	and	and	CCONJ
ap-1051	6	16	bs	bs	NOUN
ap-1051	6	17	denote	denote	VERB
ap-1051	6	18	the	the	DET
ap-1051	6	19	cache	cache	NOUN
ap-1051	6	20	block	block	NOUN
ap-1051	6	21	size	size	NOUN
ap-1051	6	22	in	in	ADP
ap-1051	6	23	bytes	byte	NOUN
ap-1051	6	24	.	.	PUNCT
ap-1051	7	1	then	then	ADV
ap-1051	7	2	c	c	PROPN
ap-1051	7	3	s	s	PROPN
ap-1051	7	4	b	b	X
ap-1051	7	5	hs	hs	PROPN
ap-1051	7	6	s	s	PROPN
ap-1051	7	7	�	�	PROPN
ap-1051	7	8	�	�	PROPN
ap-1051	7	9	�	�	PROPN
ap-1051	7	10	.	.	PUNCT
ap-1051	8	1	let	let	VERB
ap-1051	8	2	sd	sd	PART
ap-1051	8	3	denote	denote	VERB
ap-1051	8	4	the	the	DET
ap-1051	8	5	size	size	NOUN
ap-1051	8	6	of	of	ADP
ap-1051	8	7	type	type	NOUN
ap-1051	8	8	double	double	ADJ
ap-1051	8	9	and	and	CCONJ
ap-1051	8	10	si	si	X
ap-1051	8	11	the	the	DET
ap-1051	8	12	size	size	NOUN
ap-1051	8	13	of	of	ADP
ap-1051	8	14	type	type	NOUN
ap-1051	8	15	integer	integer	NOUN
ap-1051	8	16	.	.	PUNCT
ap-1051	9	1	we	we	PRON
ap-1051	9	2	consider	consider	VERB
ap-1051	9	3	only	only	ADV
ap-1051	9	4	two	two	NUM
ap-1051	9	5	types	type	NOUN
ap-1051	9	6	of	of	ADP
ap-1051	9	7	cache	cache	NOUN
ap-1051	9	8	misses	miss	VERB
ap-1051	9	9	:	:	PUNCT
ap-1051	9	10	�	�	PROPN
ap-1051	9	11	compulsory	compulsory	ADJ
ap-1051	9	12	misses	miss	VERB
ap-1051	9	13	(	(	PUNCT
ap-1051	9	14	sometimes	sometimes	ADV
ap-1051	9	15	called	call	VERB
ap-1051	9	16	intrinsic	intrinsic	ADJ
ap-1051	9	17	or	or	CCONJ
ap-1051	9	18	cold	cold	ADJ
ap-1051	9	19	)	)	PUNCT
ap-1051	9	20	that	that	PRON
ap-1051	9	21	occur	occur	VERB
ap-1051	9	22	when	when	SCONJ
ap-1051	9	23	new	new	ADJ
ap-1051	9	24	data	datum	NOUN
ap-1051	9	25	is	be	AUX
ap-1051	9	26	loaded	load	VERB
ap-1051	9	27	into	into	ADP
ap-1051	9	28	empty	empty	ADJ
ap-1051	9	29	cache	cache	NOUN
ap-1051	9	30	blocks	block	NOUN
ap-1051	9	31	.	.	PUNCT
ap-1051	10	1	�	�	PROPN
ap-1051	10	2	thrashing	thrash	VERB
ap-1051	10	3	misses	miss	VERB
ap-1051	10	4	(	(	PUNCT
ap-1051	10	5	also	also	ADV
ap-1051	10	6	called	call	VERB
ap-1051	10	7	cross	cross	NOUN
ap-1051	10	8	-	-	NOUN
ap-1051	10	9	interference	interference	NOUN
ap-1051	10	10	,	,	PUNCT
ap-1051	10	11	conflict	conflict	NOUN
ap-1051	10	12	,	,	PUNCT
ap-1051	10	13	or	or	CCONJ
ap-1051	10	14	capacity	capacity	NOUN
ap-1051	10	15	misses	miss	NOUN
ap-1051	10	16	)	)	PUNCT
ap-1051	10	17	that	that	PRON
ap-1051	10	18	occur	occur	VERB
ap-1051	10	19	if	if	SCONJ
ap-1051	10	20	useful	useful	ADJ
ap-1051	10	21	data	datum	NOUN
ap-1051	10	22	has	have	AUX
ap-1051	10	23	been	be	AUX
ap-1051	10	24	replaced	replace	VERB
ap-1051	10	25	prematurely	prematurely	ADV
ap-1051	10	26	from	from	ADP
ap-1051	10	27	a	a	DET
ap-1051	10	28	cache	cache	NOUN
ap-1051	10	29	block	block	NOUN
ap-1051	10	30	for	for	ADP
ap-1051	10	31	capacity	capacity	NOUN
ap-1051	10	32	reason	reason	NOUN
ap-1051	10	33	.	.	PUNCT
ap-1051	11	1	1.2	1.2	NUM
ap-1051	11	2	the	the	DET
ap-1051	11	3	code	code	NOUN
ap-1051	11	4	restructuring	restructuring	NOUN
ap-1051	11	5	there	there	PRON
ap-1051	11	6	are	be	VERB
ap-1051	11	7	many	many	ADJ
ap-1051	11	8	compiler	compiler	NOUN
ap-1051	11	9	techniques	technique	NOUN
ap-1051	11	10	for	for	ADP
ap-1051	11	11	improving	improve	VERB
ap-1051	11	12	the	the	DET
ap-1051	11	13	performance	performance	NOUN
ap-1051	11	14	(	(	PUNCT
ap-1051	11	15	for	for	SCONJ
ap-1051	11	16	details	detail	NOUN
ap-1051	11	17	see	see	VERB
ap-1051	11	18	[	[	X
ap-1051	11	19	8	8	NUM
ap-1051	11	20	,	,	PUNCT
ap-1051	11	21	9	9	NUM
ap-1051	11	22	]	]	PUNCT
ap-1051	11	23	)	)	PUNCT
ap-1051	11	24	.	.	PUNCT
ap-1051	12	1	these	these	DET
ap-1051	12	2	compiler	compiler	NOUN
ap-1051	12	3	techniques	technique	NOUN
ap-1051	12	4	are	be	AUX
ap-1051	12	5	used	use	VERB
ap-1051	12	6	in	in	ADP
ap-1051	12	7	programs	program	NOUN
ap-1051	12	8	to	to	PART
ap-1051	12	9	maximize	maximize	VERB
ap-1051	12	10	the	the	DET
ap-1051	12	11	cache	cache	NOUN
ap-1051	12	12	hit	hit	VERB
ap-1051	12	13	ratio	ratio	NOUN
ap-1051	12	14	and	and	CCONJ
ap-1051	12	15	improve	improve	VERB
ap-1051	12	16	alu	alu	NOUN
ap-1051	12	17	and	and	CCONJ
ap-1051	12	18	fpu	fpu	PROPN
ap-1051	12	19	utilization	utilization	PROPN
ap-1051	12	20	.	.	PUNCT
ap-1051	13	1	2	2	NUM
ap-1051	13	2	linear	linear	NOUN
ap-1051	13	3	codes	code	VERB
ap-1051	13	4	2.1	2.1	NUM
ap-1051	13	5	existing	exist	VERB
ap-1051	13	6	la	la	PROPN
ap-1051	13	7	libraries	library	NOUN
ap-1051	13	8	and	and	CCONJ
ap-1051	13	9	their	their	PRON
ap-1051	13	10	possible	possible	ADJ
ap-1051	13	11	drawbacks	drawback	NOUN
ap-1051	13	12	there	there	ADV
ap-1051	13	13	exist	exist	VERB
ap-1051	13	14	many	many	ADJ
ap-1051	13	15	libraries	library	NOUN
ap-1051	13	16	for	for	ADP
ap-1051	13	17	the	the	DET
ap-1051	13	18	linear	linear	ADJ
ap-1051	13	19	algebra	algebra	NOUN
ap-1051	13	20	(	(	PUNCT
ap-1051	13	21	la	la	NOUN
ap-1051	13	22	)	)	PUNCT
ap-1051	13	23	such	such	ADJ
ap-1051	13	24	as	as	ADP
ap-1051	13	25	blas	blas	PROPN
ap-1051	13	26	[	[	X
ap-1051	13	27	5	5	NUM
ap-1051	13	28	]	]	PUNCT
ap-1051	13	29	,	,	PUNCT
ap-1051	13	30	lapack	lapack	PROPN
ap-1051	14	1	[	[	X
ap-1051	14	2	2	2	NUM
ap-1051	14	3	]	]	PUNCT
ap-1051	14	4	,	,	PUNCT
ap-1051	14	5	intel	intel	PROPN
ap-1051	14	6	mkl	mkl	PROPN
ap-1051	14	7	[	[	X
ap-1051	14	8	1	1	NUM
ap-1051	14	9	]	]	PUNCT
ap-1051	14	10	etc	etc	X
ap-1051	14	11	.	.	X
ap-1051	15	1	they	they	PRON
ap-1051	15	2	are	be	AUX
ap-1051	15	3	tuned	tune	VERB
ap-1051	15	4	for	for	ADP
ap-1051	15	5	the	the	DET
ap-1051	15	6	given	give	VERB
ap-1051	15	7	architecture	architecture	NOUN
ap-1051	15	8	,	,	PUNCT
ap-1051	15	9	but	but	CCONJ
ap-1051	15	10	they	they	PRON
ap-1051	15	11	also	also	ADV
ap-1051	15	12	have	have	VERB
ap-1051	15	13	some	some	DET
ap-1051	15	14	drawbacks	drawback	NOUN
ap-1051	15	15	:	:	PUNCT
ap-1051	15	16	�	�	NOUN
ap-1051	15	17	we	we	PRON
ap-1051	15	18	must	must	AUX
ap-1051	15	19	include	include	VERB
ap-1051	15	20	the	the	DET
ap-1051	15	21	whole	whole	ADJ
ap-1051	15	22	library	library	NOUN
ap-1051	15	23	in	in	ADP
ap-1051	15	24	the	the	DET
ap-1051	15	25	final	final	ADJ
ap-1051	15	26	code	code	NOUN
ap-1051	15	27	,	,	PUNCT
ap-1051	15	28	it	it	PRON
ap-1051	15	29	can	can	AUX
ap-1051	15	30	significantly	significantly	ADV
ap-1051	15	31	increase	increase	VERB
ap-1051	15	32	the	the	DET
ap-1051	15	33	code	code	NOUN
ap-1051	15	34	size	size	NOUN
ap-1051	15	35	.	.	PUNCT
ap-1051	16	1	�	�	PROPN
ap-1051	16	2	licence	licence	NOUN
ap-1051	16	3	problems	problem	NOUN
ap-1051	16	4	can	can	AUX
ap-1051	16	5	occur	occur	VERB
ap-1051	16	6	.	.	PUNCT
ap-1051	17	1	�	�	PROPN
ap-1051	17	2	some	some	DET
ap-1051	17	3	format	format	NOUN
ap-1051	17	4	for	for	ADP
ap-1051	17	5	storing	store	VERB
ap-1051	17	6	sparse	sparse	ADJ
ap-1051	17	7	matrices	matrix	NOUN
ap-1051	17	8	are	be	AUX
ap-1051	17	9	not	not	PART
ap-1051	17	10	supported	support	VERB
ap-1051	17	11	.	.	PUNCT
ap-1051	18	1	�	�	PROPN
ap-1051	18	2	operations	operation	NOUN
ap-1051	18	3	are	be	AUX
ap-1051	18	4	“	"	PUNCT
ap-1051	18	5	black	black	ADJ
ap-1051	18	6	boxes	box	NOUN
ap-1051	18	7	”	"	PUNCT
ap-1051	18	8	,	,	PUNCT
ap-1051	18	9	so	so	ADV
ap-1051	18	10	the	the	DET
ap-1051	18	11	user	user	NOUN
ap-1051	18	12	can	can	AUX
ap-1051	18	13	not	not	PART
ap-1051	18	14	manage	manage	VERB
ap-1051	18	15	the	the	DET
ap-1051	18	16	inner	inner	ADJ
ap-1051	18	17	solution	solution	NOUN
ap-1051	18	18	process	process	NOUN
ap-1051	18	19	.	.	PUNCT
ap-1051	19	1	�	�	PROPN
ap-1051	19	2	a	a	DET
ap-1051	19	3	combination	combination	NOUN
ap-1051	19	4	of	of	ADP
ap-1051	19	5	two	two	NUM
ap-1051	19	6	or	or	CCONJ
ap-1051	19	7	more	more	ADJ
ap-1051	19	8	operations	operation	NOUN
ap-1051	19	9	with	with	ADP
ap-1051	19	10	the	the	DET
ap-1051	19	11	same	same	ADJ
ap-1051	19	12	operands	operand	NOUN
ap-1051	19	13	is	be	AUX
ap-1051	19	14	solved	solve	VERB
ap-1051	19	15	separately	separately	ADV
ap-1051	19	16	(	(	PUNCT
ap-1051	19	17	i.e.	i.e.	X
ap-1051	19	18	inefficiently	inefficiently	ADV
ap-1051	19	19	)	)	PUNCT
ap-1051	19	20	.	.	PUNCT
ap-1051	20	1	©	©	PROPN
ap-1051	20	2	czech	czech	PROPN
ap-1051	20	3	technical	technical	PROPN
ap-1051	20	4	university	university	PROPN
ap-1051	20	5	publishing	publishing	NOUN
ap-1051	20	6	house	house	NOUN
ap-1051	20	7	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-1051	20	8	29	29	NUM
ap-1051	20	9	acta	acta	PROPN
ap-1051	20	10	polytechnica	polytechnica	PROPN
ap-1051	20	11	vol	vol	NOUN
ap-1051	20	12	.	.	PUNCT
ap-1051	21	1	48	48	NUM
ap-1051	21	2	no	no	NOUN
ap-1051	21	3	.	.	PUNCT
ap-1051	22	1	5/2008	5/2008	NOUN
ap-1051	22	2	memory	memory	NOUN
ap-1051	22	3	hierarchy	hierarchy	NOUN
ap-1051	22	4	behavior	behavior	NOUN
ap-1051	22	5	study	study	NOUN
ap-1051	22	6	during	during	ADP
ap-1051	22	7	the	the	DET
ap-1051	22	8	execution	execution	NOUN
ap-1051	22	9	of	of	ADP
ap-1051	22	10	recursive	recursive	ADJ
ap-1051	22	11	linear	linear	PROPN
ap-1051	22	12	algebra	algebra	PROPN
ap-1051	22	13	library	library	PROPN
ap-1051	22	14	i.	i.	PROPN
ap-1051	22	15	šimeček	šimeček	PROPN
ap-1051	22	16	for	for	ADP
ap-1051	22	17	good	good	ADJ
ap-1051	22	18	performance	performance	NOUN
ap-1051	22	19	of	of	ADP
ap-1051	22	20	every	every	DET
ap-1051	22	21	computer	computer	NOUN
ap-1051	22	22	program	program	NOUN
ap-1051	22	23	,	,	PUNCT
ap-1051	22	24	good	good	ADJ
ap-1051	22	25	cache	cache	NOUN
ap-1051	22	26	and	and	CCONJ
ap-1051	22	27	tlb	tlb	NOUN
ap-1051	22	28	utilization	utilization	NOUN
ap-1051	22	29	is	be	AUX
ap-1051	22	30	crucial	crucial	ADJ
ap-1051	22	31	.	.	PUNCT
ap-1051	23	1	in	in	ADP
ap-1051	23	2	numerical	numerical	PROPN
ap-1051	23	3	linear	linear	PROPN
ap-1051	23	4	algebra	algebra	PROPN
ap-1051	23	5	libraries	library	NOUN
ap-1051	23	6	(	(	PUNCT
ap-1051	23	7	such	such	ADJ
ap-1051	23	8	as	as	ADP
ap-1051	23	9	blas	bla	NOUN
ap-1051	23	10	or	or	CCONJ
ap-1051	23	11	lapack	lapack	PROPN
ap-1051	23	12	)	)	PUNCT
ap-1051	23	13	,	,	PUNCT
ap-1051	23	14	good	good	ADJ
ap-1051	23	15	cache	cache	NOUN
ap-1051	23	16	utilization	utilization	NOUN
ap-1051	23	17	is	be	AUX
ap-1051	23	18	achieved	achieve	VERB
ap-1051	23	19	by	by	ADP
ap-1051	23	20	explicit	explicit	ADJ
ap-1051	23	21	loop	loop	NOUN
ap-1051	23	22	restructuring	restructuring	NOUN
ap-1051	23	23	(	(	PUNCT
ap-1051	23	24	mainly	mainly	ADV
ap-1051	23	25	loop	loop	NOUN
ap-1051	23	26	blocking	blocking	NOUN
ap-1051	23	27	)	)	PUNCT
ap-1051	23	28	,	,	PUNCT
ap-1051	23	29	but	but	CCONJ
ap-1051	23	30	this	this	PRON
ap-1051	23	31	requires	require	VERB
ap-1051	23	32	difficult	difficult	ADJ
ap-1051	23	33	memory	memory	NOUN
ap-1051	23	34	pattern	pattern	NOUN
ap-1051	23	35	behavior	behavior	NOUN
ap-1051	23	36	analysis	analysis	NOUN
ap-1051	23	37	.	.	PUNCT
ap-1051	24	1	in	in	ADP
ap-1051	24	2	this	this	DET
ap-1051	24	3	paper	paper	NOUN
ap-1051	24	4	,	,	PUNCT
ap-1051	24	5	we	we	PRON
ap-1051	24	6	represent	represent	VERB
ap-1051	24	7	the	the	DET
ap-1051	24	8	recursive	recursive	ADJ
ap-1051	24	9	implementation	implementation	NOUN
ap-1051	24	10	(	(	PUNCT
ap-1051	24	11	“	"	PUNCT
ap-1051	24	12	divide	divide	VERB
ap-1051	24	13	and	and	CCONJ
ap-1051	24	14	conquer	conquer	VERB
ap-1051	24	15	”	"	PUNCT
ap-1051	24	16	approach	approach	NOUN
ap-1051	24	17	)	)	PUNCT
ap-1051	24	18	of	of	ADP
ap-1051	24	19	some	some	DET
ap-1051	24	20	routines	routine	NOUN
ap-1051	24	21	from	from	ADP
ap-1051	24	22	numerical	numerical	ADJ
ap-1051	24	23	algebra	algebra	PROPN
ap-1051	24	24	libraries	library	NOUN
ap-1051	24	25	.	.	PUNCT
ap-1051	25	1	this	this	DET
ap-1051	25	2	implementation	implementation	NOUN
ap-1051	25	3	leads	lead	VERB
ap-1051	25	4	to	to	ADP
ap-1051	25	5	good	good	ADJ
ap-1051	25	6	cache	cache	NOUN
ap-1051	25	7	and	and	CCONJ
ap-1051	25	8	tlb	tlb	NOUN
ap-1051	25	9	utilization	utilization	NOUN
ap-1051	25	10	with	with	ADP
ap-1051	25	11	no	no	DET
ap-1051	25	12	need	need	NOUN
ap-1051	25	13	to	to	PART
ap-1051	25	14	analyze	analyze	VERB
ap-1051	25	15	the	the	DET
ap-1051	25	16	memory	memory	NOUN
ap-1051	25	17	pattern	pattern	NOUN
ap-1051	25	18	behavior	behavior	NOUN
ap-1051	25	19	due	due	ADP
ap-1051	25	20	to	to	ADP
ap-1051	25	21	“	"	PUNCT
ap-1051	25	22	natural	natural	ADJ
ap-1051	25	23	”	"	PUNCT
ap-1051	25	24	partition	partition	NOUN
ap-1051	25	25	of	of	ADP
ap-1051	25	26	data	datum	NOUN
ap-1051	25	27	.	.	PUNCT
ap-1051	26	1	keywords	keyword	NOUN
ap-1051	26	2	:	:	PUNCT
ap-1051	26	3	numerical	numerical	PROPN
ap-1051	26	4	linear	linear	PROPN
ap-1051	26	5	algebra	algebra	PROPN
ap-1051	26	6	,	,	PUNCT
ap-1051	26	7	code	code	NOUN
ap-1051	26	8	restructuring	restructuring	NOUN
ap-1051	26	9	,	,	PUNCT
ap-1051	26	10	loop	loop	NOUN
ap-1051	26	11	unrolling	unroll	VERB
ap-1051	26	12	,	,	PUNCT
ap-1051	26	13	recursive	recursive	ADJ
ap-1051	26	14	implementation	implementation	NOUN
ap-1051	26	15	,	,	PUNCT
ap-1051	26	16	memory	memory	NOUN
ap-1051	26	17	hierarchy	hierarchy	NOUN
ap-1051	26	18	utilization	utilization	NOUN
ap-1051	26	19	.	.	PUNCT
ap-1051	27	1	fig	fig	NOUN
ap-1051	27	2	.	.	PUNCT
ap-1051	28	1	1	1	NUM
ap-1051	28	2	:	:	PUNCT
ap-1051	28	3	the	the	DET
ap-1051	28	4	memory	memory	NOUN
ap-1051	28	5	hierarchy	hierarchy	PROPN
ap-1051	28	6	scheme	scheme	NOUN
ap-1051	28	7	fig	fig	NOUN
ap-1051	28	8	.	.	PUNCT
ap-1051	29	1	2	2	NUM
ap-1051	29	2	:	:	PUNCT
ap-1051	29	3	parameters	parameter	NOUN
ap-1051	29	4	of	of	ADP
ap-1051	29	5	the	the	DET
ap-1051	29	6	cache	cache	NOUN
ap-1051	29	7	model	model	NOUN
ap-1051	29	8	2.2	2.2	NUM
ap-1051	29	9	linear	linear	ADJ
ap-1051	29	10	code	code	NOUN
ap-1051	29	11	optimization	optimization	NOUN
ap-1051	29	12	there	there	PRON
ap-1051	29	13	are	be	VERB
ap-1051	29	14	many	many	ADJ
ap-1051	29	15	routines	routine	NOUN
ap-1051	29	16	for	for	ADP
ap-1051	29	17	linear	linear	PROPN
ap-1051	29	18	algebra	algebra	NOUN
ap-1051	29	19	.	.	PUNCT
ap-1051	30	1	for	for	ADP
ap-1051	30	2	demonstration	demonstration	NOUN
ap-1051	30	3	purposes	purpose	NOUN
ap-1051	30	4	,	,	PUNCT
ap-1051	30	5	we	we	PRON
ap-1051	30	6	choose	choose	VERB
ap-1051	30	7	following	follow	VERB
ap-1051	30	8	:	:	PUNCT
ap-1051	30	9	1	1	X
ap-1051	30	10	.	.	X
ap-1051	30	11	matrix	matrix	NOUN
ap-1051	30	12	-	-	PUNCT
ap-1051	30	13	matrix	matrix	NOUN
ap-1051	30	14	multiplication	multiplication	NOUN
ap-1051	30	15	(	(	PUNCT
ap-1051	30	16	gemm	gemm	NOUN
ap-1051	30	17	in	in	ADP
ap-1051	30	18	blas	blas	PROPN
ap-1051	30	19	notation	notation	PROPN
ap-1051	30	20	)	)	PUNCT
ap-1051	30	21	.	.	PUNCT
ap-1051	31	1	2	2	X
ap-1051	31	2	.	.	X
ap-1051	31	3	symmetric	symmetric	ADJ
ap-1051	31	4	matrix	matrix	NOUN
ap-1051	31	5	-	-	PUNCT
ap-1051	31	6	matrix	matrix	NOUN
ap-1051	31	7	multiplication	multiplication	NOUN
ap-1051	31	8	(	(	PUNCT
ap-1051	31	9	syrk	syrk	ADJ
ap-1051	31	10	in	in	ADP
ap-1051	31	11	blas	blas	PROPN
ap-1051	31	12	notation	notation	PROPN
ap-1051	31	13	)	)	PUNCT
ap-1051	31	14	.	.	PUNCT
ap-1051	32	1	3	3	X
ap-1051	32	2	.	.	X
ap-1051	32	3	backward	backward	ADJ
ap-1051	32	4	substitution	substitution	NOUN
ap-1051	32	5	(	(	PUNCT
ap-1051	32	6	trsm	trsm	PROPN
ap-1051	32	7	in	in	ADP
ap-1051	32	8	blas	blas	PROPN
ap-1051	32	9	notation	notation	PROPN
ap-1051	32	10	)	)	PUNCT
ap-1051	32	11	.	.	PUNCT
ap-1051	33	1	4	4	X
ap-1051	33	2	.	.	X
ap-1051	33	3	cholesky	cholesky	ADJ
ap-1051	33	4	factorization	factorization	NOUN
ap-1051	33	5	(	(	PUNCT
ap-1051	33	6	potrf	potrf	NOUN
ap-1051	33	7	in	in	ADP
ap-1051	33	8	lapack	lapack	PROPN
ap-1051	33	9	notation	notation	PROPN
ap-1051	33	10	)	)	PUNCT
ap-1051	33	11	.	.	PUNCT
ap-1051	34	1	the	the	DET
ap-1051	34	2	standard	standard	PROPN
ap-1051	34	3	code	code	NOUN
ap-1051	34	4	of	of	ADP
ap-1051	34	5	these	these	DET
ap-1051	34	6	routines	routine	NOUN
ap-1051	34	7	has	have	VERB
ap-1051	34	8	good	good	ADJ
ap-1051	34	9	performance	performance	NOUN
ap-1051	34	10	due	due	ADP
ap-1051	34	11	to	to	ADP
ap-1051	34	12	the	the	DET
ap-1051	34	13	high	high	ADJ
ap-1051	34	14	cache	cache	NOUN
ap-1051	34	15	hit	hit	VERB
ap-1051	34	16	ratio	ratio	NOUN
ap-1051	34	17	only	only	ADV
ap-1051	34	18	for	for	ADP
ap-1051	34	19	small	small	ADJ
ap-1051	34	20	sizes	size	NOUN
ap-1051	34	21	of	of	ADP
ap-1051	34	22	order	order	NOUN
ap-1051	34	23	of	of	ADP
ap-1051	34	24	matrix	matrix	NOUN
ap-1051	34	25	.	.	PUNCT
ap-1051	35	1	when	when	SCONJ
ap-1051	35	2	good	good	ADJ
ap-1051	35	3	performance	performance	NOUN
ap-1051	35	4	is	be	AUX
ap-1051	35	5	required	require	VERB
ap-1051	35	6	for	for	ADP
ap-1051	35	7	larger	large	ADJ
ap-1051	35	8	values	value	NOUN
ap-1051	35	9	,	,	PUNCT
ap-1051	35	10	modifications	modification	NOUN
ap-1051	35	11	must	must	AUX
ap-1051	35	12	be	be	AUX
ap-1051	35	13	made	make	VERB
ap-1051	35	14	.	.	PUNCT
ap-1051	36	1	in	in	ADP
ap-1051	36	2	numerical	numerical	ADJ
ap-1051	36	3	algebra	algebra	PROPN
ap-1051	36	4	packages	package	NOUN
ap-1051	36	5	,	,	PUNCT
ap-1051	36	6	this	this	PRON
ap-1051	36	7	is	be	AUX
ap-1051	36	8	achieved	achieve	VERB
ap-1051	36	9	by	by	ADP
ap-1051	36	10	explicit	explicit	ADJ
ap-1051	36	11	loop	loop	NOUN
ap-1051	36	12	restructuring	restructuring	NOUN
ap-1051	36	13	.	.	PUNCT
ap-1051	37	1	this	this	PRON
ap-1051	37	2	includes	include	VERB
ap-1051	37	3	loop	loop	NOUN
ap-1051	37	4	unrolling	unroll	VERB
ap-1051	37	5	-	-	PUNCT
ap-1051	37	6	and	and	CCONJ
ap-1051	37	7	-	-	PUNCT
ap-1051	37	8	jam	jam	NOUN
ap-1051	37	9	which	which	PRON
ap-1051	37	10	increase	increase	VERB
ap-1051	37	11	the	the	DET
ap-1051	37	12	fpu	fpu	PROPN
ap-1051	37	13	pipeline	pipeline	PROPN
ap-1051	37	14	utilization	utilization	NOUN
ap-1051	37	15	in	in	ADP
ap-1051	37	16	the	the	DET
ap-1051	37	17	innermost	innermost	PROPN
ap-1051	37	18	loop	loop	NOUN
ap-1051	37	19	,	,	PUNCT
ap-1051	37	20	loop	loop	NOUN
ap-1051	37	21	blocking	blocking	NOUN
ap-1051	37	22	(	(	PUNCT
ap-1051	37	23	which	which	PRON
ap-1051	37	24	is	be	AUX
ap-1051	37	25	why	why	SCONJ
ap-1051	37	26	we	we	PRON
ap-1051	37	27	refer	refer	VERB
ap-1051	37	28	to	to	ADP
ap-1051	37	29	blocked	block	VERB
ap-1051	37	30	codes	code	NOUN
ap-1051	37	31	)	)	PUNCT
ap-1051	37	32	and	and	CCONJ
ap-1051	37	33	loop	loop	NOUN
ap-1051	37	34	interchange	interchange	NOUN
ap-1051	37	35	to	to	PART
ap-1051	37	36	maximize	maximize	VERB
ap-1051	37	37	the	the	DET
ap-1051	37	38	cache	cache	NOUN
ap-1051	37	39	hit	hit	VERB
ap-1051	37	40	ratio	ratio	NOUN
ap-1051	37	41	.	.	PUNCT
ap-1051	38	1	after	after	ADP
ap-1051	38	2	applying	apply	VERB
ap-1051	38	3	of	of	ADP
ap-1051	38	4	these	these	DET
ap-1051	38	5	transformations	transformation	NOUN
ap-1051	38	6	,	,	PUNCT
ap-1051	38	7	these	these	DET
ap-1051	38	8	codes	code	NOUN
ap-1051	38	9	are	be	AUX
ap-1051	38	10	divided	divide	VERB
ap-1051	38	11	into	into	ADP
ap-1051	38	12	two	two	NUM
ap-1051	38	13	parts	part	NOUN
ap-1051	38	14	.	.	PUNCT
ap-1051	39	1	the	the	DET
ap-1051	39	2	outer	outer	ADJ
ap-1051	39	3	loops	loop	NOUN
ap-1051	39	4	are	be	AUX
ap-1051	39	5	“	"	PUNCT
ap-1051	39	6	out	out	ADJ
ap-1051	39	7	-	-	PUNCT
ap-1051	39	8	cache	cache	NOUN
ap-1051	39	9	”	"	PUNCT
ap-1051	39	10	,	,	PUNCT
ap-1051	39	11	and	and	CCONJ
ap-1051	39	12	the	the	DET
ap-1051	39	13	inner	inner	ADJ
ap-1051	39	14	loops	loop	NOUN
ap-1051	39	15	are	be	AUX
ap-1051	39	16	“	"	PUNCT
ap-1051	39	17	in	in	ADP
ap-1051	39	18	-	-	PUNCT
ap-1051	39	19	cache	cache	NOUN
ap-1051	39	20	”	"	PUNCT
ap-1051	39	21	.	.	PUNCT
ap-1051	40	1	the	the	DET
ap-1051	40	2	codes	code	NOUN
ap-1051	40	3	have	have	VERB
ap-1051	40	4	almost	almost	ADV
ap-1051	40	5	the	the	DET
ap-1051	40	6	same	same	ADJ
ap-1051	40	7	performance	performance	NOUN
ap-1051	40	8	irrespective	irrespective	ADV
ap-1051	40	9	on	on	ADP
ap-1051	40	10	the	the	DET
ap-1051	40	11	amount	amount	NOUN
ap-1051	40	12	of	of	ADP
ap-1051	40	13	data	datum	NOUN
ap-1051	40	14	.	.	PUNCT
ap-1051	41	1	but	but	CCONJ
ap-1051	41	2	good	good	ADJ
ap-1051	41	3	cache	cache	NOUN
ap-1051	41	4	utilization	utilization	NOUN
ap-1051	41	5	can	can	AUX
ap-1051	41	6	also	also	ADV
ap-1051	41	7	be	be	AUX
ap-1051	41	8	achieved	achieve	VERB
ap-1051	41	9	by	by	ADP
ap-1051	41	10	the	the	DET
ap-1051	41	11	“	"	PUNCT
ap-1051	41	12	divide	divide	NOUN
ap-1051	41	13	-	-	PUNCT
ap-1051	41	14	and	and	CCONJ
ap-1051	41	15	-	-	PUNCT
ap-1051	41	16	conquer	conquer	NOUN
ap-1051	41	17	”	"	PUNCT
ap-1051	41	18	approach	approach	NOUN
ap-1051	41	19	.	.	PUNCT
ap-1051	42	1	these	these	DET
ap-1051	42	2	codes	code	NOUN
ap-1051	42	3	,	,	PUNCT
ap-1051	42	4	which	which	PRON
ap-1051	42	5	use	use	VERB
ap-1051	42	6	recursive	recursive	ADJ
ap-1051	42	7	-	-	PUNCT
ap-1051	42	8	style	style	NOUN
ap-1051	42	9	formulations	formulation	NOUN
ap-1051	42	10	,	,	PUNCT
ap-1051	42	11	referred	refer	VERB
ap-1051	42	12	to	to	ADP
ap-1051	42	13	as	as	SCONJ
ap-1051	42	14	recursive	recursive	ADJ
ap-1051	42	15	-	-	PUNCT
ap-1051	42	16	based	base	VERB
ap-1051	42	17	.	.	PUNCT
ap-1051	43	1	2.3	2.3	NUM
ap-1051	43	2	comparison	comparison	NOUN
ap-1051	43	3	of	of	ADP
ap-1051	43	4	two	two	NUM
ap-1051	43	5	approaches	approach	NOUN
ap-1051	43	6	for	for	ADP
ap-1051	43	7	the	the	DET
ap-1051	43	8	design	design	NOUN
ap-1051	43	9	of	of	ADP
ap-1051	43	10	numerical	numerical	PROPN
ap-1051	43	11	la	la	PROPN
ap-1051	43	12	routines	routine	NOUN
ap-1051	43	13	2.3.1	2.3.1	NUM
ap-1051	43	14	blocked	block	VERB
ap-1051	43	15	code	code	NOUN
ap-1051	43	16	programming	programming	NOUN
ap-1051	43	17	effective	effective	ADJ
ap-1051	43	18	implementation	implementation	NOUN
ap-1051	43	19	in	in	ADP
ap-1051	43	20	blocked	block	VERB
ap-1051	43	21	code	code	NOUN
ap-1051	43	22	programming	programming	NOUN
ap-1051	43	23	style	style	NOUN
ap-1051	43	24	requires	require	VERB
ap-1051	43	25	the	the	DET
ap-1051	43	26	following	follow	VERB
ap-1051	43	27	steps	step	NOUN
ap-1051	43	28	:	:	PUNCT
ap-1051	43	29	1	1	NUM
ap-1051	43	30	.	.	X
ap-1051	43	31	straightforward	straightforward	ADJ
ap-1051	43	32	implementation	implementation	NOUN
ap-1051	43	33	.	.	PUNCT
ap-1051	44	1	2	2	X
ap-1051	44	2	.	.	X
ap-1051	44	3	design	design	VERB
ap-1051	44	4	a	a	DET
ap-1051	44	5	coarse	coarse	ADJ
ap-1051	44	6	cache	cache	NOUN
ap-1051	44	7	model	model	NOUN
ap-1051	44	8	of	of	ADP
ap-1051	44	9	this	this	DET
ap-1051	44	10	code	code	NOUN
ap-1051	44	11	.	.	PUNCT
ap-1051	45	1	3	3	X
ap-1051	45	2	.	.	X
ap-1051	45	3	apply	apply	VERB
ap-1051	45	4	source	source	NOUN
ap-1051	45	5	code	code	NOUN
ap-1051	45	6	transformations	transformation	NOUN
ap-1051	45	7	(	(	PUNCT
ap-1051	45	8	according	accord	VERB
ap-1051	45	9	to	to	ADP
ap-1051	45	10	the	the	DET
ap-1051	45	11	architecture	architecture	NOUN
ap-1051	45	12	parameters	parameter	NOUN
ap-1051	45	13	)	)	PUNCT
ap-1051	45	14	.	.	PUNCT
ap-1051	46	1	4	4	X
ap-1051	46	2	.	.	X
ap-1051	46	3	refine	refine	VERB
ap-1051	46	4	the	the	DET
ap-1051	46	5	cache	cache	PROPN
ap-1051	46	6	model	model	NOUN
ap-1051	46	7	.	.	PUNCT
ap-1051	47	1	5	5	X
ap-1051	47	2	.	.	X
ap-1051	47	3	derive	derive	VERB
ap-1051	47	4	optimal	optimal	ADJ
ap-1051	47	5	values	value	NOUN
ap-1051	47	6	of	of	ADP
ap-1051	47	7	the	the	DET
ap-1051	47	8	program	program	NOUN
ap-1051	47	9	thresholds	threshold	NOUN
ap-1051	47	10	from	from	ADP
ap-1051	47	11	the	the	DET
ap-1051	47	12	cache	cache	NOUN
ap-1051	47	13	parameters	parameter	NOUN
ap-1051	47	14	.	.	PUNCT
ap-1051	48	1	2.3.2	2.3.2	NUM
ap-1051	48	2	recursive	recursive	ADJ
ap-1051	48	3	code	code	NOUN
ap-1051	48	4	programming	programming	NOUN
ap-1051	48	5	the	the	DET
ap-1051	48	6	motivation	motivation	NOUN
ap-1051	48	7	idea	idea	NOUN
ap-1051	48	8	of	of	ADP
ap-1051	48	9	recursive	recursive	ADJ
ap-1051	48	10	codes	code	NOUN
ap-1051	48	11	,	,	PUNCT
ap-1051	48	12	is	be	AUX
ap-1051	48	13	to	to	PART
ap-1051	48	14	divide	divide	VERB
ap-1051	48	15	the	the	DET
ap-1051	48	16	matrices	matrix	NOUN
ap-1051	48	17	into	into	ADP
ap-1051	48	18	disjoint	disjoint	ADJ
ap-1051	48	19	submatrices	submatrice	NOUN
ap-1051	48	20	of	of	ADP
ap-1051	48	21	the	the	DET
ap-1051	48	22	same	same	ADJ
ap-1051	48	23	size	size	NOUN
ap-1051	48	24	(	(	PUNCT
ap-1051	48	25	see	see	VERB
ap-1051	48	26	[	[	X
ap-1051	48	27	3	3	NUM
ap-1051	48	28	,	,	PUNCT
ap-1051	48	29	4	4	NUM
ap-1051	48	30	]	]	NUM
ap-1051	48	31	)	)	PUNCT
ap-1051	48	32	.	.	PUNCT
ap-1051	49	1	the	the	DET
ap-1051	49	2	resulting	result	VERB
ap-1051	49	3	code	code	NOUN
ap-1051	49	4	has	have	VERB
ap-1051	49	5	much	much	ADV
ap-1051	49	6	better	well	ADJ
ap-1051	49	7	spatial	spatial	ADJ
ap-1051	49	8	and	and	CCONJ
ap-1051	49	9	temporal	temporal	ADJ
ap-1051	49	10	locality	locality	NOUN
ap-1051	49	11	.	.	PUNCT
ap-1051	50	1	effective	effective	ADJ
ap-1051	50	2	implementation	implementation	NOUN
ap-1051	50	3	in	in	ADP
ap-1051	50	4	recursive	recursive	ADJ
ap-1051	50	5	code	code	NOUN
ap-1051	50	6	programming	programming	NOUN
ap-1051	50	7	style	style	NOUN
ap-1051	50	8	requires	require	VERB
ap-1051	50	9	the	the	DET
ap-1051	50	10	following	follow	VERB
ap-1051	50	11	steps	step	NOUN
ap-1051	50	12	:	:	PUNCT
ap-1051	50	13	1	1	NUM
ap-1051	50	14	.	.	X
ap-1051	50	15	straightforward	straightforward	ADJ
ap-1051	50	16	implementation	implementation	NOUN
ap-1051	50	17	.	.	PUNCT
ap-1051	51	1	2	2	X
ap-1051	51	2	.	.	X
ap-1051	51	3	apply	apply	VERB
ap-1051	51	4	source	source	NOUN
ap-1051	51	5	code	code	NOUN
ap-1051	51	6	transformations	transformation	NOUN
ap-1051	51	7	(	(	PUNCT
ap-1051	51	8	according	accord	VERB
ap-1051	51	9	to	to	ADP
ap-1051	51	10	architecture	architecture	NOUN
ap-1051	51	11	parameters	parameter	NOUN
ap-1051	51	12	)	)	PUNCT
ap-1051	51	13	.	.	PUNCT
ap-1051	52	1	3	3	X
ap-1051	52	2	.	.	X
ap-1051	52	3	express	express	PROPN
ap-1051	52	4	routine(s	routine(s	PROPN
ap-1051	52	5	)	)	PUNCT
ap-1051	52	6	in	in	ADP
ap-1051	52	7	the	the	DET
ap-1051	52	8	recursive	recursive	ADJ
ap-1051	52	9	style	style	NOUN
ap-1051	52	10	.	.	PUNCT
ap-1051	53	1	4	4	X
ap-1051	53	2	.	.	X
ap-1051	53	3	measure	measure	NOUN
ap-1051	53	4	threshold	threshold	NOUN
ap-1051	53	5	value(s	value(s	NOUN
ap-1051	53	6	)	)	PUNCT
ap-1051	53	7	.	.	PUNCT
ap-1051	54	1	2.4	2.4	NUM
ap-1051	54	2	discussion	discussion	NOUN
ap-1051	54	3	the	the	DET
ap-1051	54	4	main	main	ADJ
ap-1051	54	5	differences	difference	NOUN
ap-1051	54	6	between	between	ADP
ap-1051	54	7	blocked	block	VERB
ap-1051	54	8	and	and	CCONJ
ap-1051	54	9	recursive	recursive	ADJ
ap-1051	54	10	-	-	PUNCT
ap-1051	54	11	based	base	VERB
ap-1051	54	12	codes	code	NOUN
ap-1051	54	13	are	be	AUX
ap-1051	54	14	�	�	PROPN
ap-1051	54	15	cache	cache	NOUN
ap-1051	54	16	analysis	analysis	NOUN
ap-1051	54	17	of	of	ADP
ap-1051	54	18	some	some	DET
ap-1051	54	19	la	la	ADJ
ap-1051	54	20	routines	routine	NOUN
ap-1051	54	21	is	be	AUX
ap-1051	54	22	very	very	ADV
ap-1051	54	23	difficult	difficult	ADJ
ap-1051	54	24	,	,	PUNCT
ap-1051	54	25	much	much	ADV
ap-1051	54	26	more	more	ADV
ap-1051	54	27	difficult	difficult	ADJ
ap-1051	54	28	than	than	ADP
ap-1051	54	29	recursive	recursive	ADJ
ap-1051	54	30	formulation	formulation	NOUN
ap-1051	54	31	of	of	ADP
ap-1051	54	32	these	these	DET
ap-1051	54	33	routines	routine	NOUN
ap-1051	54	34	.	.	PUNCT
ap-1051	55	1	�	�	PROPN
ap-1051	55	2	for	for	ADP
ap-1051	55	3	optimal	optimal	ADJ
ap-1051	55	4	performance	performance	NOUN
ap-1051	55	5	of	of	ADP
ap-1051	55	6	blocked	block	VERB
ap-1051	55	7	codes	code	NOUN
ap-1051	55	8	,	,	PUNCT
ap-1051	55	9	the	the	DET
ap-1051	55	10	program	program	NOUN
ap-1051	55	11	may	may	AUX
ap-1051	55	12	have	have	VERB
ap-1051	55	13	different	different	ADJ
ap-1051	55	14	in	in	ADP
ap-1051	55	15	-	-	PUNCT
ap-1051	55	16	l1	l1	NOUN
ap-1051	55	17	-	-	PUNCT
ap-1051	55	18	cache	cache	NOUN
ap-1051	55	19	loops	loop	NOUN
ap-1051	55	20	and	and	CCONJ
ap-1051	55	21	in	in	ADP
ap-1051	55	22	-	-	PUNCT
ap-1051	55	23	l2	l2	NOUN
ap-1051	55	24	-	-	PUNCT
ap-1051	55	25	cache	cache	NOUN
ap-1051	55	26	loops	loop	NOUN
ap-1051	55	27	(	(	PUNCT
ap-1051	55	28	and	and	CCONJ
ap-1051	55	29	in	in	ADP
ap-1051	55	30	-	-	PUNCT
ap-1051	55	31	l3	l3	NOUN
ap-1051	55	32	-	-	NOUN
ap-1051	55	33	cache	cache	NOUN
ap-1051	55	34	respectively	respectively	ADV
ap-1051	55	35	)	)	PUNCT
ap-1051	55	36	.	.	PUNCT
ap-1051	56	1	in	in	ADP
ap-1051	56	2	recursive	recursive	ADJ
ap-1051	56	3	-	-	PUNCT
ap-1051	56	4	based	base	VERB
ap-1051	56	5	codes	code	NOUN
ap-1051	56	6	,	,	PUNCT
ap-1051	56	7	this	this	PRON
ap-1051	56	8	is	be	AUX
ap-1051	56	9	automatically	automatically	ADV
ap-1051	56	10	done	do	VERB
ap-1051	56	11	by	by	ADP
ap-1051	56	12	the	the	DET
ap-1051	56	13	partitioning	partitioning	NOUN
ap-1051	56	14	of	of	ADP
ap-1051	56	15	the	the	DET
ap-1051	56	16	data	datum	NOUN
ap-1051	56	17	.	.	PUNCT
ap-1051	57	1	�	�	PROPN
ap-1051	57	2	blocked	block	VERB
ap-1051	57	3	codes	code	NOUN
ap-1051	57	4	lead	lead	VERB
ap-1051	57	5	to	to	ADP
ap-1051	57	6	even	even	ADV
ap-1051	57	7	better	well	ADJ
ap-1051	57	8	cache	cache	NOUN
ap-1051	57	9	utilization	utilization	NOUN
ap-1051	57	10	because	because	SCONJ
ap-1051	57	11	the	the	DET
ap-1051	57	12	data	data	NOUN
ap-1051	57	13	is	be	AUX
ap-1051	57	14	optimally	optimally	ADV
ap-1051	57	15	divided	divide	VERB
ap-1051	57	16	to	to	PART
ap-1051	57	17	fit	fit	VERB
ap-1051	57	18	into	into	ADP
ap-1051	57	19	the	the	DET
ap-1051	57	20	cache	cache	NOUN
ap-1051	57	21	.	.	PUNCT
ap-1051	58	1	in	in	ADP
ap-1051	58	2	recursive	recursive	ADJ
ap-1051	58	3	codes	code	NOUN
ap-1051	58	4	some	some	DET
ap-1051	58	5	part	part	NOUN
ap-1051	58	6	of	of	ADP
ap-1051	58	7	cache	cache	NOUN
ap-1051	58	8	memory	memory	NOUN
ap-1051	58	9	remains	remain	VERB
ap-1051	58	10	unused	unused	ADJ
ap-1051	58	11	.	.	PUNCT
ap-1051	59	1	�	�	PROPN
ap-1051	59	2	recursive	recursive	ADJ
ap-1051	59	3	style	style	NOUN
ap-1051	59	4	of	of	ADP
ap-1051	59	5	expression	expression	NOUN
ap-1051	59	6	is	be	AUX
ap-1051	59	7	very	very	ADV
ap-1051	59	8	easy	easy	ADJ
ap-1051	59	9	to	to	PART
ap-1051	59	10	understand	understand	VERB
ap-1051	59	11	and	and	CCONJ
ap-1051	59	12	results	result	NOUN
ap-1051	59	13	in	in	ADP
ap-1051	59	14	error	error	NOUN
ap-1051	59	15	-	-	PUNCT
ap-1051	59	16	free	free	ADJ
ap-1051	59	17	codes	code	NOUN
ap-1051	59	18	.	.	PUNCT
ap-1051	60	1	�	�	PROPN
ap-1051	60	2	recursive	recursive	ADV
ap-1051	60	3	-	-	PUNCT
ap-1051	60	4	based	base	VERB
ap-1051	60	5	codes	code	NOUN
ap-1051	60	6	have	have	VERB
ap-1051	60	7	additional	additional	ADJ
ap-1051	60	8	stack	stack	NOUN
ap-1051	60	9	management	management	NOUN
ap-1051	60	10	overhead	overhead	ADV
ap-1051	60	11	in	in	ADP
ap-1051	60	12	comparison	comparison	NOUN
ap-1051	60	13	to	to	ADP
ap-1051	60	14	blocked	block	VERB
ap-1051	60	15	codes	code	NOUN
ap-1051	60	16	.	.	PUNCT
ap-1051	61	1	3	3	NUM
ap-1051	61	2	detailed	detailed	ADJ
ap-1051	61	3	overview	overview	NOUN
ap-1051	61	4	of	of	ADP
ap-1051	61	5	matrix	matrix	NOUN
ap-1051	61	6	-	-	PUNCT
ap-1051	61	7	matrix	matrix	NOUN
ap-1051	61	8	multiplication	multiplication	NOUN
ap-1051	61	9	procedure	procedure	NOUN
ap-1051	61	10	3.1	3.1	NUM
ap-1051	61	11	matrix	matrix	NOUN
ap-1051	61	12	-	-	PUNCT
ap-1051	61	13	matrix	matrix	NOUN
ap-1051	61	14	multiplication	multiplication	NOUN
ap-1051	61	15	we	we	PRON
ap-1051	61	16	consider	consider	VERB
ap-1051	61	17	input	input	NOUN
ap-1051	61	18	real	real	ADJ
ap-1051	61	19	matrices	matrix	NOUN
ap-1051	61	20	a	a	PRON
ap-1051	61	21	i	i	PRON
ap-1051	61	22	k	k	PROPN
ap-1051	61	23	(	(	PUNCT
ap-1051	61	24	)	)	PUNCT
ap-1051	61	25	�	�	PROPN
ap-1051	61	26	,	,	PUNCT
ap-1051	61	27	b	b	PROPN
ap-1051	61	28	k	k	PROPN
ap-1051	61	29	j	j	PROPN
ap-1051	61	30	(	(	PUNCT
ap-1051	61	31	)	)	PUNCT
ap-1051	61	32	�	�	PROPN
ap-1051	61	33	and	and	CCONJ
ap-1051	61	34	c	c	PROPN
ap-1051	61	35	i	i	PRON
ap-1051	61	36	j	j	PROPN
ap-1051	61	37	(	(	PUNCT
ap-1051	61	38	)	)	PUNCT
ap-1051	61	39	�	�	PROPN
ap-1051	61	40	.	.	PUNCT
ap-1051	62	1	a	a	DET
ap-1051	62	2	standard	standard	ADJ
ap-1051	62	3	sequential	sequential	ADJ
ap-1051	62	4	pseudocode	pseudocode	NOUN
ap-1051	62	5	for	for	ADP
ap-1051	62	6	matrix	matrix	NOUN
ap-1051	62	7	-	-	PUNCT
ap-1051	62	8	matrix	matrix	NOUN
ap-1051	62	9	multiplicationc	multiplicationc	VERB
ap-1051	62	10	a	a	DET
ap-1051	62	11	b	b	PROPN
ap-1051	62	12	�	�	PROPN
ap-1051	62	13	�	�	PROPN
ap-1051	62	14	(	(	PUNCT
ap-1051	62	15	abbreviated	abbreviate	VERB
ap-1051	62	16	as	as	ADP
ap-1051	62	17	gemm	gemm	NOUN
ap-1051	62	18	,	,	PUNCT
ap-1051	62	19	assuming	assume	VERB
ap-1051	62	20	the	the	DET
ap-1051	62	21	ordering	ordering	NOUN
ap-1051	62	22	of	of	ADP
ap-1051	62	23	loops	loop	NOUN
ap-1051	62	24	:	:	PUNCT
ap-1051	62	25	i	i	PRON
ap-1051	62	26	,	,	PUNCT
ap-1051	62	27	j	j	PROPN
ap-1051	62	28	,	,	PUNCT
ap-1051	62	29	k	k	NOUN
ap-1051	62	30	)	)	PUNCT
ap-1051	62	31	is	be	AUX
ap-1051	62	32	as	as	SCONJ
ap-1051	62	33	follows	follow	VERB
ap-1051	62	34	:	:	PUNCT
ap-1051	62	35	3.2	3.2	NUM
ap-1051	62	36	recursion	recursion	NOUN
ap-1051	62	37	in	in	ADP
ap-1051	62	38	matrix	matrix	NOUN
ap-1051	62	39	-	-	PUNCT
ap-1051	62	40	matrix	matrix	NOUN
ap-1051	62	41	multiplication	multiplication	NOUN
ap-1051	62	42	let	let	VERB
ap-1051	62	43	us	we	PRON
ap-1051	62	44	denote	denote	VERB
ap-1051	62	45	c(i	c(i	NOUN
ap-1051	62	46	)	)	PUNCT
ap-1051	62	47	if	if	SCONJ
ap-1051	62	48	the	the	DET
ap-1051	62	49	final	final	ADJ
ap-1051	62	50	result	result	NOUN
ap-1051	62	51	(	(	PUNCT
ap-1051	62	52	matrix	matrix	NOUN
ap-1051	62	53	c	c	NOUN
ap-1051	62	54	)	)	PUNCT
ap-1051	62	55	is	be	AUX
ap-1051	62	56	computed	compute	VERB
ap-1051	62	57	from	from	ADP
ap-1051	62	58	the	the	DET
ap-1051	62	59	recursion	recursion	NOUN
ap-1051	62	60	by	by	ADP
ap-1051	62	61	i	i	PRON
ap-1051	62	62	variable	variable	ADJ
ap-1051	62	63	.	.	PUNCT
ap-1051	63	1	consider	consider	VERB
ap-1051	63	2	the	the	DET
ap-1051	63	3	partitioning	partitioning	NOUN
ap-1051	63	4	of	of	ADP
ap-1051	63	5	matrices	matrix	NOUN
ap-1051	63	6	a	a	PRON
ap-1051	63	7	,	,	PUNCT
ap-1051	63	8	b	b	NOUN
ap-1051	63	9	and	and	CCONJ
ap-1051	63	10	c	c	PROPN
ap-1051	63	11	as	as	SCONJ
ap-1051	63	12	follows	follow	VERB
ap-1051	63	13	.	.	PUNCT
ap-1051	64	1	for	for	ADP
ap-1051	64	2	better	well	ADJ
ap-1051	64	3	illustration	illustration	NOUN
ap-1051	64	4	,	,	PUNCT
ap-1051	64	5	the	the	DET
ap-1051	64	6	partitioning	partitioning	NOUN
ap-1051	64	7	of	of	ADP
ap-1051	64	8	matrices	matrix	NOUN
ap-1051	64	9	is	be	AUX
ap-1051	64	10	depicted	depict	VERB
ap-1051	64	11	in	in	ADP
ap-1051	64	12	the	the	DET
ap-1051	64	13	fig	fig	NOUN
ap-1051	64	14	.	.	PUNCT
ap-1051	65	1	3	3	NUM
ap-1051	65	2	.	.	NUM
ap-1051	65	3	30	30	NUM
ap-1051	65	4	©	©	PROPN
ap-1051	65	5	czech	czech	PROPN
ap-1051	65	6	technical	technical	PROPN
ap-1051	65	7	university	university	PROPN
ap-1051	65	8	publishing	publishing	NOUN
ap-1051	65	9	house	house	NOUN
ap-1051	65	10	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-1051	65	11	acta	acta	PROPN
ap-1051	65	12	polytechnica	polytechnica	PROPN
ap-1051	65	13	vol	vol	NOUN
ap-1051	65	14	.	.	PUNCT
ap-1051	66	1	48	48	NUM
ap-1051	66	2	no	no	NOUN
ap-1051	66	3	.	.	PUNCT
ap-1051	67	1	5/2008	5/2008	PROPN
ap-1051	67	2	pseudocode	pseudocode	NOUN
ap-1051	67	3	gemm_std	gemm_std	PROPN
ap-1051	67	4	(	(	PUNCT
ap-1051	67	5	*	*	PUNCT
ap-1051	67	6	standard	standard	ADJ
ap-1051	67	7	matrix	matrix	NOUN
ap-1051	67	8	-	-	PUNCT
ap-1051	67	9	matrix	matrix	NOUN
ap-1051	67	10	multiplication	multiplication	NOUN
ap-1051	67	11	*	*	PUNCT
ap-1051	67	12	)	)	PUNCT
ap-1051	67	13	(	(	PUNCT
ap-1051	67	14	1	1	X
ap-1051	67	15	)	)	PUNCT
ap-1051	67	16	for	for	ADP
ap-1051	67	17	i	i	PROPN
ap-1051	67	18	�	�	NOUN
ap-1051	67	19	1to	1to	NOUN
ap-1051	67	20	n	n	CCONJ
ap-1051	67	21	do	do	AUX
ap-1051	67	22	(	(	PUNCT
ap-1051	67	23	2	2	NUM
ap-1051	67	24	)	)	PUNCT
ap-1051	67	25	for	for	ADP
ap-1051	67	26	j	j	PROPN
ap-1051	67	27	�	�	PROPN
ap-1051	67	28	1to	1to	PROPN
ap-1051	67	29	n	n	CCONJ
ap-1051	67	30	do	do	AUX
ap-1051	67	31	(	(	PUNCT
ap-1051	67	32	3	3	X
ap-1051	67	33	)	)	PUNCT
ap-1051	67	34	sum	sum	NOUN
ap-1051	67	35	�	�	PROPN
ap-1051	67	36	0	0	PUNCT
ap-1051	67	37	(	(	PUNCT
ap-1051	67	38	4	4	NUM
ap-1051	67	39	)	)	PUNCT
ap-1051	67	40	for	for	ADP
ap-1051	67	41	k	k	PROPN
ap-1051	67	42	�	�	PROPN
ap-1051	67	43	1to	1to	PROPN
ap-1051	67	44	n	n	CCONJ
ap-1051	67	45	do	do	VERB
ap-1051	67	46	(	(	PUNCT
ap-1051	67	47	5	5	NUM
ap-1051	67	48	)	)	PUNCT
ap-1051	67	49	sum	sum	NOUN
ap-1051	67	50	a	a	DET
ap-1051	67	51	i	i	NOUN
ap-1051	67	52	k	k	PROPN
ap-1051	67	53	b	b	PROPN
ap-1051	67	54	k	k	PROPN
ap-1051	67	55	j	j	PROPN
ap-1051	67	56	�	�	PROPN
ap-1051	67	57	�	�	PROPN
ap-1051	67	58	�	�	PROPN
ap-1051	67	59	[	[	PUNCT
ap-1051	67	60	]	]	X
ap-1051	67	61	[	[	X
ap-1051	67	62	]	]	X
ap-1051	67	63	[	[	PUNCT
ap-1051	67	64	]	]	X
ap-1051	67	65	[	[	PUNCT
ap-1051	67	66	]	]	X
ap-1051	67	67	;	;	X
ap-1051	67	68	(	(	PUNCT
ap-1051	67	69	6	6	NUM
ap-1051	67	70	)	)	PUNCT
ap-1051	67	71	c	c	NOUN
ap-1051	68	1	i	i	PRON
ap-1051	68	2	j	j	PROPN
ap-1051	68	3	sum	sum	NOUN
ap-1051	68	4	[	[	PUNCT
ap-1051	68	5	]	]	X
ap-1051	68	6	[	[	PUNCT
ap-1051	68	7	]	]	X
ap-1051	68	8	;	;	PROPN
ap-1051	68	9	�	�	PROPN
ap-1051	68	10	fig	fig	NOUN
ap-1051	68	11	.	.	PUNCT
ap-1051	69	1	3	3	NUM
ap-1051	69	2	:	:	PUNCT
ap-1051	69	3	recursion	recursion	NOUN
ap-1051	69	4	in	in	ADP
ap-1051	69	5	gemm	gemm	NOUN
ap-1051	69	6	c	c	X
ap-1051	69	7	(	(	PUNCT
ap-1051	69	8	)	)	PUNCT
ap-1051	69	9	(	(	PUNCT
ap-1051	69	10	)	)	PUNCT
ap-1051	69	11	(	(	PUNCT
ap-1051	69	12	,	,	PUNCT
ap-1051	69	13	)	)	PUNCT
ap-1051	69	14	(	(	PUNCT
ap-1051	69	15	)	)	PUNCT
ap-1051	69	16	(	(	PUNCT
ap-1051	69	17	)	)	PUNCT
ap-1051	69	18	(	(	PUNCT
ap-1051	69	19	i	i	PRON
ap-1051	69	20	c	c	NOUN
ap-1051	69	21	c	c	NOUN
ap-1051	69	22	a	a	DET
ap-1051	69	23	a	a	DET
ap-1051	69	24	b	b	NOUN
ap-1051	69	25	a	a	DET
ap-1051	69	26	a	a	DET
ap-1051	69	27	b	b	NOUN
ap-1051	69	28	a	a	DET
ap-1051	69	29	b	b	NOUN
ap-1051	69	30	a	a	DET
ap-1051	69	31	b	b	PROPN
ap-1051	69	32	�	�	PROPN
ap-1051	69	33	�	�	PROPN
ap-1051	69	34	�	�	PROPN
ap-1051	69	35	�	�	PROPN
ap-1051	69	36	�	�	PROPN
ap-1051	69	37	�	�	PROPN
ap-1051	69	38	�	�	PROPN
ap-1051	69	39	�	�	PROPN
ap-1051	69	40	1	1	NUM
ap-1051	69	41	2	2	NUM
ap-1051	69	42	1	1	NUM
ap-1051	69	43	2	2	NUM
ap-1051	69	44	1	1	NUM
ap-1051	69	45	2	2	NUM
ap-1051	69	46	1	1	NUM
ap-1051	69	47	2gemm	2gemm	NUM
ap-1051	69	48	gemm	gemm	NOUN
ap-1051	69	49	�	�	PROPN
ap-1051	69	50	a	a	DET
ap-1051	69	51	b	b	NOUN
ap-1051	69	52	a	a	DET
ap-1051	69	53	b1	b1	NOUN
ap-1051	69	54	2	2	NUM
ap-1051	69	55	,	,	PUNCT
ap-1051	69	56	)	)	PUNCT
ap-1051	69	57	(	(	PUNCT
ap-1051	69	58	,	,	PUNCT
ap-1051	69	59	)	)	PUNCT
ap-1051	69	60	gemm	gemm	NOUN
ap-1051	69	61	c	c	NOUN
ap-1051	69	62	(	(	PUNCT
ap-1051	69	63	)	)	PUNCT
ap-1051	69	64	,	,	PUNCT
ap-1051	69	65	j	j	PROPN
ap-1051	69	66	c	c	NOUN
ap-1051	69	67	c	c	PROPN
ap-1051	69	68	a	a	DET
ap-1051	69	69	b	b	PROPN
ap-1051	69	70	b	b	PROPN
ap-1051	69	71	a	a	DET
ap-1051	69	72	b	b	PROPN
ap-1051	69	73	b	b	PROPN
ap-1051	69	74	�	�	PROPN
ap-1051	69	75	�	�	PROPN
ap-1051	69	76	�	�	PROPN
ap-1051	69	77	�	�	PROPN
ap-1051	69	78	�	�	PROPN
ap-1051	69	79	�	�	PROPN
ap-1051	69	80	�	�	PROPN
ap-1051	69	81	�	�	PROPN
ap-1051	69	82	�	�	PROPN
ap-1051	69	83	�	�	PROPN
ap-1051	69	84	�	�	PROPN
ap-1051	69	85	�	�	PROPN
ap-1051	69	86	�	�	PROPN
ap-1051	69	87	�	�	PROPN
ap-1051	69	88	�	�	PROPN
ap-1051	69	89	�	�	PROPN
ap-1051	69	90	�	�	PROPN
ap-1051	69	91	�	�	PROPN
ap-1051	69	92	�	�	PROPN
ap-1051	69	93	�	�	PROPN
ap-1051	69	94	1	1	NUM
ap-1051	69	95	2	2	NUM
ap-1051	69	96	1	1	NUM
ap-1051	69	97	2	2	NUM
ap-1051	69	98	1	1	NUM
ap-1051	69	99	2	2	NUM
ap-1051	69	100	gemm	gemm	NOUN
ap-1051	69	101	�	�	PROPN
ap-1051	69	102	�	�	PROPN
ap-1051	69	103	�	�	PROPN
ap-1051	69	104	�	�	PROPN
ap-1051	69	105	�	�	PROPN
ap-1051	69	106	�	�	PROPN
ap-1051	69	107	�	�	PROPN
ap-1051	69	108	�	�	PROPN
ap-1051	69	109	�	�	PROPN
ap-1051	69	110	�	�	PROPN
ap-1051	69	111	�	�	PROPN
ap-1051	69	112	�	�	PROPN
ap-1051	69	113	�	�	PROPN
ap-1051	69	114	�	�	PROPN
ap-1051	69	115	a	a	DET
ap-1051	69	116	b	b	PROPN
ap-1051	69	117	a	a	PRON
ap-1051	69	118	b	b	NOUN
ap-1051	69	119	a	a	DET
ap-1051	69	120	b	b	NOUN
ap-1051	69	121	a	a	DET
ap-1051	69	122	b	b	NOUN
ap-1051	69	123	1	1	NUM
ap-1051	69	124	2	2	NUM
ap-1051	69	125	1	1	NUM
ap-1051	69	126	2	2	NUM
ap-1051	69	127	gemm	gemm	NOUN
ap-1051	69	128	gemm	gemm	NOUN
ap-1051	69	129	(	(	PUNCT
ap-1051	69	130	,	,	PUNCT
ap-1051	69	131	)	)	PUNCT
ap-1051	69	132	(	(	PUNCT
ap-1051	69	133	,	,	PUNCT
ap-1051	69	134	)	)	PUNCT
ap-1051	69	135	c	c	X
ap-1051	69	136	(	(	PUNCT
ap-1051	69	137	)	)	PUNCT
ap-1051	69	138	,	,	PUNCT
ap-1051	69	139	(	(	PUNCT
ap-1051	69	140	)	)	PUNCT
ap-1051	69	141	k	k	PROPN
ap-1051	70	1	c	c	NOUN
ap-1051	70	2	c	c	PROPN
ap-1051	70	3	a	a	DET
ap-1051	70	4	a	a	DET
ap-1051	70	5	b	b	PROPN
ap-1051	70	6	b	b	PROPN
ap-1051	70	7	a	a	DET
ap-1051	70	8	a	a	DET
ap-1051	70	9	�	�	PROPN
ap-1051	70	10	�	�	PROPN
ap-1051	70	11	�	�	PROPN
ap-1051	70	12	�	�	PROPN
ap-1051	70	13	�	�	PROPN
ap-1051	70	14	�	�	PROPN
ap-1051	70	15	�	�	PROPN
ap-1051	70	16	�	�	PROPN
ap-1051	70	17	�	�	PROPN
ap-1051	70	18	�	�	PROPN
ap-1051	70	19	�	�	PROPN
ap-1051	70	20	�	�	PROPN
ap-1051	70	21	�	�	PROPN
ap-1051	70	22	�	�	PROPN
ap-1051	70	23	�	�	PROPN
ap-1051	70	24	�	�	PROPN
ap-1051	70	25	�	�	PROPN
ap-1051	70	26	1	1	NUM
ap-1051	70	27	2	2	NUM
ap-1051	70	28	1	1	NUM
ap-1051	70	29	2	2	NUM
ap-1051	70	30	1	1	NUM
ap-1051	70	31	2	2	NUM
ap-1051	70	32	1	1	NUM
ap-1051	70	33	2	2	NUM
ap-1051	70	34	gemm	gemm	NOUN
ap-1051	70	35	�	�	PROPN
ap-1051	70	36	�	�	PROPN
ap-1051	70	37	�	�	PROPN
ap-1051	70	38	�	�	PROPN
ap-1051	70	39	�	�	PROPN
ap-1051	70	40	�	�	PROPN
ap-1051	70	41	�	�	PROPN
ap-1051	70	42	�	�	PROPN
ap-1051	70	43	(	(	PUNCT
ap-1051	70	44	)	)	PUNCT
ap-1051	70	45	(	(	PUNCT
ap-1051	70	46	,	,	PUNCT
ap-1051	70	47	)	)	PUNCT
ap-1051	70	48	(	(	PUNCT
ap-1051	70	49	,	,	PUNCT
ap-1051	70	50	)	)	PUNCT
ap-1051	70	51	b	b	X
ap-1051	70	52	b	b	X
ap-1051	70	53	a	a	DET
ap-1051	70	54	b	b	NOUN
ap-1051	70	55	a	a	DET
ap-1051	70	56	b	b	NOUN
ap-1051	70	57	a	a	PRON
ap-1051	70	58	b	b	NOUN
ap-1051	70	59	a	a	DET
ap-1051	70	60	b	b	NOUN
ap-1051	70	61	1	1	NUM
ap-1051	70	62	2	2	NUM
ap-1051	70	63	1	1	NUM
ap-1051	70	64	1	1	NUM
ap-1051	70	65	2	2	NUM
ap-1051	70	66	2	2	NUM
ap-1051	70	67	1	1	NUM
ap-1051	70	68	1	1	NUM
ap-1051	70	69	2	2	NUM
ap-1051	70	70	2gemm	2gemm	NUM
ap-1051	70	71	gemm	gemm	NOUN
ap-1051	70	72	3.3	3.3	NUM
ap-1051	70	73	compulsory	compulsory	NOUN
ap-1051	70	74	misses	miss	VERB
ap-1051	70	75	during	during	ADP
ap-1051	70	76	the	the	DET
ap-1051	70	77	execution	execution	NOUN
ap-1051	70	78	of	of	ADP
ap-1051	70	79	gemm(a	gemm(a	PROPN
ap-1051	70	80	,	,	PUNCT
ap-1051	70	81	b	b	PROPN
ap-1051	70	82	,	,	PUNCT
ap-1051	70	83	c	c	X
ap-1051	70	84	,	,	PUNCT
ap-1051	70	85	i	i	PRON
ap-1051	70	86	,	,	PUNCT
ap-1051	70	87	j	j	PROPN
ap-1051	70	88	,	,	PUNCT
ap-1051	70	89	k	k	NOUN
ap-1051	70	90	)	)	PUNCT
ap-1051	70	91	routine	routine	ADJ
ap-1051	70	92	all	all	DET
ap-1051	70	93	elements	element	NOUN
ap-1051	70	94	from	from	ADP
ap-1051	70	95	arrays	array	NOUN
ap-1051	70	96	a	a	DET
ap-1051	70	97	,	,	PUNCT
ap-1051	70	98	b	b	NOUN
ap-1051	70	99	and	and	CCONJ
ap-1051	70	100	c	c	PROPN
ap-1051	70	101	must	must	AUX
ap-1051	70	102	be	be	AUX
ap-1051	70	103	loaded	load	VERB
ap-1051	70	104	or	or	CCONJ
ap-1051	70	105	written	write	VERB
ap-1051	70	106	to	to	ADP
ap-1051	70	107	the	the	DET
ap-1051	70	108	cache	cache	NOUN
ap-1051	70	109	.	.	PUNCT
ap-1051	71	1	so	so	ADV
ap-1051	71	2	,	,	PUNCT
ap-1051	71	3	the	the	DET
ap-1051	71	4	number	number	NOUN
ap-1051	71	5	of	of	ADP
ap-1051	71	6	compulsory	compulsory	ADJ
ap-1051	71	7	misses	miss	NOUN
ap-1051	71	8	is	be	AUX
ap-1051	71	9	n	n	PRON
ap-1051	71	10	s	s	PART
ap-1051	71	11	ij	ij	NOUN
ap-1051	71	12	ik	ik	PROPN
ap-1051	71	13	jk	jk	PROPN
ap-1051	71	14	b	b	PROPN
ap-1051	71	15	�	�	PROPN
ap-1051	71	16	�	�	PROPN
ap-1051	71	17	�	�	PROPN
ap-1051	71	18	d	d	ADP
ap-1051	71	19	s	s	X
ap-1051	71	20	(	(	PUNCT
ap-1051	71	21	)	)	PUNCT
ap-1051	71	22	.	.	PUNCT
ap-1051	72	1	a	a	DET
ap-1051	72	2	similar	similar	ADJ
ap-1051	72	3	idea	idea	NOUN
ap-1051	72	4	is	be	AUX
ap-1051	72	5	also	also	ADV
ap-1051	72	6	valid	valid	ADJ
ap-1051	72	7	for	for	ADP
ap-1051	72	8	tlb	tlb	NOUN
ap-1051	72	9	misses	miss	NOUN
ap-1051	72	10	.	.	PUNCT
ap-1051	73	1	4	4	NUM
ap-1051	73	2	evaluation	evaluation	NOUN
ap-1051	73	3	of	of	ADP
ap-1051	73	4	the	the	DET
ap-1051	73	5	results	result	NOUN
ap-1051	73	6	4.1	4.1	NUM
ap-1051	73	7	testing	testing	NOUN
ap-1051	73	8	configuration	configuration	NOUN
ap-1051	73	9	4.1.1	4.1.1	NUM
ap-1051	73	10	hw	hw	PROPN
ap-1051	73	11	configuration	configuration	NOUN
ap-1051	73	12	all	all	DET
ap-1051	73	13	results	result	NOUN
ap-1051	73	14	were	be	AUX
ap-1051	73	15	measured	measure	VERB
ap-1051	73	16	on	on	ADP
ap-1051	73	17	pentium	pentium	ADJ
ap-1051	73	18	celeron	celeron	NOUN
ap-1051	73	19	m420	m420	PROPN
ap-1051	73	20	at	at	ADP
ap-1051	73	21	1.6	1.6	NUM
ap-1051	73	22	ghz	ghz	NOUN
ap-1051	73	23	,	,	PUNCT
ap-1051	73	24	2gb@	2gb@	NUM
ap-1051	73	25	333	333	NUM
ap-1051	73	26	mhz	mhz	NOUN
ap-1051	73	27	,	,	PUNCT
ap-1051	73	28	with	with	ADP
ap-1051	73	29	the	the	DET
ap-1051	73	30	following	follow	VERB
ap-1051	73	31	cache	cache	NOUN
ap-1051	73	32	parameters	parameter	NOUN
ap-1051	73	33	:	:	PUNCT
ap-1051	73	34	l1	l1	PROPN
ap-1051	73	35	cache	cache	PROPN
ap-1051	73	36	is	be	AUX
ap-1051	73	37	a	a	DET
ap-1051	73	38	data	data	NOUN
ap-1051	73	39	cache	cache	NOUN
ap-1051	73	40	with	with	ADP
ap-1051	73	41	bs	bs	PROPN
ap-1051	73	42	�	�	PROPN
ap-1051	73	43	64	64	NUM
ap-1051	73	44	,	,	PUNCT
ap-1051	73	45	cs	cs	PROPN
ap-1051	73	46	�	�	PROPN
ap-1051	73	47	32	32	NUM
ap-1051	73	48	kb	kb	PROPN
ap-1051	73	49	,	,	PUNCT
ap-1051	73	50	s	s	PART
ap-1051	73	51	�	�	PROPN
ap-1051	73	52	8	8	NUM
ap-1051	73	53	,	,	PUNCT
ap-1051	73	54	h	h	PROPN
ap-1051	73	55	�	�	PROPN
ap-1051	73	56	64	64	NUM
ap-1051	73	57	,	,	PUNCT
ap-1051	73	58	and	and	CCONJ
ap-1051	73	59	lru	lru	PROPN
ap-1051	73	60	replacement	replacement	NOUN
ap-1051	73	61	strategy	strategy	NOUN
ap-1051	73	62	.	.	PUNCT
ap-1051	74	1	l2	l2	NOUN
ap-1051	74	2	cache	cache	NOUN
ap-1051	74	3	is	be	AUX
ap-1051	74	4	unified	unified	ADJ
ap-1051	74	5	cache	cache	NOUN
ap-1051	74	6	with	with	ADP
ap-1051	74	7	bs	bs	PROPN
ap-1051	74	8	�	�	PROPN
ap-1051	74	9	64	64	NUM
ap-1051	74	10	,	,	PUNCT
ap-1051	74	11	cs	cs	PROPN
ap-1051	74	12	�	�	PROPN
ap-1051	74	13	1	1	NUM
ap-1051	74	14	mb	mb	NOUN
ap-1051	74	15	,	,	PUNCT
ap-1051	74	16	s	s	NOUN
ap-1051	74	17	�	�	PROPN
ap-1051	74	18	8	8	NUM
ap-1051	74	19	,	,	PUNCT
ap-1051	74	20	h	h	NOUN
ap-1051	74	21	�	�	PROPN
ap-1051	74	22	2048	2048	NUM
ap-1051	74	23	,	,	PUNCT
ap-1051	74	24	and	and	CCONJ
ap-1051	74	25	lru	lru	PROPN
ap-1051	74	26	strategy	strategy	NOUN
ap-1051	74	27	.	.	PUNCT
ap-1051	75	1	4.1.2	4.1.2	NUM
ap-1051	75	2	sw	sw	PROPN
ap-1051	75	3	configuration	configuration	NOUN
ap-1051	75	4	we	we	PRON
ap-1051	75	5	have	have	AUX
ap-1051	75	6	used	use	VERB
ap-1051	75	7	the	the	DET
ap-1051	75	8	following	follow	VERB
ap-1051	75	9	sw	sw	PROPN
ap-1051	75	10	:	:	PUNCT
ap-1051	75	11	�	�	PROPN
ap-1051	75	12	os	os	PROPN
ap-1051	75	13	windows	windows	PROPN
ap-1051	75	14	xp	xp	PROPN
ap-1051	75	15	professional	professional	PROPN
ap-1051	75	16	sp3	sp3	PROPN
ap-1051	75	17	,	,	PUNCT
ap-1051	75	18	�	�	PROPN
ap-1051	75	19	microsoft	microsoft	PROPN
ap-1051	75	20	visual	visual	PROPN
ap-1051	75	21	studio	studio	PROPN
ap-1051	75	22	2003	2003	NUM
ap-1051	75	23	,	,	PUNCT
ap-1051	75	24	�	�	PROPN
ap-1051	75	25	intel	intel	PROPN
ap-1051	75	26	compiler	compiler	NOUN
ap-1051	75	27	version	version	NOUN
ap-1051	75	28	9.0	9.0	NUM
ap-1051	75	29	with	with	ADP
ap-1051	75	30	switches	switch	NOUN
ap-1051	75	31	:	:	PUNCT
ap-1051	75	32	/o3	/o3	PUNCT
ap-1051	75	33	/og	/og	PUNCT
ap-1051	76	1	/oa	/oa	PRON
ap-1051	76	2	/oy	/oy	X
ap-1051	76	3	/ot	/ot	PUNCT
ap-1051	77	1	/qpc64	/qpc64	PUNCT
ap-1051	77	2	/qxb	/qxb	PUNCT
ap-1051	78	1	/qipo	/qipo	PUNCT
ap-1051	78	2	/qsfalign16	/qsfalign16	PUNCT
ap-1051	78	3	/zp16	/zp16	PROPN
ap-1051	78	4	�	�	PROPN
ap-1051	78	5	intel	intel	PROPN
ap-1051	78	6	mkl	mkl	PROPN
ap-1051	78	7	library	library	PROPN
ap-1051	78	8	8.1	8.1	NUM
ap-1051	78	9	.	.	PUNCT
ap-1051	79	1	4.1.3	4.1.3	NUM
ap-1051	79	2	test	test	NOUN
ap-1051	79	3	data	datum	NOUN
ap-1051	79	4	we	we	PRON
ap-1051	79	5	have	have	AUX
ap-1051	79	6	measured	measure	VERB
ap-1051	79	7	instances	instance	NOUN
ap-1051	79	8	using	use	VERB
ap-1051	79	9	square	square	ADJ
ap-1051	79	10	matrices	matrix	NOUN
ap-1051	79	11	with	with	ADP
ap-1051	79	12	the	the	DET
ap-1051	79	13	order	order	NOUN
ap-1051	79	14	of	of	ADP
ap-1051	79	15	n	n	NOUN
ap-1051	79	16	in	in	ADP
ap-1051	79	17	range	range	NOUN
ap-1051	79	18	from	from	ADP
ap-1051	79	19	10	10	NUM
ap-1051	79	20	to	to	ADP
ap-1051	79	21	1000	1000	NUM
ap-1051	79	22	(	(	PUNCT
ap-1051	79	23	for	for	ADP
ap-1051	79	24	cache	cache	NOUN
ap-1051	79	25	analysis	analysis	NOUN
ap-1051	79	26	to	to	ADP
ap-1051	79	27	800	800	NUM
ap-1051	79	28	)	)	PUNCT
ap-1051	79	29	with	with	ADP
ap-1051	79	30	the	the	DET
ap-1051	79	31	step	step	NOUN
ap-1051	79	32	10	10	NUM
ap-1051	79	33	.	.	PUNCT
ap-1051	80	1	4.1.4	4.1.4	NUM
ap-1051	80	2	methodology	methodology	NOUN
ap-1051	80	3	of	of	ADP
ap-1051	80	4	the	the	DET
ap-1051	80	5	measuring	measure	VERB
ap-1051	80	6	�	�	PROPN
ap-1051	80	7	all	all	DET
ap-1051	80	8	cache	cache	NOUN
ap-1051	80	9	events	event	NOUN
ap-1051	80	10	were	be	AUX
ap-1051	80	11	monitored	monitor	VERB
ap-1051	80	12	by	by	ADP
ap-1051	80	13	the	the	DET
ap-1051	80	14	cache	cache	PROPN
ap-1051	80	15	analyzer	analyzer	NOUN
ap-1051	80	16	(	(	PUNCT
ap-1051	80	17	ca	ca	NOUN
ap-1051	80	18	)	)	PUNCT
ap-1051	81	1	[	[	X
ap-1051	81	2	7	7	NUM
ap-1051	81	3	]	]	PUNCT
ap-1051	81	4	.	.	PUNCT
ap-1051	81	5	�	�	PROPN
ap-1051	81	6	for	for	ADP
ap-1051	81	7	tlb	tlb	PROPN
ap-1051	81	8	miss	miss	PROPN
ap-1051	81	9	ratio	ratio	NOUN
ap-1051	81	10	measuring	measure	VERB
ap-1051	81	11	,	,	PUNCT
ap-1051	81	12	we	we	PRON
ap-1051	81	13	also	also	ADV
ap-1051	81	14	used	use	VERB
ap-1051	81	15	the	the	DET
ap-1051	81	16	ca	ca	NOUN
ap-1051	81	17	with	with	ADP
ap-1051	81	18	the	the	DET
ap-1051	81	19	following	follow	VERB
ap-1051	81	20	parameters	parameter	NOUN
ap-1051	81	21	:	:	PUNCT
ap-1051	81	22	h	h	PROPN
ap-1051	81	23	�	�	PROPN
ap-1051	81	24	1	1	NUM
ap-1051	81	25	,	,	PUNCT
ap-1051	81	26	s	s	VERB
ap-1051	81	27	�	�	PROPN
ap-1051	81	28	128	128	NUM
ap-1051	81	29	,	,	PUNCT
ap-1051	81	30	bs	bs	PROPN
ap-1051	81	31	�	�	PROPN
ap-1051	81	32	4096	4096	NUM
ap-1051	81	33	.	.	PUNCT
ap-1051	82	1	this	this	PRON
ap-1051	82	2	means	mean	VERB
ap-1051	82	3	,	,	PUNCT
ap-1051	82	4	that	that	SCONJ
ap-1051	82	5	we	we	PRON
ap-1051	82	6	assume	assume	VERB
ap-1051	82	7	tlb	tlb	NOUN
ap-1051	82	8	as	as	ADP
ap-1051	82	9	a	a	DET
ap-1051	82	10	fully	fully	ADV
ap-1051	82	11	-	-	PUNCT
ap-1051	82	12	associative	associative	ADJ
ap-1051	82	13	cache	cache	NOUN
ap-1051	82	14	with	with	ADP
ap-1051	82	15	its	its	PRON
ap-1051	82	16	block	block	NOUN
ap-1051	82	17	size	size	NOUN
ap-1051	82	18	equal	equal	ADJ
ap-1051	82	19	to	to	ADP
ap-1051	82	20	the	the	DET
ap-1051	82	21	system	system	NOUN
ap-1051	82	22	page	page	NOUN
ap-1051	82	23	size	size	NOUN
ap-1051	82	24	.	.	PUNCT
ap-1051	83	1	�	�	PROPN
ap-1051	83	2	for	for	ADP
ap-1051	83	3	performance	performance	NOUN
ap-1051	83	4	measurements	measurement	NOUN
ap-1051	83	5	,	,	PUNCT
ap-1051	83	6	the	the	DET
ap-1051	83	7	average	average	NOUN
ap-1051	83	8	of	of	ADP
ap-1051	83	9	five	five	NUM
ap-1051	83	10	measured	measured	ADJ
ap-1051	83	11	values	value	NOUN
ap-1051	83	12	was	be	AUX
ap-1051	83	13	taken	take	VERB
ap-1051	83	14	as	as	ADP
ap-1051	83	15	the	the	DET
ap-1051	83	16	result	result	NOUN
ap-1051	83	17	.	.	PUNCT
ap-1051	84	1	�	�	PROPN
ap-1051	84	2	the	the	DET
ap-1051	84	3	caches	cache	NOUN
ap-1051	84	4	were	be	AUX
ap-1051	84	5	flushed	flush	VERB
ap-1051	84	6	out	out	ADP
ap-1051	84	7	before	before	ADP
ap-1051	84	8	each	each	DET
ap-1051	84	9	measurement	measurement	NOUN
ap-1051	84	10	.	.	PUNCT
ap-1051	85	1	in	in	ADP
ap-1051	85	2	real	real	ADJ
ap-1051	85	3	measurement	measurement	NOUN
ap-1051	85	4	,	,	PUNCT
ap-1051	85	5	they	they	PRON
ap-1051	85	6	were	be	AUX
ap-1051	85	7	flushed	flush	VERB
ap-1051	85	8	by	by	ADP
ap-1051	85	9	a	a	DET
ap-1051	85	10	reading	reading	NOUN
ap-1051	85	11	of	of	ADP
ap-1051	85	12	a	a	DET
ap-1051	85	13	given	give	VERB
ap-1051	85	14	amount	amount	NOUN
ap-1051	85	15	of	of	ADP
ap-1051	85	16	useless	useless	ADJ
ap-1051	85	17	data	datum	NOUN
ap-1051	85	18	.	.	PUNCT
ap-1051	86	1	in	in	ADP
ap-1051	86	2	measurement	measurement	NOUN
ap-1051	86	3	using	use	VERB
ap-1051	86	4	the	the	DET
ap-1051	86	5	ca	ca	NOUN
ap-1051	86	6	,	,	PUNCT
ap-1051	86	7	they	they	PRON
ap-1051	86	8	were	be	AUX
ap-1051	86	9	flushed	flush	VERB
ap-1051	86	10	by	by	ADP
ap-1051	86	11	a	a	DET
ap-1051	86	12	command	command	NOUN
ap-1051	86	13	of	of	ADP
ap-1051	86	14	the	the	DET
ap-1051	86	15	ca	ca	NOUN
ap-1051	86	16	.	.	PUNCT
ap-1051	87	1	�	�	PROPN
ap-1051	87	2	the	the	DET
ap-1051	87	3	codesize	codesize	NOUN
ap-1051	87	4	of	of	ADP
ap-1051	87	5	the	the	DET
ap-1051	87	6	innermost	innermost	NOUN
ap-1051	87	7	loops	loop	NOUN
ap-1051	87	8	is	be	AUX
ap-1051	87	9	negligible	negligible	ADJ
ap-1051	87	10	in	in	ADP
ap-1051	87	11	comparison	comparison	NOUN
ap-1051	87	12	to	to	ADP
ap-1051	87	13	the	the	DET
ap-1051	87	14	size	size	NOUN
ap-1051	87	15	of	of	ADP
ap-1051	87	16	the	the	DET
ap-1051	87	17	l2	l2	NOUN
ap-1051	87	18	cache	cache	NOUN
ap-1051	87	19	,	,	PUNCT
ap-1051	87	20	so	so	SCONJ
ap-1051	87	21	we	we	PRON
ap-1051	87	22	assume	assume	VERB
ap-1051	87	23	that	that	SCONJ
ap-1051	87	24	the	the	DET
ap-1051	87	25	unified	unified	ADJ
ap-1051	87	26	l2	l2	NOUN
ap-1051	87	27	cache	cache	NOUN
ap-1051	87	28	is	be	AUX
ap-1051	87	29	used	use	VERB
ap-1051	87	30	only	only	ADV
ap-1051	87	31	for	for	ADP
ap-1051	87	32	data	datum	NOUN
ap-1051	87	33	.	.	PUNCT
ap-1051	88	1	4.2	4.2	NUM
ap-1051	88	2	experimental	experimental	ADJ
ap-1051	88	3	results	result	NOUN
ap-1051	88	4	4.2.1	4.2.1	NUM
ap-1051	88	5	l1	l1	PROPN
ap-1051	88	6	cache	cache	PROPN
ap-1051	88	7	miss	miss	VERB
ap-1051	88	8	ratio	ratio	NOUN
ap-1051	88	9	a	a	DET
ap-1051	88	10	comparison	comparison	NOUN
ap-1051	88	11	of	of	ADP
ap-1051	88	12	the	the	DET
ap-1051	88	13	l1	l1	PROPN
ap-1051	88	14	cache	cache	PROPN
ap-1051	88	15	miss	miss	VERB
ap-1051	88	16	rate	rate	NOUN
ap-1051	88	17	for	for	ADP
ap-1051	88	18	three	three	NUM
ap-1051	88	19	different	different	ADJ
ap-1051	88	20	variants	variant	NOUN
ap-1051	88	21	of	of	ADP
ap-1051	88	22	the	the	DET
ap-1051	88	23	gemm	gemm	NOUN
ap-1051	88	24	procedure	procedure	NOUN
ap-1051	88	25	is	be	AUX
ap-1051	88	26	illustrated	illustrate	VERB
ap-1051	88	27	in	in	ADP
ap-1051	88	28	fig	fig	NOUN
ap-1051	88	29	.	.	PUNCT
ap-1051	89	1	4	4	X
ap-1051	89	2	.	.	X
ap-1051	89	3	the	the	DET
ap-1051	89	4	peaks	peak	NOUN
ap-1051	89	5	in	in	ADP
ap-1051	89	6	this	this	DET
ap-1051	89	7	graph	graph	NOUN
ap-1051	89	8	are	be	AUX
ap-1051	89	9	caused	cause	VERB
ap-1051	89	10	by	by	ADP
ap-1051	89	11	a	a	DET
ap-1051	89	12	resonance	resonance	NOUN
ap-1051	89	13	between	between	ADP
ap-1051	89	14	the	the	DET
ap-1051	89	15	matrix	matrix	NOUN
ap-1051	89	16	element	element	NOUN
ap-1051	89	17	mapping	mapping	NOUN
ap-1051	89	18	function	function	NOUN
ap-1051	89	19	and	and	CCONJ
ap-1051	89	20	the	the	DET
ap-1051	89	21	cache	cache	NOUN
ap-1051	89	22	memory	memory	NOUN
ap-1051	89	23	mapping	mapping	NOUN
ap-1051	89	24	function	function	NOUN
ap-1051	89	25	.	.	PUNCT
ap-1051	90	1	both	both	PRON
ap-1051	90	2	unrolled	unroll	VERB
ap-1051	90	3	variants	variant	NOUN
ap-1051	90	4	achieve	achieve	VERB
ap-1051	90	5	better	well	ADJ
ap-1051	90	6	l1	l1	PROPN
ap-1051	90	7	utilization	utilization	NOUN
ap-1051	90	8	.	.	PUNCT
ap-1051	91	1	4.2.2	4.2.2	NUM
ap-1051	91	2	l2	l2	NOUN
ap-1051	91	3	cache	cache	NOUN
ap-1051	91	4	miss	miss	VERB
ap-1051	91	5	ratio	ratio	NOUN
ap-1051	91	6	a	a	DET
ap-1051	91	7	comparison	comparison	NOUN
ap-1051	91	8	of	of	ADP
ap-1051	91	9	the	the	DET
ap-1051	91	10	l2	l2	NOUN
ap-1051	91	11	cache	cache	NOUN
ap-1051	91	12	miss	miss	NOUN
ap-1051	91	13	rate	rate	NOUN
ap-1051	91	14	for	for	ADP
ap-1051	91	15	three	three	NUM
ap-1051	91	16	different	different	ADJ
ap-1051	91	17	variants	variant	NOUN
ap-1051	91	18	of	of	ADP
ap-1051	91	19	the	the	DET
ap-1051	91	20	gemm	gemm	NOUN
ap-1051	91	21	procedure	procedure	NOUN
ap-1051	91	22	is	be	AUX
ap-1051	91	23	illustrated	illustrate	VERB
ap-1051	91	24	in	in	ADP
ap-1051	91	25	fig	fig	NOUN
ap-1051	91	26	5	5	NUM
ap-1051	91	27	.	.	PUNCT
ap-1051	92	1	we	we	PRON
ap-1051	92	2	can	can	AUX
ap-1051	92	3	conclude	conclude	VERB
ap-1051	92	4	that	that	SCONJ
ap-1051	92	5	if	if	SCONJ
ap-1051	92	6	the	the	DET
ap-1051	92	7	size	size	NOUN
ap-1051	92	8	of	of	ADP
ap-1051	92	9	operands	operand	NOUN
ap-1051	92	10	exceeds	exceed	VERB
ap-1051	92	11	the	the	DET
ap-1051	92	12	data	datum	NOUN
ap-1051	92	13	cache	cache	NOUN
ap-1051	92	14	size	size	NOUN
ap-1051	92	15	(	(	PUNCT
ap-1051	92	16	for	for	ADP
ap-1051	92	17	n	n	PRON
ap-1051	92	18	�	�	PROPN
ap-1051	92	19	350	350	NUM
ap-1051	92	20	)	)	PUNCT
ap-1051	92	21	,	,	PUNCT
ap-1051	92	22	the	the	DET
ap-1051	92	23	l2	l2	NOUN
ap-1051	92	24	cache	cache	NOUN
ap-1051	92	25	utilization	utilization	NOUN
ap-1051	92	26	drops	drop	VERB
ap-1051	92	27	significantly	significantly	ADV
ap-1051	92	28	.	.	PUNCT
ap-1051	93	1	both	both	PRON
ap-1051	93	2	unrolled	unroll	VERB
ap-1051	93	3	variants	variant	NOUN
ap-1051	93	4	achieve	achieve	VERB
ap-1051	93	5	better	well	ADJ
ap-1051	93	6	l2	l2	NOUN
ap-1051	93	7	utilization	utilization	NOUN
ap-1051	93	8	.	.	PUNCT
ap-1051	94	1	4.2.3	4.2.3	NUM
ap-1051	94	2	choosing	choose	VERB
ap-1051	94	3	the	the	DET
ap-1051	94	4	optimal	optimal	ADJ
ap-1051	94	5	value	value	NOUN
ap-1051	94	6	of	of	ADP
ap-1051	94	7	the	the	DET
ap-1051	94	8	threshold	threshold	NOUN
ap-1051	94	9	a	a	DET
ap-1051	94	10	comparison	comparison	NOUN
ap-1051	94	11	of	of	ADP
ap-1051	94	12	cache	cache	NOUN
ap-1051	94	13	utilization	utilization	NOUN
ap-1051	94	14	when	when	SCONJ
ap-1051	94	15	three	three	NUM
ap-1051	94	16	different	different	ADJ
ap-1051	94	17	threshold	threshold	NOUN
ap-1051	94	18	values	value	NOUN
ap-1051	94	19	were	be	AUX
ap-1051	94	20	chosen	choose	VERB
ap-1051	94	21	,	,	PUNCT
ap-1051	94	22	is	be	AUX
ap-1051	94	23	depicted	depict	VERB
ap-1051	94	24	in	in	ADP
ap-1051	94	25	figs	fig	NOUN
ap-1051	94	26	.	.	PUNCT
ap-1051	95	1	6	6	NUM
ap-1051	95	2	and	and	CCONJ
ap-1051	95	3	7	7	NUM
ap-1051	95	4	.	.	X
ap-1051	95	5	if	if	SCONJ
ap-1051	95	6	the	the	DET
ap-1051	95	7	threshold	threshold	NOUN
ap-1051	95	8	is	be	AUX
ap-1051	95	9	too	too	ADV
ap-1051	95	10	large	large	ADJ
ap-1051	95	11	,	,	PUNCT
ap-1051	95	12	the	the	DET
ap-1051	95	13	l1	l1	PROPN
ap-1051	95	14	cache	cache	PROPN
ap-1051	95	15	miss	miss	VERB
ap-1051	95	16	ratio	ratio	NOUN
ap-1051	95	17	increases	increase	NOUN
ap-1051	95	18	rapidly	rapidly	ADV
ap-1051	95	19	.	.	PUNCT
ap-1051	96	1	the	the	DET
ap-1051	96	2	l2	l2	NOUN
ap-1051	96	3	cache	cache	NOUN
ap-1051	96	4	miss	miss	VERB
ap-1051	96	5	ratio	ratio	NOUN
ap-1051	96	6	remains	remain	VERB
ap-1051	96	7	the	the	DET
ap-1051	96	8	same	same	ADJ
ap-1051	96	9	across	across	ADP
ap-1051	96	10	the	the	DET
ap-1051	96	11	whole	whole	ADJ
ap-1051	96	12	measured	measure	VERB
ap-1051	96	13	set	set	NOUN
ap-1051	96	14	.	.	PUNCT
ap-1051	97	1	comparisons	comparison	NOUN
ap-1051	97	2	of	of	ADP
ap-1051	97	3	cache	cache	PROPN
ap-1051	97	4	miss	miss	NOUN
ap-1051	97	5	rates	rate	NOUN
ap-1051	97	6	for	for	ADP
ap-1051	97	7	three	three	NUM
ap-1051	97	8	different	different	ADJ
ap-1051	97	9	variants	variant	NOUN
ap-1051	97	10	of	of	ADP
ap-1051	97	11	gemm	gemm	NOUN
ap-1051	97	12	procedure	procedure	NOUN
ap-1051	97	13	are	be	AUX
ap-1051	97	14	illustrated	illustrate	VERB
ap-1051	97	15	in	in	ADP
ap-1051	97	16	figs	fig	NOUN
ap-1051	97	17	.	.	PUNCT
ap-1051	98	1	8	8	NUM
ap-1051	98	2	and	and	CCONJ
ap-1051	98	3	9	9	NUM
ap-1051	98	4	.	.	PUNCT
ap-1051	99	1	the	the	DET
ap-1051	99	2	recursive	recursive	ADJ
ap-1051	99	3	variant	variant	NOUN
ap-1051	99	4	of	of	ADP
ap-1051	99	5	the	the	DET
ap-1051	99	6	gemm	gemm	NOUN
ap-1051	99	7	procedure	procedure	NOUN
ap-1051	99	8	achieves	achieve	VERB
ap-1051	99	9	much	much	ADV
ap-1051	99	10	better	well	ADJ
ap-1051	99	11	cache	cache	NOUN
ap-1051	99	12	utilization	utilization	NOUN
ap-1051	99	13	across	across	ADP
ap-1051	99	14	the	the	DET
ap-1051	99	15	whole	whole	ADJ
ap-1051	99	16	measured	measure	VERB
ap-1051	99	17	set	set	NOUN
ap-1051	99	18	.	.	PUNCT
ap-1051	100	1	the	the	DET
ap-1051	100	2	©	©	PROPN
ap-1051	100	3	czech	czech	PROPN
ap-1051	100	4	technical	technical	PROPN
ap-1051	100	5	university	university	PROPN
ap-1051	100	6	publishing	publishing	NOUN
ap-1051	100	7	house	house	NOUN
ap-1051	100	8	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-1051	100	9	31	31	NUM
ap-1051	100	10	acta	acta	PROPN
ap-1051	100	11	polytechnica	polytechnica	PROPN
ap-1051	100	12	vol	vol	NOUN
ap-1051	100	13	.	.	PUNCT
ap-1051	101	1	48	48	NUM
ap-1051	101	2	no	no	NOUN
ap-1051	101	3	.	.	PUNCT
ap-1051	102	1	5/2008	5/2008	PROPN
ap-1051	102	2	pseudocode	pseudocode	NOUN
ap-1051	102	3	gemm_rec	gemm_rec	X
ap-1051	102	4	(	(	PUNCT
ap-1051	102	5	a	a	PRON
ap-1051	102	6	,	,	PUNCT
ap-1051	102	7	b	b	NOUN
ap-1051	102	8	,	,	PUNCT
ap-1051	102	9	c	c	X
ap-1051	102	10	,	,	PUNCT
ap-1051	102	11	i	i	PRON
ap-1051	102	12	,	,	PUNCT
ap-1051	102	13	j	j	PROPN
ap-1051	102	14	,	,	PUNCT
ap-1051	102	15	k	k	PROPN
ap-1051	102	16	)	)	PUNCT
ap-1051	102	17	(	(	PUNCT
ap-1051	102	18	*	*	PUNCT
ap-1051	102	19	standard	standard	ADJ
ap-1051	102	20	implementation	implementation	NOUN
ap-1051	102	21	of	of	ADP
ap-1051	102	22	recursive	recursive	ADJ
ap-1051	102	23	matrix	matrix	NOUN
ap-1051	102	24	-	-	PUNCT
ap-1051	102	25	matrix	matrix	NOUN
ap-1051	102	26	multiplication	multiplication	NOUN
ap-1051	102	27	*	*	PUNCT
ap-1051	102	28	)	)	PUNCT
ap-1051	102	29	(	(	PUNCT
ap-1051	102	30	*	*	PUNCT
ap-1051	102	31	limit	limit	NOUN
ap-1051	102	32	is	be	AUX
ap-1051	102	33	an	an	DET
ap-1051	102	34	architecture	architecture	NOUN
ap-1051	102	35	dependent	dependent	ADJ
ap-1051	102	36	constant	constant	ADJ
ap-1051	102	37	*	*	NOUN
ap-1051	102	38	)	)	PUNCT
ap-1051	103	1	(	(	PUNCT
ap-1051	103	2	1	1	X
ap-1051	103	3	)	)	PUNCT
ap-1051	103	4	n	n	NOUN
ap-1051	104	1	i	i	PRON
ap-1051	104	2	j	j	PROPN
ap-1051	104	3	k	k	PROPN
ap-1051	104	4	�	�	PROPN
ap-1051	104	5	min	min	PROPN
ap-1051	104	6	(	(	PUNCT
ap-1051	104	7	,	,	PUNCT
ap-1051	104	8	,	,	PUNCT
ap-1051	104	9	)	)	PUNCT
ap-1051	104	10	;	;	NOUN
ap-1051	104	11	(	(	PUNCT
ap-1051	104	12	2	2	NUM
ap-1051	104	13	)	)	PUNCT
ap-1051	104	14	if	if	SCONJ
ap-1051	104	15	(	(	PUNCT
ap-1051	104	16	n	n	X
ap-1051	104	17	�	�	PROPN
ap-1051	104	18	limit	limit	NOUN
ap-1051	104	19	)	)	PUNCT
ap-1051	104	20	then	then	ADV
ap-1051	104	21	(	(	PUNCT
ap-1051	104	22	3	3	X
ap-1051	104	23	)	)	PUNCT
ap-1051	104	24	c	c	NOUN
ap-1051	104	25	�	�	PROPN
ap-1051	104	26	gemm_std(a	gemm_std(a	PROPN
ap-1051	104	27	,	,	PUNCT
ap-1051	104	28	b);	b);	PROPN
ap-1051	104	29	(	(	PUNCT
ap-1051	104	30	4	4	X
ap-1051	104	31	)	)	PUNCT
ap-1051	104	32	else	else	ADV
ap-1051	104	33	(	(	PUNCT
ap-1051	104	34	5	5	NUM
ap-1051	104	35	)	)	PUNCT
ap-1051	104	36	switch	switch	NOUN
ap-1051	104	37	which	which	PRON
ap-1051	104	38	of	of	ADP
ap-1051	104	39	i	i	PROPN
ap-1051	104	40	,	,	PUNCT
ap-1051	104	41	j	j	PROPN
ap-1051	104	42	,	,	PUNCT
ap-1051	104	43	k	k	PROPN
ap-1051	104	44	is	be	AUX
ap-1051	104	45	maximum	maximum	ADJ
ap-1051	104	46	(	(	PUNCT
ap-1051	104	47	6	6	NUM
ap-1051	104	48	)	)	PUNCT
ap-1051	104	49	case	case	NOUN
ap-1051	105	1	i	i	PRON
ap-1051	105	2	:	:	PUNCT
ap-1051	105	3	is	be	AUX
ap-1051	105	4	maximum	maximum	ADJ
ap-1051	105	5	(	(	PUNCT
ap-1051	105	6	7	7	NUM
ap-1051	105	7	)	)	PUNCT
ap-1051	105	8	c	c	NOUN
ap-1051	105	9	�	�	PROPN
ap-1051	105	10	mmm_rec(a	mmm_rec(a	NUM
ap-1051	105	11	,	,	PUNCT
ap-1051	105	12	b);	b);	ADP
ap-1051	105	13	break;	break;	NOUN
ap-1051	105	14	(	(	PUNCT
ap-1051	105	15	7	7	NUM
ap-1051	105	16	’	'	PUNCT
ap-1051	105	17	)	)	PUNCT
ap-1051	105	18	(	(	PUNCT
ap-1051	105	19	*	*	PUNCT
ap-1051	105	20	recursion	recursion	NOUN
ap-1051	105	21	by	by	ADP
ap-1051	105	22	i	i	PRON
ap-1051	105	23	variable	variable	ADJ
ap-1051	105	24	*	*	PUNCT
ap-1051	105	25	)	)	PUNCT
ap-1051	105	26	(	(	PUNCT
ap-1051	105	27	8)	8)	NUM
ap-1051	105	28	case	case	NOUN
ap-1051	105	29	j	j	NOUN
ap-1051	105	30	:	:	PUNCT
ap-1051	105	31	is	be	AUX
ap-1051	105	32	maximum	maximum	ADJ
ap-1051	105	33	(	(	PUNCT
ap-1051	105	34	9	9	NUM
ap-1051	105	35	)	)	PUNCT
ap-1051	105	36	c	c	NOUN
ap-1051	105	37	�	�	PROPN
ap-1051	105	38	mmm_rec(a	mmm_rec(a	NUM
ap-1051	105	39	,	,	PUNCT
ap-1051	105	40	b	b	NOUN
ap-1051	105	41	)	)	PUNCT
ap-1051	105	42	;	;	PUNCT
ap-1051	105	43	break	break	NOUN
ap-1051	105	44	;	;	PUNCT
ap-1051	105	45	(	(	PUNCT
ap-1051	105	46	9	9	NUM
ap-1051	105	47	’	'	PUNCT
ap-1051	105	48	)	)	PUNCT
ap-1051	105	49	(	(	PUNCT
ap-1051	105	50	*	*	PUNCT
ap-1051	105	51	recursion	recursion	NOUN
ap-1051	105	52	by	by	ADP
ap-1051	105	53	j	j	PROPN
ap-1051	105	54	variable	variable	NOUN
ap-1051	105	55	*	*	PUNCT
ap-1051	105	56	)	)	PUNCT
ap-1051	105	57	(	(	PUNCT
ap-1051	105	58	10	10	NUM
ap-1051	105	59	)	)	PUNCT
ap-1051	105	60	case	case	NOUN
ap-1051	105	61	k	k	NOUN
ap-1051	105	62	:	:	PUNCT
ap-1051	105	63	is	be	AUX
ap-1051	105	64	maximum	maximum	ADJ
ap-1051	105	65	(	(	PUNCT
ap-1051	105	66	11	11	NUM
ap-1051	105	67	)	)	PUNCT
ap-1051	105	68	c	c	PROPN
ap-1051	105	69	�	�	PROPN
ap-1051	105	70	mmm_rec(a	mmm_rec(a	NUM
ap-1051	105	71	,	,	PUNCT
ap-1051	105	72	b	b	NOUN
ap-1051	105	73	)	)	PUNCT
ap-1051	105	74	;	;	PUNCT
ap-1051	105	75	break	break	NOUN
ap-1051	105	76	;	;	PUNCT
ap-1051	105	77	(	(	PUNCT
ap-1051	105	78	11	11	NUM
ap-1051	105	79	’	'	PUNCT
ap-1051	105	80	)	)	PUNCT
ap-1051	105	81	(	(	PUNCT
ap-1051	105	82	*	*	PUNCT
ap-1051	105	83	recursion	recursion	NOUN
ap-1051	105	84	by	by	ADP
ap-1051	105	85	k	k	PROPN
ap-1051	105	86	variable	variable	PROPN
ap-1051	105	87	*	*	NOUN
ap-1051	105	88	)	)	PUNCT
ap-1051	105	89	peaks	peak	NOUN
ap-1051	105	90	in	in	ADP
ap-1051	105	91	this	this	DET
ap-1051	105	92	graph	graph	NOUN
ap-1051	105	93	are	be	AUX
ap-1051	105	94	caused	cause	VERB
ap-1051	105	95	by	by	ADP
ap-1051	105	96	resonance	resonance	NOUN
ap-1051	105	97	of	of	ADP
ap-1051	105	98	the	the	DET
ap-1051	105	99	matrix	matrix	NOUN
ap-1051	105	100	element	element	NOUN
ap-1051	105	101	mapping	mapping	NOUN
ap-1051	105	102	function	function	NOUN
ap-1051	105	103	with	with	ADP
ap-1051	105	104	cache	cache	NOUN
ap-1051	105	105	memory	memory	NOUN
ap-1051	105	106	mapping	mapping	NOUN
ap-1051	105	107	function	function	NOUN
ap-1051	105	108	.	.	PUNCT
ap-1051	106	1	4.2.4	4.2.4	NUM
ap-1051	106	2	tlb	tlb	NOUN
ap-1051	106	3	cache	cache	NOUN
ap-1051	106	4	miss	miss	VERB
ap-1051	106	5	ratio	ratio	NOUN
ap-1051	106	6	a	a	DET
ap-1051	106	7	comparison	comparison	NOUN
ap-1051	106	8	of	of	ADP
ap-1051	106	9	tlb	tlb	NOUN
ap-1051	106	10	utilization	utilization	NOUN
ap-1051	106	11	when	when	SCONJ
ap-1051	106	12	three	three	NUM
ap-1051	106	13	different	different	ADJ
ap-1051	106	14	threshold	threshold	NOUN
ap-1051	106	15	values	value	NOUN
ap-1051	106	16	were	be	AUX
ap-1051	106	17	chosen	choose	VERB
ap-1051	106	18	,	,	PUNCT
ap-1051	106	19	is	be	AUX
ap-1051	106	20	depicted	depict	VERB
ap-1051	106	21	in	in	ADP
ap-1051	106	22	fig	fig	NOUN
ap-1051	106	23	.	.	PUNCT
ap-1051	107	1	10	10	NUM
ap-1051	107	2	.	.	PUNCT
ap-1051	108	1	with	with	ADP
ap-1051	108	2	the	the	DET
ap-1051	108	3	exception	exception	NOUN
ap-1051	108	4	of	of	ADP
ap-1051	108	5	one	one	NUM
ap-1051	108	6	case	case	NOUN
ap-1051	108	7	(	(	PUNCT
ap-1051	108	8	caused	cause	VERB
ap-1051	108	9	by	by	ADP
ap-1051	108	10	resonance	resonance	NOUN
ap-1051	108	11	of	of	ADP
ap-1051	108	12	the	the	DET
ap-1051	108	13	matrix	matrix	NOUN
ap-1051	108	14	element	element	NOUN
ap-1051	108	15	mapping	mapping	NOUN
ap-1051	108	16	function	function	NOUN
ap-1051	108	17	for	for	ADP
ap-1051	108	18	n	n	PRON
ap-1051	108	19	�	�	PROPN
ap-1051	108	20	510	510	NUM
ap-1051	108	21	with	with	ADP
ap-1051	108	22	the	the	DET
ap-1051	108	23	tlb	tlb	NOUN
ap-1051	108	24	memory	memory	NOUN
ap-1051	108	25	mapping	mapping	NOUN
ap-1051	108	26	function	function	NOUN
ap-1051	108	27	)	)	PUNCT
ap-1051	108	28	,	,	PUNCT
ap-1051	108	29	the	the	DET
ap-1051	108	30	number	number	NOUN
ap-1051	108	31	of	of	ADP
ap-1051	108	32	tlb	tlb	NOUN
ap-1051	108	33	misses	miss	NOUN
ap-1051	108	34	is	be	AUX
ap-1051	108	35	very	very	ADV
ap-1051	108	36	low	low	ADJ
ap-1051	108	37	.	.	PUNCT
ap-1051	109	1	a	a	DET
ap-1051	109	2	comparison	comparison	NOUN
ap-1051	109	3	of	of	ADP
ap-1051	109	4	the	the	DET
ap-1051	109	5	tlb	tlb	NOUN
ap-1051	109	6	miss	miss	NOUN
ap-1051	109	7	rates	rate	NOUN
ap-1051	109	8	for	for	ADP
ap-1051	109	9	three	three	NUM
ap-1051	109	10	different	different	ADJ
ap-1051	109	11	variants	variant	NOUN
ap-1051	109	12	of	of	ADP
ap-1051	109	13	the	the	DET
ap-1051	109	14	gemm	gemm	NOUN
ap-1051	109	15	procedure	procedure	NOUN
ap-1051	109	16	is	be	AUX
ap-1051	109	17	illustrated	illustrate	VERB
ap-1051	109	18	in	in	ADP
ap-1051	109	19	fig	fig	NOUN
ap-1051	109	20	.	.	PUNCT
ap-1051	110	1	11	11	NUM
ap-1051	110	2	.	.	PUNCT
ap-1051	111	1	the	the	DET
ap-1051	111	2	recursive	recursive	ADJ
ap-1051	111	3	variant	variant	NOUN
ap-1051	111	4	of	of	ADP
ap-1051	111	5	the	the	DET
ap-1051	111	6	gemm	gemm	NOUN
ap-1051	111	7	procedure	procedure	NOUN
ap-1051	111	8	achieve	achieve	VERB
ap-1051	111	9	much	much	ADV
ap-1051	111	10	better	well	ADJ
ap-1051	111	11	tlb	tlb	NOUN
ap-1051	111	12	utilization	utilization	NOUN
ap-1051	111	13	for	for	ADP
ap-1051	111	14	larger	large	ADJ
ap-1051	111	15	matrices	matrix	NOUN
ap-1051	111	16	(	(	PUNCT
ap-1051	111	17	n	n	X
ap-1051	111	18	�	�	PROPN
ap-1051	111	19	250	250	NUM
ap-1051	111	20	)	)	PUNCT
ap-1051	111	21	.	.	PUNCT
ap-1051	112	1	4.2.5	4.2.5	NUM
ap-1051	112	2	performance	performance	NOUN
ap-1051	112	3	of	of	ADP
ap-1051	112	4	gemm	gemm	NOUN
ap-1051	112	5	performance	performance	NOUN
ap-1051	112	6	[	[	X
ap-1051	112	7	mflops	mflop	NOUN
ap-1051	112	8	]	]	SYM
ap-1051	112	9	�	�	PROPN
ap-1051	112	10	number	number	NOUN
ap-1051	112	11	of	of	ADP
ap-1051	112	12	fpu	fpu	PROPN
ap-1051	112	13	operations	operation	NOUN
ap-1051	112	14	execution	execution	NOUN
ap-1051	112	15	time	time	NOUN
ap-1051	112	16	in	in	ADP
ap-1051	112	17	s	s	PRON
ap-1051	112	18	[	[	PUNCT
ap-1051	112	19	]	]	X
ap-1051	112	20	�	�	PROPN
ap-1051	112	21	32	32	NUM
ap-1051	112	22	©	©	PROPN
ap-1051	112	23	czech	czech	PROPN
ap-1051	112	24	technical	technical	PROPN
ap-1051	112	25	university	university	PROPN
ap-1051	112	26	publishing	publishing	NOUN
ap-1051	112	27	house	house	NOUN
ap-1051	112	28	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-1051	112	29	acta	acta	PROPN
ap-1051	112	30	polytechnica	polytechnica	PROPN
ap-1051	112	31	vol	vol	NOUN
ap-1051	112	32	.	.	PUNCT
ap-1051	113	1	48	48	NUM
ap-1051	113	2	no	no	NOUN
ap-1051	113	3	.	.	PUNCT
ap-1051	114	1	5/2008	5/2008	NOUN
ap-1051	114	2	fig	fig	NOUN
ap-1051	114	3	.	.	PUNCT
ap-1051	115	1	4	4	NUM
ap-1051	115	2	:	:	PUNCT
ap-1051	115	3	l1	l1	PROPN
ap-1051	115	4	cache	cache	PROPN
ap-1051	115	5	miss	miss	VERB
ap-1051	115	6	rate	rate	NOUN
ap-1051	115	7	for	for	ADP
ap-1051	115	8	different	different	ADJ
ap-1051	115	9	variants	variant	NOUN
ap-1051	115	10	of	of	ADP
ap-1051	115	11	the	the	DET
ap-1051	115	12	gemm	gemm	NOUN
ap-1051	115	13	procedure	procedure	NOUN
ap-1051	115	14	fig	fig	NOUN
ap-1051	115	15	.	.	PUNCT
ap-1051	116	1	5	5	NUM
ap-1051	116	2	:	:	PUNCT
ap-1051	116	3	l2	l2	NOUN
ap-1051	116	4	cache	cache	NOUN
ap-1051	116	5	miss	miss	NOUN
ap-1051	116	6	rate	rate	NOUN
ap-1051	116	7	for	for	ADP
ap-1051	116	8	different	different	ADJ
ap-1051	116	9	variants	variant	NOUN
ap-1051	116	10	of	of	ADP
ap-1051	116	11	the	the	DET
ap-1051	116	12	gemm	gemm	NOUN
ap-1051	116	13	procedure	procedure	NOUN
ap-1051	116	14	performance	performance	NOUN
ap-1051	116	15	[	[	X
ap-1051	116	16	mflops]gemm	mflops]gemm	X
ap-1051	116	17	�	�	PROPN
ap-1051	116	18	2	2	NUM
ap-1051	116	19	3n	3n	NUM
ap-1051	116	20	execution	execution	NOUN
ap-1051	116	21	time	time	NOUN
ap-1051	116	22	in	in	ADP
ap-1051	116	23	s	s	PRON
ap-1051	116	24	[	[	PUNCT
ap-1051	116	25	]	]	X
ap-1051	116	26	�	�	X
ap-1051	116	27	we	we	PRON
ap-1051	116	28	compare	compare	VERB
ap-1051	116	29	the	the	DET
ap-1051	116	30	performance	performance	NOUN
ap-1051	116	31	of	of	ADP
ap-1051	116	32	five	five	NUM
ap-1051	116	33	different	different	ADJ
ap-1051	116	34	variants	variant	NOUN
ap-1051	116	35	:	:	PUNCT
ap-1051	116	36	�	�	PROPN
ap-1051	116	37	the	the	DET
ap-1051	116	38	standard	standard	ADJ
ap-1051	116	39	variant	variant	NOUN
ap-1051	116	40	(	(	PUNCT
ap-1051	116	41	gemm_std	gemm_std	PROPN
ap-1051	116	42	)	)	PUNCT
ap-1051	116	43	,	,	PUNCT
ap-1051	116	44	�	�	PROPN
ap-1051	116	45	two	two	NUM
ap-1051	116	46	unrolled	unrolled	ADJ
ap-1051	116	47	variants	variant	NOUN
ap-1051	116	48	,	,	PUNCT
ap-1051	116	49	�	�	PROPN
ap-1051	116	50	the	the	DET
ap-1051	116	51	recursive	recursive	ADJ
ap-1051	116	52	variant	variant	NOUN
ap-1051	116	53	,	,	PUNCT
ap-1051	116	54	�	�	PROPN
ap-1051	116	55	the	the	DET
ap-1051	116	56	vendor	vendor	NOUN
ap-1051	116	57	implementation	implementation	NOUN
ap-1051	116	58	(	(	PUNCT
ap-1051	116	59	intel	intel	PROPN
ap-1051	116	60	mkl	mkl	PROPN
ap-1051	116	61	library	library	PROPN
ap-1051	116	62	)	)	PUNCT
ap-1051	116	63	.	.	PUNCT
ap-1051	117	1	the	the	DET
ap-1051	117	2	resulting	result	VERB
ap-1051	117	3	performances	performance	NOUN
ap-1051	117	4	of	of	ADP
ap-1051	117	5	different	different	ADJ
ap-1051	117	6	versions	version	NOUN
ap-1051	117	7	of	of	ADP
ap-1051	117	8	gemm	gemm	NOUN
ap-1051	117	9	procedure	procedure	NOUN
ap-1051	117	10	are	be	AUX
ap-1051	117	11	illustrated	illustrate	VERB
ap-1051	117	12	in	in	ADP
ap-1051	117	13	the	the	DET
ap-1051	117	14	fig	fig	NOUN
ap-1051	117	15	.	.	PUNCT
ap-1051	118	1	12	12	NUM
ap-1051	118	2	.	.	PUNCT
ap-1051	119	1	we	we	PRON
ap-1051	119	2	can	can	AUX
ap-1051	119	3	conclude	conclude	VERB
ap-1051	119	4	that	that	SCONJ
ap-1051	119	5	�	�	PROPN
ap-1051	119	6	the	the	DET
ap-1051	119	7	standard	standard	ADJ
ap-1051	119	8	variant	variant	NOUN
ap-1051	119	9	has	have	VERB
ap-1051	119	10	very	very	ADV
ap-1051	119	11	low	low	ADJ
ap-1051	119	12	performance	performance	NOUN
ap-1051	119	13	.	.	PUNCT
ap-1051	120	1	�	�	PROPN
ap-1051	120	2	two	two	NUM
ap-1051	120	3	unrolled	unrolled	ADJ
ap-1051	120	4	variants	variant	NOUN
ap-1051	120	5	have	have	VERB
ap-1051	120	6	reasonable	reasonable	ADJ
ap-1051	120	7	performance	performance	NOUN
ap-1051	120	8	until	until	SCONJ
ap-1051	120	9	the	the	DET
ap-1051	120	10	sizes	size	NOUN
ap-1051	120	11	of	of	ADP
ap-1051	120	12	the	the	DET
ap-1051	120	13	operands	operand	NOUN
ap-1051	120	14	exceed	exceed	VERB
ap-1051	120	15	the	the	DET
ap-1051	120	16	cache	cache	NOUN
ap-1051	120	17	size	size	NOUN
ap-1051	120	18	.	.	PUNCT
ap-1051	121	1	then	then	ADV
ap-1051	121	2	©	©	PROPN
ap-1051	121	3	czech	czech	PROPN
ap-1051	121	4	technical	technical	PROPN
ap-1051	121	5	university	university	PROPN
ap-1051	121	6	publishing	publishing	NOUN
ap-1051	121	7	house	house	NOUN
ap-1051	121	8	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-1051	121	9	33	33	NUM
ap-1051	121	10	acta	acta	PROPN
ap-1051	121	11	polytechnica	polytechnica	PROPN
ap-1051	121	12	vol	vol	NOUN
ap-1051	121	13	.	.	PUNCT
ap-1051	122	1	48	48	NUM
ap-1051	122	2	no	no	NOUN
ap-1051	122	3	.	.	PUNCT
ap-1051	123	1	5/2008	5/2008	NOUN
ap-1051	123	2	fig	fig	NOUN
ap-1051	123	3	:	:	PUNCT
ap-1051	123	4	6	6	NUM
ap-1051	123	5	:	:	PUNCT
ap-1051	123	6	dependence	dependence	NOUN
ap-1051	123	7	of	of	ADP
ap-1051	123	8	l1	l1	PROPN
ap-1051	123	9	cache	cache	PROPN
ap-1051	123	10	utilization	utilization	NOUN
ap-1051	123	11	on	on	ADP
ap-1051	123	12	the	the	DET
ap-1051	123	13	threshold	threshold	NOUN
ap-1051	123	14	value	value	NOUN
ap-1051	123	15	fig	fig	NOUN
ap-1051	123	16	.	.	PUNCT
ap-1051	124	1	7	7	NUM
ap-1051	124	2	:	:	PUNCT
ap-1051	124	3	dependence	dependence	NOUN
ap-1051	124	4	of	of	ADP
ap-1051	124	5	l2	l2	NOUN
ap-1051	124	6	cache	cache	NOUN
ap-1051	124	7	utilization	utilization	NOUN
ap-1051	124	8	on	on	ADP
ap-1051	124	9	the	the	DET
ap-1051	124	10	threshold	threshold	NOUN
ap-1051	124	11	value	value	NOUN
ap-1051	124	12	the	the	DET
ap-1051	124	13	performance	performance	NOUN
ap-1051	124	14	suffers	suffer	VERB
ap-1051	124	15	from	from	ADP
ap-1051	124	16	low	low	ADJ
ap-1051	124	17	memory	memory	NOUN
ap-1051	124	18	hierarchy	hierarchy	NOUN
ap-1051	124	19	utilization	utilization	NOUN
ap-1051	124	20	.	.	PUNCT
ap-1051	125	1	�	�	PROPN
ap-1051	126	1	the	the	DET
ap-1051	126	2	recursive	recursive	ADJ
ap-1051	126	3	variant	variant	NOUN
ap-1051	126	4	achieves	achieve	VERB
ap-1051	126	5	very	very	ADV
ap-1051	126	6	good	good	ADJ
ap-1051	126	7	performance	performance	NOUN
ap-1051	126	8	irrespective	irrespective	ADV
ap-1051	126	9	of	of	ADP
ap-1051	126	10	matrix	matrix	NOUN
ap-1051	126	11	size	size	NOUN
ap-1051	126	12	.	.	PUNCT
ap-1051	127	1	it	it	PRON
ap-1051	127	2	was	be	AUX
ap-1051	127	3	just	just	ADV
ap-1051	127	4	slightly	slightly	ADV
ap-1051	127	5	slower	slow	ADJ
ap-1051	127	6	than	than	ADP
ap-1051	127	7	the	the	DET
ap-1051	127	8	vendor	vendor	NOUN
ap-1051	127	9	implementation	implementation	NOUN
ap-1051	127	10	.	.	PUNCT
ap-1051	128	1	5	5	NUM
ap-1051	128	2	conclusions	conclusion	NOUN
ap-1051	128	3	in	in	ADP
ap-1051	128	4	this	this	DET
ap-1051	128	5	paper	paper	NOUN
ap-1051	128	6	,	,	PUNCT
ap-1051	128	7	we	we	PRON
ap-1051	128	8	have	have	AUX
ap-1051	128	9	described	describe	VERB
ap-1051	128	10	the	the	DET
ap-1051	128	11	implementation	implementation	NOUN
ap-1051	128	12	of	of	ADP
ap-1051	128	13	some	some	DET
ap-1051	128	14	important	important	ADJ
ap-1051	128	15	routines	routine	NOUN
ap-1051	128	16	from	from	ADP
ap-1051	128	17	la	la	ADV
ap-1051	128	18	using	use	VERB
ap-1051	128	19	a	a	DET
ap-1051	128	20	recursive	recursive	ADJ
ap-1051	128	21	approach	approach	NOUN
ap-1051	128	22	,	,	PUNCT
ap-1051	128	23	concentrating	concentrate	VERB
ap-1051	128	24	on	on	ADP
ap-1051	128	25	the	the	DET
ap-1051	128	26	matrix	matrix	NOUN
ap-1051	128	27	-	-	PUNCT
ap-1051	128	28	matrix	matrix	NOUN
ap-1051	128	29	multiplication	multiplication	NOUN
ap-1051	128	30	routine	routine	NOUN
ap-1051	128	31	.	.	PUNCT
ap-1051	129	1	all	all	DET
ap-1051	129	2	tested	test	VERB
ap-1051	129	3	routines	routine	NOUN
ap-1051	129	4	achieve	achieve	VERB
ap-1051	129	5	performance	performance	NOUN
ap-1051	129	6	about	about	ADP
ap-1051	129	7	80–90	80–90	NUM
ap-1051	129	8	%	%	NOUN
ap-1051	129	9	in	in	ADP
ap-1051	129	10	comparison	comparison	NOUN
ap-1051	129	11	to	to	ADP
ap-1051	129	12	the	the	DET
ap-1051	129	13	vendor	vendor	NOUN
ap-1051	129	14	mkl	mkl	PROPN
ap-1051	129	15	library	library	PROPN
ap-1051	129	16	.	.	PUNCT
ap-1051	130	1	we	we	PRON
ap-1051	130	2	can	can	AUX
ap-1051	130	3	conclude	conclude	VERB
ap-1051	130	4	that	that	SCONJ
ap-1051	130	5	34	34	NUM
ap-1051	130	6	©	©	PROPN
ap-1051	130	7	czech	czech	PROPN
ap-1051	130	8	technical	technical	PROPN
ap-1051	130	9	university	university	PROPN
ap-1051	130	10	publishing	publishing	NOUN
ap-1051	130	11	house	house	NOUN
ap-1051	130	12	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-1051	130	13	acta	acta	PROPN
ap-1051	130	14	polytechnica	polytechnica	PROPN
ap-1051	130	15	vol	vol	NOUN
ap-1051	130	16	.	.	PUNCT
ap-1051	131	1	48	48	NUM
ap-1051	131	2	no	no	NOUN
ap-1051	131	3	.	.	PUNCT
ap-1051	132	1	5/2008	5/2008	NOUN
ap-1051	132	2	fig	fig	NOUN
ap-1051	132	3	.	.	PUNCT
ap-1051	133	1	8	8	NUM
ap-1051	133	2	:	:	PUNCT
ap-1051	133	3	comparison	comparison	NOUN
ap-1051	133	4	between	between	ADP
ap-1051	133	5	unrolled	unrolled	ADJ
ap-1051	133	6	and	and	CCONJ
ap-1051	133	7	recursive	recursive	ADJ
ap-1051	133	8	variants	variant	NOUN
ap-1051	133	9	fig	fig	NOUN
ap-1051	133	10	.	.	PUNCT
ap-1051	134	1	9	9	NUM
ap-1051	134	2	:	:	PUNCT
ap-1051	134	3	comparison	comparison	NOUN
ap-1051	134	4	between	between	ADP
ap-1051	134	5	unrolled	unrolled	ADJ
ap-1051	134	6	and	and	CCONJ
ap-1051	134	7	recursive	recursive	ADJ
ap-1051	134	8	variants	variant	NOUN
ap-1051	134	9	recursive	recursive	ADJ
ap-1051	134	10	codes	code	NOUN
ap-1051	134	11	achieve	achieve	VERB
ap-1051	134	12	very	very	ADV
ap-1051	134	13	good	good	ADJ
ap-1051	134	14	performance	performance	NOUN
ap-1051	134	15	due	due	ADP
ap-1051	134	16	to	to	ADP
ap-1051	134	17	effective	effective	ADJ
ap-1051	134	18	memory	memory	NOUN
ap-1051	134	19	hierarchy	hierarchy	NOUN
ap-1051	134	20	utilization	utilization	NOUN
ap-1051	134	21	.	.	PUNCT
ap-1051	135	1	unlike	unlike	ADP
ap-1051	135	2	other	other	ADJ
ap-1051	135	3	(	(	PUNCT
ap-1051	135	4	more	more	ADV
ap-1051	135	5	complicated	complicated	ADJ
ap-1051	135	6	)	)	PUNCT
ap-1051	135	7	methods	method	NOUN
ap-1051	135	8	,	,	PUNCT
ap-1051	135	9	no	no	DET
ap-1051	135	10	difficult	difficult	ADJ
ap-1051	135	11	memory	memory	NOUN
ap-1051	135	12	pattern	pattern	NOUN
ap-1051	135	13	behavior	behavior	NOUN
ap-1051	135	14	analysis	analysis	NOUN
ap-1051	135	15	is	be	AUX
ap-1051	135	16	needed	need	VERB
ap-1051	135	17	.	.	PUNCT
ap-1051	136	1	acknowledgement	acknowledgement	NOUN
ap-1051	136	2	this	this	DET
ap-1051	136	3	research	research	NOUN
ap-1051	136	4	has	have	AUX
ap-1051	136	5	been	be	AUX
ap-1051	136	6	supported	support	VERB
ap-1051	136	7	by	by	ADP
ap-1051	136	8	mšmt	mšmt	NOUN
ap-1051	136	9	under	under	ADP
ap-1051	136	10	research	research	NOUN
ap-1051	136	11	program	program	NOUN
ap-1051	136	12	msm6840770014	msm6840770014	NOUN
ap-1051	136	13	.	.	PUNCT
ap-1051	137	1	©	©	PROPN
ap-1051	137	2	czech	czech	PROPN
ap-1051	137	3	technical	technical	PROPN
ap-1051	137	4	university	university	PROPN
ap-1051	137	5	publishing	publishing	NOUN
ap-1051	137	6	house	house	NOUN
ap-1051	137	7	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-1051	137	8	35	35	NUM
ap-1051	137	9	acta	acta	PROPN
ap-1051	137	10	polytechnica	polytechnica	PROPN
ap-1051	137	11	vol	vol	NOUN
ap-1051	137	12	.	.	PUNCT
ap-1051	138	1	48	48	NUM
ap-1051	138	2	no	no	NOUN
ap-1051	138	3	.	.	PUNCT
ap-1051	139	1	5/2008	5/2008	NOUN
ap-1051	139	2	fig	fig	NOUN
ap-1051	139	3	.	.	PUNCT
ap-1051	140	1	10	10	NUM
ap-1051	140	2	:	:	PUNCT
ap-1051	140	3	dependence	dependence	NOUN
ap-1051	140	4	of	of	ADP
ap-1051	140	5	tlb	tlb	NOUN
ap-1051	140	6	utilization	utilization	NOUN
ap-1051	140	7	on	on	ADP
ap-1051	140	8	the	the	DET
ap-1051	140	9	threshold	threshold	NOUN
ap-1051	140	10	value	value	NOUN
ap-1051	140	11	fig	fig	NOUN
ap-1051	140	12	.	.	PUNCT
ap-1051	141	1	11	11	NUM
ap-1051	141	2	:	:	PUNCT
ap-1051	141	3	comparison	comparison	NOUN
ap-1051	141	4	between	between	ADP
ap-1051	141	5	unrolled	unrolled	ADJ
ap-1051	141	6	and	and	CCONJ
ap-1051	141	7	recursive	recursive	ADJ
ap-1051	141	8	variants	variant	NOUN
ap-1051	141	9	references	reference	NOUN
ap-1051	141	10	[	[	X
ap-1051	141	11	1	1	NUM
ap-1051	141	12	]	]	PUNCT
ap-1051	141	13	intel	intel	PROPN
ap-1051	141	14	®	®	PROPN
ap-1051	141	15	math	math	PROPN
ap-1051	141	16	kernel	kernel	PROPN
ap-1051	141	17	library	library	PROPN
ap-1051	141	18	10.1	10.1	NUM
ap-1051	141	19	–	–	PUNCT
ap-1051	141	20	overview	overview	NOUN
ap-1051	141	21	.	.	PUNCT
ap-1051	142	1	[	[	X
ap-1051	142	2	2	2	NUM
ap-1051	142	3	]	]	X
ap-1051	142	4	lapack	lapack	NOUN
ap-1051	142	5	–	–	PUNCT
ap-1051	142	6	linear	linear	ADJ
ap-1051	142	7	algebra	algebra	NOUN
ap-1051	142	8	package	package	NOUN
ap-1051	142	9	.	.	PUNCT
ap-1051	143	1	[	[	X
ap-1051	143	2	3	3	NUM
ap-1051	143	3	]	]	X
ap-1051	143	4	carr	carr	PROPN
ap-1051	143	5	,	,	PUNCT
ap-1051	143	6	s.	s.	PROPN
ap-1051	143	7	,	,	PUNCT
ap-1051	143	8	kennedy	kennedy	PROPN
ap-1051	143	9	,	,	PUNCT
ap-1051	143	10	k.	k.	PROPN
ap-1051	143	11	:	:	PUNCT
ap-1051	143	12	compiler	compiler	NOUN
ap-1051	143	13	blockability	blockability	NOUN
ap-1051	143	14	of	of	ADP
ap-1051	143	15	numerical	numerical	ADJ
ap-1051	143	16	algorithms	algorithm	NOUN
ap-1051	143	17	.	.	PUNCT
ap-1051	144	1	in	in	ADP
ap-1051	144	2	proceedings	proceeding	NOUN
ap-1051	144	3	of	of	ADP
ap-1051	144	4	the	the	DET
ap-1051	144	5	1992	1992	NUM
ap-1051	144	6	acm	acm	PROPN
ap-1051	144	7	/	/	SYM
ap-1051	144	8	ieee	ieee	NOUN
ap-1051	144	9	conference	conference	NOUN
ap-1051	144	10	on	on	ADP
ap-1051	144	11	supercomputing	supercomputing	PROPN
ap-1051	144	12	.	.	PUNCT
ap-1051	145	1	ieee	ieee	PROPN
ap-1051	145	2	computer	computer	PROPN
ap-1051	145	3	society	society	PROPN
ap-1051	145	4	press	press	NOUN
ap-1051	145	5	,	,	PUNCT
ap-1051	145	6	1992	1992	NUM
ap-1051	145	7	,	,	PUNCT
ap-1051	145	8	p.	p.	NOUN
ap-1051	145	9	114–124	114–124	NUM
ap-1051	145	10	.	.	PUNCT
ap-1051	146	1	[	[	X
ap-1051	146	2	4	4	NUM
ap-1051	146	3	]	]	X
ap-1051	146	4	carr	carr	PROPN
ap-1051	146	5	,	,	PUNCT
ap-1051	146	6	s.	s.	PROPN
ap-1051	146	7	,	,	PUNCT
ap-1051	146	8	lehoucq	lehoucq	PROPN
ap-1051	146	9	,	,	PUNCT
ap-1051	146	10	r.	r.	PROPN
ap-1051	146	11	b.	b.	PROPN
ap-1051	146	12	:	:	PUNCT
ap-1051	146	13	a	a	DET
ap-1051	146	14	compiler	compiler	ADJ
ap-1051	146	15	-	-	PUNCT
ap-1051	146	16	blockable	blockable	ADJ
ap-1051	146	17	algorithm	algorithm	NOUN
ap-1051	146	18	for	for	ADP
ap-1051	146	19	qr	qr	NOUN
ap-1051	146	20	decomposition	decomposition	NOUN
ap-1051	146	21	.	.	PUNCT
ap-1051	147	1	in	in	ADP
ap-1051	147	2	proceedings	proceeding	NOUN
ap-1051	147	3	of	of	ADP
ap-1051	147	4	the	the	DET
ap-1051	147	5	eighth	eighth	ADJ
ap-1051	147	6	siam	siam	PROPN
ap-1051	147	7	conference	conference	NOUN
ap-1051	147	8	on	on	ADP
ap-1051	147	9	parallel	parallel	ADJ
ap-1051	147	10	processing	processing	NOUN
ap-1051	147	11	for	for	ADP
ap-1051	147	12	scientific	scientific	ADJ
ap-1051	147	13	computing	computing	NOUN
ap-1051	147	14	,	,	PUNCT
ap-1051	147	15	san	san	PROPN
ap-1051	147	16	francisco	francisco	PROPN
ap-1051	147	17	,	,	PUNCT
ap-1051	147	18	ca	ca	PROPN
ap-1051	147	19	,	,	PUNCT
ap-1051	147	20	february	february	PROPN
ap-1051	147	21	1995	1995	NUM
ap-1051	147	22	.	.	PUNCT
ap-1051	148	1	[	[	X
ap-1051	148	2	5	5	NUM
ap-1051	148	3	]	]	PUNCT
ap-1051	148	4	dongarra	dongarra	NOUN
ap-1051	148	5	,	,	PUNCT
ap-1051	148	6	j.	j.	PROPN
ap-1051	148	7	j.	j.	PROPN
ap-1051	148	8	,	,	PUNCT
ap-1051	148	9	croz	croz	PROPN
ap-1051	148	10	,	,	PUNCT
ap-1051	148	11	j.	j.	PROPN
ap-1051	148	12	d.	d.	PROPN
ap-1051	148	13	,	,	PUNCT
ap-1051	148	14	hammarling	hammarling	PROPN
ap-1051	148	15	,	,	PUNCT
ap-1051	148	16	s.	s.	PROPN
ap-1051	148	17	,	,	PUNCT
ap-1051	148	18	duff	duff	PROPN
ap-1051	148	19	i.	i.	PROPN
ap-1051	148	20	:	:	PUNCT
ap-1051	148	21	a	a	DET
ap-1051	148	22	set	set	NOUN
ap-1051	148	23	of	of	ADP
ap-1051	148	24	level	level	NOUN
ap-1051	148	25	3	3	NUM
ap-1051	148	26	basic	basic	ADJ
ap-1051	148	27	linear	linear	PROPN
ap-1051	148	28	algebra	algebra	NOUN
ap-1051	148	29	subprograms	subprogram	NOUN
ap-1051	148	30	.	.	PUNCT
ap-1051	149	1	acm	acm	PROPN
ap-1051	149	2	transactions	transaction	NOUN
ap-1051	149	3	on	on	ADP
ap-1051	149	4	mathematical	mathematical	ADJ
ap-1051	149	5	software	software	NOUN
ap-1051	149	6	,	,	PUNCT
ap-1051	149	7	vol	vol	NOUN
ap-1051	149	8	.	.	PROPN
ap-1051	150	1	16	16	NUM
ap-1051	150	2	(	(	PUNCT
ap-1051	150	3	1990	1990	NUM
ap-1051	150	4	)	)	PUNCT
ap-1051	150	5	,	,	PUNCT
ap-1051	150	6	no	no	INTJ
ap-1051	150	7	.	.	NOUN
ap-1051	150	8	1	1	NUM
ap-1051	150	9	,	,	PUNCT
ap-1051	150	10	p.	p.	NOUN
ap-1051	150	11	1–17	1–17	PROPN
ap-1051	150	12	,	,	PUNCT
ap-1051	150	13	mar	mar	PROPN
ap-1051	150	14	.	.	PROPN
ap-1051	150	15	1990	1990	NUM
ap-1051	150	16	.	.	PUNCT
ap-1051	151	1	[	[	X
ap-1051	151	2	6	6	NUM
ap-1051	151	3	]	]	X
ap-1051	151	4	hennessy	hennessy	PROPN
ap-1051	151	5	,	,	PUNCT
ap-1051	151	6	d.	d.	PROPN
ap-1051	151	7	a.	a.	PROPN
ap-1051	151	8	p.	p.	PROPN
ap-1051	151	9	john	john	PROPN
ap-1051	151	10	l.	l.	PROPN
ap-1051	151	11	:	:	PUNCT
ap-1051	151	12	computer	computer	NOUN
ap-1051	151	13	architecture	architecture	NOUN
ap-1051	151	14	,	,	PUNCT
ap-1051	151	15	fourth	fourth	ADJ
ap-1051	151	16	edition	edition	NOUN
ap-1051	151	17	:	:	PUNCT
ap-1051	151	18	a	a	DET
ap-1051	151	19	quantitative	quantitative	ADJ
ap-1051	151	20	approach	approach	NOUN
ap-1051	151	21	.	.	PUNCT
ap-1051	152	1	morgan	morgan	PROPN
ap-1051	152	2	kaufmann	kaufmann	PROPN
ap-1051	152	3	;	;	PUNCT
ap-1051	152	4	4	4	NUM
ap-1051	152	5	edition	edition	NOUN
ap-1051	152	6	(	(	PUNCT
ap-1051	152	7	september	september	PROPN
ap-1051	152	8	27	27	NUM
ap-1051	152	9	,	,	PUNCT
ap-1051	152	10	2006	2006	NUM
ap-1051	152	11	)	)	PUNCT
ap-1051	152	12	,	,	PUNCT
ap-1051	152	13	2006	2006	NUM
ap-1051	152	14	.	.	PUNCT
ap-1051	153	1	[	[	X
ap-1051	153	2	7	7	NUM
ap-1051	153	3	]	]	SYM
ap-1051	153	4	tvrdík	tvrdík	NOUN
ap-1051	153	5	,	,	PUNCT
ap-1051	153	6	p.	p.	NOUN
ap-1051	153	7	,	,	PUNCT
ap-1051	153	8	šimeček	šimeček	PROPN
ap-1051	153	9	,	,	PUNCT
ap-1051	153	10	i.	i.	NOUN
ap-1051	153	11	:	:	PUNCT
ap-1051	153	12	software	software	NOUN
ap-1051	153	13	cache	cache	PROPN
ap-1051	153	14	analyzer	analyzer	NOUN
ap-1051	153	15	.	.	PUNCT
ap-1051	154	1	in	in	ADP
ap-1051	154	2	proceedings	proceeding	NOUN
ap-1051	154	3	of	of	ADP
ap-1051	154	4	ctu	ctu	NOUN
ap-1051	154	5	workshop	workshop	NOUN
ap-1051	154	6	,	,	PUNCT
ap-1051	154	7	vol	vol	NOUN
ap-1051	154	8	.	.	NOUN
ap-1051	154	9	9	9	NUM
ap-1051	154	10	,	,	PUNCT
ap-1051	154	11	p.	p.	NOUN
ap-1051	154	12	180–181	180–181	NUM
ap-1051	154	13	,	,	PUNCT
ap-1051	154	14	prague	prague	NOUN
ap-1051	154	15	,	,	PUNCT
ap-1051	154	16	czech	czech	PROPN
ap-1051	154	17	republic	republic	NOUN
ap-1051	154	18	,	,	PUNCT
ap-1051	154	19	mar	mar	PROPN
ap-1051	154	20	.	.	PROPN
ap-1051	154	21	2005	2005	NUM
ap-1051	154	22	.	.	PUNCT
ap-1051	155	1	[	[	X
ap-1051	155	2	8	8	NUM
ap-1051	155	3	]	]	X
ap-1051	155	4	wadleigh	wadleigh	NOUN
ap-1051	155	5	,	,	PUNCT
ap-1051	155	6	k.	k.	PROPN
ap-1051	155	7	r.	r.	PROPN
ap-1051	155	8	,	,	PUNCT
ap-1051	155	9	crawford	crawford	PROPN
ap-1051	155	10	,	,	PUNCT
ap-1051	155	11	i.	i.	PROPN
ap-1051	155	12	l.	l.	PROPN
ap-1051	155	13	:	:	PUNCT
ap-1051	155	14	software	software	NOUN
ap-1051	155	15	optimization	optimization	NOUN
ap-1051	155	16	for	for	ADP
ap-1051	155	17	high	high	ADJ
ap-1051	155	18	performance	performance	NOUN
ap-1051	155	19	computing	computing	NOUN
ap-1051	155	20	.	.	PUNCT
ap-1051	156	1	hewlett	hewlett	PROPN
ap-1051	156	2	-	-	PUNCT
ap-1051	156	3	packard	packard	PROPN
ap-1051	156	4	professional	professional	ADJ
ap-1051	156	5	books	book	NOUN
ap-1051	156	6	,	,	PUNCT
ap-1051	156	7	2000	2000	NUM
ap-1051	156	8	.	.	PUNCT
ap-1051	157	1	[	[	X
ap-1051	157	2	9	9	NUM
ap-1051	157	3	]	]	X
ap-1051	157	4	wolfe	wolfe	PROPN
ap-1051	157	5	,	,	PUNCT
ap-1051	157	6	m.	m.	NOUN
ap-1051	157	7	:	:	PUNCT
ap-1051	157	8	high	high	ADJ
ap-1051	157	9	-	-	PUNCT
ap-1051	157	10	performance	performance	NOUN
ap-1051	157	11	compilers	compiler	NOUN
ap-1051	157	12	for	for	ADP
ap-1051	157	13	parallel	parallel	ADJ
ap-1051	157	14	computing	computing	NOUN
ap-1051	157	15	.	.	PUNCT
ap-1051	158	1	addison	addison	PROPN
ap-1051	158	2	-	-	PUNCT
ap-1051	158	3	wesley	wesley	PROPN
ap-1051	158	4	,	,	PUNCT
ap-1051	158	5	reading	reading	NOUN
ap-1051	158	6	,	,	PUNCT
ap-1051	158	7	massachusetts	massachusetts	PROPN
ap-1051	158	8	,	,	PUNCT
ap-1051	158	9	usa	usa	PROPN
ap-1051	158	10	,	,	PUNCT
ap-1051	158	11	1995	1995	NUM
ap-1051	158	12	.	.	PUNCT
ap-1051	159	1	ing	ing	ADJ
ap-1051	159	2	.	.	PUNCT
ap-1051	160	1	ivan	ivan	PROPN
ap-1051	160	2	šimeček	šimeček	PROPN
ap-1051	160	3	phone	phone	PROPN
ap-1051	160	4	:	:	PUNCT
ap-1051	160	5	+420	+420	PROPN
ap-1051	160	6	224	224	NUM
ap-1051	160	7	357	357	NUM
ap-1051	160	8	268	268	NUM
ap-1051	160	9	e-mail:xsimecek@fel.cvut.cz	e-mail:xsimecek@fel.cvut.cz	NOUN
ap-1051	160	10	department	department	NOUN
ap-1051	160	11	of	of	ADP
ap-1051	160	12	computer	computer	NOUN
ap-1051	160	13	science	science	NOUN
ap-1051	160	14	and	and	CCONJ
ap-1051	160	15	engineering	engineering	NOUN
ap-1051	160	16	czech	czech	PROPN
ap-1051	160	17	technical	technical	PROPN
ap-1051	160	18	university	university	PROPN
ap-1051	160	19	in	in	ADP
ap-1051	160	20	prague	prague	PROPN
ap-1051	160	21	karlovo	karlovo	PROPN
ap-1051	160	22	nám	nám	PROPN
ap-1051	160	23	.	.	PUNCT
ap-1051	161	1	13	13	NUM
ap-1051	161	2	121	121	NUM
ap-1051	161	3	25	25	NUM
ap-1051	161	4	prague	prague	NOUN
ap-1051	161	5	2	2	NUM
ap-1051	161	6	,	,	PUNCT
ap-1051	161	7	czech	czech	PROPN
ap-1051	161	8	republic	republic	NOUN
ap-1051	161	9	36	36	NUM
ap-1051	161	10	©	©	PROPN
ap-1051	161	11	czech	czech	PROPN
ap-1051	161	12	technical	technical	PROPN
ap-1051	161	13	university	university	PROPN
ap-1051	161	14	publishing	publishing	NOUN
ap-1051	161	15	house	house	NOUN
ap-1051	161	16	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-1051	161	17	acta	acta	PROPN
ap-1051	161	18	polytechnica	polytechnica	PROPN
ap-1051	161	19	vol	vol	NOUN
ap-1051	161	20	.	.	PUNCT
ap-1051	162	1	48	48	NUM
ap-1051	162	2	no	no	NOUN
ap-1051	162	3	.	.	PUNCT
ap-1051	163	1	5/2008	5/2008	NOUN
ap-1051	163	2	fig	fig	NOUN
ap-1051	163	3	.	.	PUNCT
ap-1051	164	1	12	12	NUM
ap-1051	164	2	:	:	PUNCT
ap-1051	164	3	performance	performance	NOUN
ap-1051	164	4	of	of	ADP
ap-1051	164	5	different	different	ADJ
ap-1051	164	6	versions	version	NOUN
ap-1051	164	7	of	of	ADP
ap-1051	164	8	gemm	gemm	NOUN
ap-1051	164	9	procedure	procedure	NOUN
ap-1051	164	10	in	in	ADP
ap-1051	164	11	double	double	ADJ
ap-1051	164	12	precision	precision	NOUN