id	sid	tid	token	lemma	pos
ap-6075	1	1	acta	acta	PROPN
ap-6075	1	2	polytechnica	polytechnica	PROPN
ap-6075	1	3	https://doi.org/10.14311/ap.2021.61.0122	https://doi.org/10.14311/ap.2021.61.0122	PROPN
ap-6075	1	4	acta	acta	PROPN
ap-6075	1	5	polytechnica	polytechnica	PROPN
ap-6075	1	6	61(si):122–134	61(si):122–134	PROPN
ap-6075	1	7	,	,	PUNCT
ap-6075	1	8	2021	2021	NUM
ap-6075	1	9	©	©	ADP
ap-6075	1	10	2021	2021	NUM
ap-6075	1	11	the	the	DET
ap-6075	1	12	author(s	author(s	NOUN
ap-6075	1	13	)	)	PUNCT
ap-6075	1	14	.	.	PUNCT
ap-6075	2	1	licensed	license	VERB
ap-6075	2	2	under	under	ADP
ap-6075	2	3	a	a	DET
ap-6075	2	4	cc	cc	NOUN
ap-6075	2	5	-	-	PUNCT
ap-6075	2	6	by	by	ADP
ap-6075	2	7	4.0	4.0	NUM
ap-6075	2	8	licence	licence	NOUN
ap-6075	2	9	published	publish	VERB
ap-6075	2	10	by	by	ADP
ap-6075	2	11	the	the	DET
ap-6075	2	12	czech	czech	PROPN
ap-6075	2	13	technical	technical	PROPN
ap-6075	2	14	university	university	PROPN
ap-6075	2	15	in	in	ADP
ap-6075	2	16	prague	prague	PROPN
ap-6075	2	17	tnl	tnl	PROPN
ap-6075	2	18	:	:	PUNCT
ap-6075	2	19	numerical	numerical	PROPN
ap-6075	2	20	library	library	NOUN
ap-6075	2	21	for	for	ADP
ap-6075	2	22	modern	modern	ADJ
ap-6075	2	23	parallel	parallel	ADJ
ap-6075	2	24	architectures	architecture	NOUN
ap-6075	2	25	tomáš	tomáš	NOUN
ap-6075	2	26	oberhuber∗	oberhuber∗	VERB
ap-6075	2	27	,	,	PUNCT
ap-6075	2	28	jakub	jakub	PROPN
ap-6075	2	29	klinkovský	klinkovský	PROPN
ap-6075	2	30	,	,	PUNCT
ap-6075	2	31	radek	radek	PROPN
ap-6075	2	32	fučík	fučík	PROPN
ap-6075	2	33	czech	czech	PROPN
ap-6075	2	34	technical	technical	PROPN
ap-6075	2	35	university	university	PROPN
ap-6075	2	36	in	in	ADP
ap-6075	2	37	prague	prague	PROPN
ap-6075	2	38	,	,	PUNCT
ap-6075	2	39	faculty	faculty	NOUN
ap-6075	2	40	of	of	ADP
ap-6075	2	41	nuclear	nuclear	ADJ
ap-6075	2	42	sciences	science	NOUN
ap-6075	2	43	and	and	CCONJ
ap-6075	2	44	physical	physical	ADJ
ap-6075	2	45	engineering	engineering	NOUN
ap-6075	2	46	,	,	PUNCT
ap-6075	2	47	department	department	NOUN
ap-6075	2	48	of	of	ADP
ap-6075	2	49	mathematics	mathematic	NOUN
ap-6075	2	50	,	,	PUNCT
ap-6075	2	51	trojanova	trojanova	X
ap-6075	2	52	13	13	NUM
ap-6075	2	53	,	,	PUNCT
ap-6075	2	54	120	120	NUM
ap-6075	2	55	00	00	NUM
ap-6075	2	56	praha	praha	PROPN
ap-6075	2	57	,	,	PUNCT
ap-6075	2	58	czech	czech	PROPN
ap-6075	2	59	republic	republic	NOUN
ap-6075	2	60	∗	∗	NOUN
ap-6075	2	61	corresponding	correspond	VERB
ap-6075	2	62	author	author	NOUN
ap-6075	2	63	:	:	PUNCT
ap-6075	2	64	tomas.oberhuber@fjfi.cvut.cz	tomas.oberhuber@fjfi.cvut.cz	PROPN
ap-6075	2	65	abstract	abstract	ADJ
ap-6075	2	66	.	.	PUNCT
ap-6075	3	1	we	we	PRON
ap-6075	3	2	present	present	VERB
ap-6075	3	3	template	template	NOUN
ap-6075	3	4	numerical	numerical	ADJ
ap-6075	3	5	library	library	NOUN
ap-6075	3	6	(	(	PUNCT
ap-6075	3	7	tnl	tnl	PROPN
ap-6075	3	8	,	,	PUNCT
ap-6075	3	9	www.tnl-project.org	www.tnl-project.org	PROPN
ap-6075	3	10	)	)	PUNCT
ap-6075	3	11	with	with	ADP
ap-6075	3	12	native	native	ADJ
ap-6075	3	13	support	support	NOUN
ap-6075	3	14	of	of	ADP
ap-6075	3	15	modern	modern	ADJ
ap-6075	3	16	parallel	parallel	ADJ
ap-6075	3	17	architectures	architecture	NOUN
ap-6075	3	18	like	like	ADP
ap-6075	3	19	multi	multi	ADJ
ap-6075	3	20	–	–	PUNCT
ap-6075	3	21	core	core	ADJ
ap-6075	3	22	cpus	cpus	NOUN
ap-6075	3	23	and	and	CCONJ
ap-6075	3	24	gpus	gpu	NOUN
ap-6075	3	25	.	.	PUNCT
ap-6075	4	1	the	the	DET
ap-6075	4	2	library	library	NOUN
ap-6075	4	3	offers	offer	VERB
ap-6075	4	4	an	an	DET
ap-6075	4	5	abstract	abstract	ADJ
ap-6075	4	6	layer	layer	NOUN
ap-6075	4	7	for	for	ADP
ap-6075	4	8	accessing	access	VERB
ap-6075	4	9	these	these	DET
ap-6075	4	10	architectures	architecture	NOUN
ap-6075	4	11	via	via	ADP
ap-6075	4	12	unified	unified	ADJ
ap-6075	4	13	interface	interface	NOUN
ap-6075	4	14	tailored	tailor	VERB
ap-6075	4	15	for	for	ADP
ap-6075	4	16	easy	easy	ADJ
ap-6075	4	17	and	and	CCONJ
ap-6075	4	18	fast	fast	ADJ
ap-6075	4	19	development	development	NOUN
ap-6075	4	20	of	of	ADP
ap-6075	4	21	high	high	ADJ
ap-6075	4	22	-	-	PUNCT
ap-6075	4	23	performance	performance	NOUN
ap-6075	4	24	algorithms	algorithm	NOUN
ap-6075	4	25	and	and	CCONJ
ap-6075	4	26	numerical	numerical	ADJ
ap-6075	4	27	solvers	solver	NOUN
ap-6075	4	28	.	.	PUNCT
ap-6075	5	1	the	the	DET
ap-6075	5	2	library	library	NOUN
ap-6075	5	3	is	be	AUX
ap-6075	5	4	written	write	VERB
ap-6075	5	5	in	in	ADP
ap-6075	5	6	c++	c++	NOUN
ap-6075	5	7	and	and	CCONJ
ap-6075	5	8	it	it	PRON
ap-6075	5	9	benefits	benefit	VERB
ap-6075	5	10	from	from	ADP
ap-6075	5	11	template	template	NOUN
ap-6075	5	12	meta	meta	ADJ
ap-6075	5	13	–	–	PUNCT
ap-6075	5	14	programming	programming	NOUN
ap-6075	5	15	techniques	technique	NOUN
ap-6075	5	16	.	.	PUNCT
ap-6075	6	1	in	in	ADP
ap-6075	6	2	this	this	DET
ap-6075	6	3	paper	paper	NOUN
ap-6075	6	4	,	,	PUNCT
ap-6075	6	5	we	we	PRON
ap-6075	6	6	present	present	VERB
ap-6075	6	7	the	the	DET
ap-6075	6	8	most	most	ADV
ap-6075	6	9	important	important	ADJ
ap-6075	6	10	data	datum	NOUN
ap-6075	6	11	structures	structure	NOUN
ap-6075	6	12	and	and	CCONJ
ap-6075	6	13	algorithms	algorithm	NOUN
ap-6075	6	14	in	in	ADP
ap-6075	6	15	tnl	tnl	PROPN
ap-6075	6	16	together	together	ADV
ap-6075	6	17	with	with	ADP
ap-6075	6	18	scalability	scalability	NOUN
ap-6075	6	19	on	on	ADP
ap-6075	6	20	multi	multi	ADJ
ap-6075	6	21	–	–	NOUN
ap-6075	6	22	core	core	ADJ
ap-6075	6	23	cpus	cpus	NOUN
ap-6075	6	24	and	and	CCONJ
ap-6075	6	25	speed	speed	NOUN
ap-6075	6	26	–	–	PUNCT
ap-6075	6	27	up	up	ADP
ap-6075	6	28	on	on	ADP
ap-6075	6	29	gpus	gpus	NOUN
ap-6075	6	30	supporting	support	VERB
ap-6075	6	31	cuda	cuda	NOUN
ap-6075	6	32	.	.	PUNCT
ap-6075	7	1	keywords	keyword	NOUN
ap-6075	7	2	:	:	PUNCT
ap-6075	7	3	parallel	parallel	ADJ
ap-6075	7	4	computing	computing	NOUN
ap-6075	7	5	,	,	PUNCT
ap-6075	7	6	gpu	gpu	PROPN
ap-6075	7	7	,	,	PUNCT
ap-6075	7	8	explicit	explicit	ADJ
ap-6075	7	9	schemes	scheme	NOUN
ap-6075	7	10	,	,	PUNCT
ap-6075	7	11	semi	semi	ADJ
ap-6075	7	12	–	–	PUNCT
ap-6075	7	13	implicit	implicit	ADJ
ap-6075	7	14	schemes	scheme	NOUN
ap-6075	7	15	,	,	PUNCT
ap-6075	7	16	c++	c++	NOUN
ap-6075	7	17	templates	template	NOUN
ap-6075	7	18	.	.	PUNCT
ap-6075	8	1	1	1	X
ap-6075	8	2	.	.	X
ap-6075	8	3	introduction	introduction	NOUN
ap-6075	8	4	tnl	tnl	PROPN
ap-6075	8	5	aims	aim	VERB
ap-6075	8	6	to	to	PART
ap-6075	8	7	be	be	AUX
ap-6075	8	8	an	an	DET
ap-6075	8	9	efficient	efficient	ADJ
ap-6075	8	10	and	and	CCONJ
ap-6075	8	11	user	user	NOUN
ap-6075	8	12	friendly	friendly	ADJ
ap-6075	8	13	library	library	NOUN
ap-6075	8	14	for	for	ADP
ap-6075	8	15	numerical	numerical	ADJ
ap-6075	8	16	simulations	simulation	NOUN
ap-6075	8	17	.	.	PUNCT
ap-6075	9	1	to	to	PART
ap-6075	9	2	fulfill	fulfill	VERB
ap-6075	9	3	this	this	DET
ap-6075	9	4	goal	goal	NOUN
ap-6075	9	5	,	,	PUNCT
ap-6075	9	6	it	it	PRON
ap-6075	9	7	must	must	AUX
ap-6075	9	8	support	support	VERB
ap-6075	9	9	modern	modern	ADJ
ap-6075	9	10	parallel	parallel	ADJ
ap-6075	9	11	architectures	architecture	NOUN
ap-6075	9	12	like	like	ADP
ap-6075	9	13	gpus	gpus	PROPN
ap-6075	9	14	(	(	PUNCT
ap-6075	9	15	graphical	graphical	ADJ
ap-6075	9	16	processing	processing	NOUN
ap-6075	9	17	units	unit	NOUN
ap-6075	9	18	)	)	PUNCT
ap-6075	9	19	and	and	CCONJ
ap-6075	9	20	multi	multi	ADJ
ap-6075	9	21	-	-	ADJ
ap-6075	9	22	core	core	ADJ
ap-6075	9	23	cpus	cpus	NOUN
ap-6075	9	24	on	on	ADP
ap-6075	9	25	one	one	NUM
ap-6075	9	26	hand	hand	NOUN
ap-6075	9	27	and	and	CCONJ
ap-6075	9	28	offer	offer	VERB
ap-6075	9	29	simple	simple	ADJ
ap-6075	9	30	and	and	CCONJ
ap-6075	9	31	flexible	flexible	ADJ
ap-6075	9	32	interface	interface	NOUN
ap-6075	9	33	for	for	ADP
ap-6075	9	34	implementation	implementation	NOUN
ap-6075	9	35	of	of	ADP
ap-6075	9	36	complex	complex	ADJ
ap-6075	9	37	numerical	numerical	ADJ
ap-6075	9	38	solvers	solver	NOUN
ap-6075	9	39	on	on	ADP
ap-6075	9	40	the	the	DET
ap-6075	9	41	other	other	ADJ
ap-6075	9	42	hand	hand	NOUN
ap-6075	9	43	.	.	PUNCT
ap-6075	10	1	if	if	SCONJ
ap-6075	10	2	high	high	ADJ
ap-6075	10	3	computational	computational	ADJ
ap-6075	10	4	efficiency	efficiency	NOUN
ap-6075	10	5	is	be	AUX
ap-6075	10	6	required	require	VERB
ap-6075	10	7	,	,	PUNCT
ap-6075	10	8	we	we	PRON
ap-6075	10	9	can	can	AUX
ap-6075	10	10	not	not	PART
ap-6075	10	11	follow	follow	VERB
ap-6075	10	12	the	the	DET
ap-6075	10	13	typical	typical	ADJ
ap-6075	10	14	rules	rule	NOUN
ap-6075	10	15	of	of	ADP
ap-6075	10	16	the	the	DET
ap-6075	10	17	object	object	NOUN
ap-6075	10	18	–	–	PUNCT
ap-6075	10	19	oriented	orient	VERB
ap-6075	10	20	programming	programming	NOUN
ap-6075	10	21	that	that	PRON
ap-6075	10	22	usually	usually	ADV
ap-6075	10	23	lead	lead	VERB
ap-6075	10	24	to	to	ADP
ap-6075	10	25	inefficient	inefficient	ADJ
ap-6075	10	26	organization	organization	NOUN
ap-6075	10	27	of	of	ADP
ap-6075	10	28	data	datum	NOUN
ap-6075	10	29	in	in	ADP
ap-6075	10	30	the	the	DET
ap-6075	10	31	computer	computer	NOUN
ap-6075	10	32	memory	memory	NOUN
ap-6075	10	33	and	and	CCONJ
ap-6075	10	34	,	,	PUNCT
ap-6075	10	35	for	for	ADP
ap-6075	10	36	example	example	NOUN
ap-6075	10	37	,	,	PUNCT
ap-6075	10	38	use	use	NOUN
ap-6075	10	39	of	of	ADP
ap-6075	10	40	virtual	virtual	ADJ
ap-6075	10	41	methods	method	NOUN
ap-6075	10	42	may	may	AUX
ap-6075	10	43	lower	lower	VERB
ap-6075	10	44	the	the	DET
ap-6075	10	45	performance	performance	NOUN
ap-6075	10	46	of	of	ADP
ap-6075	10	47	the	the	DET
ap-6075	10	48	final	final	ADJ
ap-6075	10	49	code	code	NOUN
ap-6075	10	50	.	.	PUNCT
ap-6075	11	1	the	the	DET
ap-6075	11	2	design	design	NOUN
ap-6075	11	3	of	of	ADP
ap-6075	11	4	tnl	tnl	PROPN
ap-6075	11	5	profits	profit	NOUN
ap-6075	11	6	from	from	ADP
ap-6075	11	7	advantages	advantage	NOUN
ap-6075	11	8	of	of	ADP
ap-6075	11	9	the	the	DET
ap-6075	11	10	c++	c++	NOUN
ap-6075	11	11	templates	template	NOUN
ap-6075	11	12	.	.	PUNCT
ap-6075	12	1	especially	especially	ADV
ap-6075	12	2	templates	template	NOUN
ap-6075	12	3	specializations	specialization	NOUN
ap-6075	12	4	is	be	AUX
ap-6075	12	5	a	a	DET
ap-6075	12	6	natural	natural	ADJ
ap-6075	12	7	tool	tool	NOUN
ap-6075	12	8	for	for	ADP
ap-6075	12	9	generating	generate	VERB
ap-6075	12	10	specialized	specialized	ADJ
ap-6075	12	11	architecture	architecture	NOUN
ap-6075	12	12	dependent	dependent	ADJ
ap-6075	12	13	code	code	NOUN
ap-6075	12	14	with	with	ADP
ap-6075	12	15	no	no	DET
ap-6075	12	16	run	run	NOUN
ap-6075	12	17	-	-	PUNCT
ap-6075	12	18	time	time	NOUN
ap-6075	12	19	overhead	overhead	ADV
ap-6075	12	20	.	.	PUNCT
ap-6075	13	1	there	there	PRON
ap-6075	13	2	is	be	VERB
ap-6075	13	3	no	no	DET
ap-6075	13	4	doubt	doubt	NOUN
ap-6075	13	5	that	that	SCONJ
ap-6075	13	6	modern	modern	ADJ
ap-6075	13	7	numerical	numerical	ADJ
ap-6075	13	8	libraries	library	NOUN
ap-6075	13	9	must	must	AUX
ap-6075	13	10	support	support	VERB
ap-6075	13	11	accelerators	accelerator	NOUN
ap-6075	13	12	like	like	ADP
ap-6075	13	13	gpus	gpu	NOUN
ap-6075	13	14	.	.	PUNCT
ap-6075	14	1	they	they	PRON
ap-6075	14	2	provide	provide	VERB
ap-6075	14	3	high	high	ADJ
ap-6075	14	4	memory	memory	NOUN
ap-6075	14	5	bandwidth	bandwidth	NOUN
ap-6075	14	6	as	as	ADV
ap-6075	14	7	well	well	ADV
ap-6075	14	8	as	as	ADP
ap-6075	14	9	great	great	ADJ
ap-6075	14	10	computational	computational	ADJ
ap-6075	14	11	power	power	NOUN
ap-6075	14	12	which	which	PRON
ap-6075	14	13	is	be	AUX
ap-6075	14	14	obtained	obtain	VERB
ap-6075	14	15	not	not	PART
ap-6075	14	16	by	by	ADP
ap-6075	14	17	high	high	ADJ
ap-6075	14	18	clock	clock	NOUN
ap-6075	14	19	frequencies	frequency	NOUN
ap-6075	14	20	but	but	CCONJ
ap-6075	14	21	by	by	ADP
ap-6075	14	22	massively	massively	ADV
ap-6075	14	23	parallel	parallel	ADJ
ap-6075	14	24	design	design	NOUN
ap-6075	14	25	,	,	PUNCT
ap-6075	14	26	which	which	PRON
ap-6075	14	27	is	be	AUX
ap-6075	14	28	more	more	ADJ
ap-6075	14	29	power	power	NOUN
ap-6075	14	30	efficient	efficient	ADJ
ap-6075	14	31	.	.	PUNCT
ap-6075	15	1	programming	programming	NOUN
ap-6075	15	2	of	of	ADP
ap-6075	15	3	gpus	gpus	PROPN
ap-6075	15	4	is	be	AUX
ap-6075	15	5	easier	easy	ADJ
ap-6075	15	6	with	with	ADP
ap-6075	15	7	the	the	DET
ap-6075	15	8	cuda	cuda	NOUN
ap-6075	15	9	framework	framework	NOUN
ap-6075	15	10	.	.	PUNCT
ap-6075	16	1	nevertheless	nevertheless	ADV
ap-6075	16	2	,	,	PUNCT
ap-6075	16	3	deep	deep	ADJ
ap-6075	16	4	knowledge	knowledge	NOUN
ap-6075	16	5	of	of	ADP
ap-6075	16	6	the	the	DET
ap-6075	16	7	gpu	gpu	NOUN
ap-6075	16	8	hardware	hardware	NOUN
ap-6075	16	9	is	be	AUX
ap-6075	16	10	still	still	ADV
ap-6075	16	11	necessary	necessary	ADJ
ap-6075	16	12	to	to	PART
ap-6075	16	13	produce	produce	VERB
ap-6075	16	14	efficient	efficient	ADJ
ap-6075	16	15	code	code	NOUN
ap-6075	16	16	which	which	PRON
ap-6075	16	17	makes	make	VERB
ap-6075	16	18	the	the	DET
ap-6075	16	19	gpus	gpu	NOUN
ap-6075	16	20	almost	almost	ADV
ap-6075	16	21	unavailable	unavailable	ADJ
ap-6075	16	22	for	for	ADP
ap-6075	16	23	many	many	ADJ
ap-6075	16	24	experts	expert	NOUN
ap-6075	16	25	in	in	ADP
ap-6075	16	26	numerical	numerical	ADJ
ap-6075	16	27	mathematics	mathematic	NOUN
ap-6075	16	28	.	.	PUNCT
ap-6075	17	1	adding	add	VERB
ap-6075	17	2	support	support	NOUN
ap-6075	17	3	for	for	ADP
ap-6075	17	4	gpus	gpu	NOUN
ap-6075	17	5	to	to	ADP
ap-6075	17	6	existing	exist	VERB
ap-6075	17	7	numerical	numerical	ADJ
ap-6075	17	8	libraries	library	NOUN
ap-6075	17	9	is	be	AUX
ap-6075	17	10	nearly	nearly	ADV
ap-6075	17	11	impossible	impossible	ADJ
ap-6075	17	12	.	.	PUNCT
ap-6075	18	1	the	the	DET
ap-6075	18	2	gpu	gpu	NOUN
ap-6075	18	3	architecture	architecture	NOUN
ap-6075	18	4	is	be	AUX
ap-6075	18	5	so	so	ADV
ap-6075	18	6	different	different	ADJ
ap-6075	18	7	from	from	ADP
ap-6075	18	8	the	the	DET
ap-6075	18	9	cpu	cpu	NOUN
ap-6075	18	10	that	that	PRON
ap-6075	18	11	most	most	ADJ
ap-6075	18	12	of	of	ADP
ap-6075	18	13	the	the	DET
ap-6075	18	14	numerical	numerical	ADJ
ap-6075	18	15	methods	method	NOUN
ap-6075	18	16	and	and	CCONJ
ap-6075	18	17	algorithms	algorithm	NOUN
ap-6075	18	18	must	must	AUX
ap-6075	18	19	be	be	AUX
ap-6075	18	20	completely	completely	ADV
ap-6075	18	21	rewritten	rewrite	VERB
ap-6075	18	22	.	.	PUNCT
ap-6075	19	1	in	in	ADP
ap-6075	19	2	cuda	cuda	NOUN
ap-6075	19	3	,	,	PUNCT
ap-6075	19	4	we	we	PRON
ap-6075	19	5	deal	deal	VERB
ap-6075	19	6	with	with	ADP
ap-6075	19	7	two	two	NUM
ap-6075	19	8	different	different	ADJ
ap-6075	19	9	address	address	NOUN
ap-6075	19	10	spaces	space	VERB
ap-6075	19	11	:	:	PUNCT
ap-6075	19	12	one	one	NUM
ap-6075	19	13	associated	associate	VERB
ap-6075	19	14	with	with	ADP
ap-6075	19	15	the	the	DET
ap-6075	19	16	cpu	cpu	NOUN
ap-6075	19	17	and	and	CCONJ
ap-6075	19	18	the	the	DET
ap-6075	19	19	other	other	ADJ
ap-6075	19	20	with	with	ADP
ap-6075	19	21	the	the	DET
ap-6075	19	22	gpu	gpu	PROPN
ap-6075	19	23	.	.	PUNCT
ap-6075	19	24	communication	communication	NOUN
ap-6075	19	25	between	between	ADP
ap-6075	19	26	them	they	PRON
ap-6075	19	27	is	be	AUX
ap-6075	19	28	remarkably	remarkably	ADV
ap-6075	19	29	slow	slow	ADJ
ap-6075	19	30	and	and	CCONJ
ap-6075	19	31	it	it	PRON
ap-6075	19	32	must	must	AUX
ap-6075	19	33	be	be	AUX
ap-6075	19	34	fully	fully	ADV
ap-6075	19	35	managed	manage	VERB
ap-6075	19	36	by	by	ADP
ap-6075	19	37	the	the	DET
ap-6075	19	38	programmer	programmer	NOUN
ap-6075	19	39	.	.	PUNCT
ap-6075	20	1	to	to	PART
ap-6075	20	2	get	get	VERB
ap-6075	20	3	the	the	DET
ap-6075	20	4	maximum	maximum	ADJ
ap-6075	20	5	performance	performance	NOUN
ap-6075	20	6	from	from	ADP
ap-6075	20	7	the	the	DET
ap-6075	20	8	gpu	gpu	PROPN
ap-6075	20	9	,	,	PUNCT
ap-6075	20	10	the	the	DET
ap-6075	20	11	programmer	programmer	NOUN
ap-6075	20	12	must	must	AUX
ap-6075	20	13	take	take	VERB
ap-6075	20	14	care	care	NOUN
ap-6075	20	15	of	of	ADP
ap-6075	20	16	the	the	DET
ap-6075	20	17	organization	organization	NOUN
ap-6075	20	18	of	of	ADP
ap-6075	20	19	data	datum	NOUN
ap-6075	20	20	in	in	ADP
ap-6075	20	21	the	the	DET
ap-6075	20	22	memory	memory	NOUN
ap-6075	20	23	,	,	PUNCT
ap-6075	20	24	minimize	minimize	VERB
ap-6075	20	25	the	the	DET
ap-6075	20	26	divergence	divergence	NOUN
ap-6075	20	27	of	of	ADP
ap-6075	20	28	cuda	cuda	NOUN
ap-6075	20	29	threads	thread	NOUN
ap-6075	20	30	,	,	PUNCT
ap-6075	20	31	deal	deal	VERB
ap-6075	20	32	with	with	ADP
ap-6075	20	33	limited	limited	ADJ
ap-6075	20	34	shared	share	VERB
ap-6075	20	35	memory	memory	NOUN
ap-6075	20	36	,	,	PUNCT
ap-6075	20	37	and	and	CCONJ
ap-6075	20	38	many	many	ADJ
ap-6075	20	39	other	other	ADJ
ap-6075	20	40	details	detail	NOUN
ap-6075	20	41	of	of	ADP
ap-6075	20	42	the	the	DET
ap-6075	20	43	gpu	gpu	NOUN
ap-6075	20	44	design	design	NOUN
ap-6075	20	45	[	[	X
ap-6075	20	46	1	1	NUM
ap-6075	20	47	]	]	PUNCT
ap-6075	20	48	.	.	PUNCT
ap-6075	21	1	in	in	ADP
ap-6075	21	2	some	some	DET
ap-6075	21	3	cases	case	NOUN
ap-6075	21	4	,	,	PUNCT
ap-6075	21	5	one	one	PRON
ap-6075	21	6	may	may	AUX
ap-6075	21	7	use	use	VERB
ap-6075	21	8	the	the	DET
ap-6075	21	9	gpu	gpu	NOUN
ap-6075	21	10	for	for	ADP
ap-6075	21	11	numerical	numerical	ADJ
ap-6075	21	12	computing	computing	NOUN
ap-6075	21	13	relatively	relatively	ADV
ap-6075	21	14	easily	easily	ADV
ap-6075	21	15	.	.	PUNCT
ap-6075	22	1	an	an	DET
ap-6075	22	2	implicit	implicit	ADJ
ap-6075	22	3	time	time	NOUN
ap-6075	22	4	discretization	discretization	NOUN
ap-6075	22	5	of	of	ADP
ap-6075	22	6	linear	linear	PROPN
ap-6075	22	7	problems	problem	NOUN
ap-6075	22	8	allows	allow	VERB
ap-6075	22	9	to	to	PART
ap-6075	22	10	construct	construct	VERB
ap-6075	22	11	the	the	DET
ap-6075	22	12	linear	linear	ADJ
ap-6075	22	13	system	system	NOUN
ap-6075	22	14	once	once	ADV
ap-6075	22	15	on	on	ADP
ap-6075	22	16	the	the	DET
ap-6075	22	17	cpu	cpu	NOUN
ap-6075	22	18	,	,	PUNCT
ap-6075	22	19	transfer	transfer	VERB
ap-6075	22	20	it	it	PRON
ap-6075	22	21	to	to	ADP
ap-6075	22	22	the	the	DET
ap-6075	22	23	gpu	gpu	NOUN
ap-6075	22	24	and	and	CCONJ
ap-6075	22	25	solve	solve	VERB
ap-6075	22	26	it	it	PRON
ap-6075	22	27	repeatedly	repeatedly	ADV
ap-6075	22	28	there	there	ADV
ap-6075	22	29	by	by	ADP
ap-6075	22	30	some	some	DET
ap-6075	22	31	iterative	iterative	NOUN
ap-6075	22	32	solver	solver	VERB
ap-6075	22	33	like	like	ADP
ap-6075	22	34	cg	cg	NOUN
ap-6075	22	35	(	(	PUNCT
ap-6075	22	36	conjugate	conjugate	ADJ
ap-6075	22	37	gradients	gradient	NOUN
ap-6075	22	38	)	)	PUNCT
ap-6075	22	39	.	.	PUNCT
ap-6075	23	1	such	such	ADJ
ap-6075	23	2	solvers	solver	NOUN
ap-6075	23	3	require	require	VERB
ap-6075	23	4	only	only	ADV
ap-6075	23	5	common	common	ADJ
ap-6075	23	6	linear	linear	ADJ
ap-6075	23	7	algebraic	algebraic	ADJ
ap-6075	23	8	operations	operation	NOUN
ap-6075	23	9	implemented	implement	VERB
ap-6075	23	10	in	in	ADP
ap-6075	23	11	libraries	library	NOUN
ap-6075	23	12	like	like	ADP
ap-6075	23	13	cublas	cubla	NOUN
ap-6075	23	14	or	or	CCONJ
ap-6075	23	15	cusparse	cusparse	ADJ
ap-6075	23	16	which	which	PRON
ap-6075	23	17	are	be	AUX
ap-6075	23	18	part	part	NOUN
ap-6075	23	19	of	of	ADP
ap-6075	23	20	the	the	DET
ap-6075	23	21	cuda	cuda	NOUN
ap-6075	23	22	toolkit	toolkit	NOUN
ap-6075	23	23	.	.	PUNCT
ap-6075	24	1	difficulties	difficulty	NOUN
ap-6075	24	2	arise	arise	VERB
ap-6075	24	3	with	with	ADP
ap-6075	24	4	non	non	ADJ
ap-6075	24	5	-	-	ADJ
ap-6075	24	6	linear	linear	ADJ
ap-6075	24	7	problems	problem	NOUN
ap-6075	24	8	,	,	PUNCT
ap-6075	24	9	where	where	SCONJ
ap-6075	24	10	the	the	DET
ap-6075	24	11	linear	linear	ADJ
ap-6075	24	12	system	system	NOUN
ap-6075	24	13	matrix	matrix	NOUN
ap-6075	24	14	must	must	AUX
ap-6075	24	15	be	be	AUX
ap-6075	24	16	updated	update	VERB
ap-6075	24	17	in	in	ADP
ap-6075	24	18	each	each	DET
ap-6075	24	19	time	time	NOUN
ap-6075	24	20	step	step	NOUN
ap-6075	24	21	.	.	PUNCT
ap-6075	25	1	transfer	transfer	NOUN
ap-6075	25	2	of	of	ADP
ap-6075	25	3	the	the	DET
ap-6075	25	4	matrix	matrix	NOUN
ap-6075	25	5	from	from	ADP
ap-6075	25	6	the	the	DET
ap-6075	25	7	cpu	cpu	NOUN
ap-6075	25	8	to	to	ADP
ap-6075	25	9	the	the	DET
ap-6075	25	10	gpu	gpu	NOUN
ap-6075	25	11	makes	make	VERB
ap-6075	25	12	any	any	DET
ap-6075	25	13	speed	speed	NOUN
ap-6075	25	14	-	-	PUNCT
ap-6075	25	15	up	up	ADP
ap-6075	25	16	impossible	impossible	ADJ
ap-6075	25	17	.	.	PUNCT
ap-6075	26	1	therefore	therefore	ADV
ap-6075	26	2	the	the	DET
ap-6075	26	3	matrix	matrix	NOUN
ap-6075	26	4	must	must	AUX
ap-6075	26	5	be	be	AUX
ap-6075	26	6	assembled	assemble	VERB
ap-6075	26	7	on	on	ADP
ap-6075	26	8	the	the	DET
ap-6075	26	9	gpu	gpu	PROPN
ap-6075	26	10	.	.	PUNCT
ap-6075	27	1	this	this	DET
ap-6075	27	2	process	process	NOUN
ap-6075	27	3	requires	require	VERB
ap-6075	27	4	a	a	DET
ap-6075	27	5	manipulation	manipulation	NOUN
ap-6075	27	6	with	with	ADP
ap-6075	27	7	an	an	DET
ap-6075	27	8	underlying	underlie	VERB
ap-6075	27	9	format	format	NOUN
ap-6075	27	10	for	for	ADP
ap-6075	27	11	sparse	sparse	ADJ
ap-6075	27	12	matrices	matrix	NOUN
ap-6075	27	13	and	and	CCONJ
ap-6075	27	14	also	also	ADV
ap-6075	27	15	efficient	efficient	ADJ
ap-6075	27	16	access	access	NOUN
ap-6075	27	17	to	to	ADP
ap-6075	27	18	numerical	numerical	ADJ
ap-6075	27	19	mesh	mesh	NOUN
ap-6075	27	20	.	.	PUNCT
ap-6075	28	1	neither	neither	PRON
ap-6075	28	2	is	be	AUX
ap-6075	28	3	trivial	trivial	ADJ
ap-6075	28	4	on	on	ADP
ap-6075	28	5	the	the	DET
ap-6075	28	6	gpu	gpu	PROPN
ap-6075	28	7	.	.	PROPN
ap-6075	28	8	table	table	NOUN
ap-6075	28	9	1	1	NUM
ap-6075	28	10	presents	present	VERB
ap-6075	28	11	a	a	DET
ap-6075	28	12	comparison	comparison	NOUN
ap-6075	28	13	of	of	ADP
ap-6075	28	14	tnl	tnl	PROPN
ap-6075	28	15	with	with	ADP
ap-6075	28	16	several	several	ADJ
ap-6075	28	17	other	other	ADJ
ap-6075	28	18	hpc	hpc	PROPN
ap-6075	28	19	libraries	library	NOUN
ap-6075	28	20	like	like	ADP
ap-6075	28	21	cublas	cubla	NOUN
ap-6075	28	22	[	[	X
ap-6075	28	23	2	2	NUM
ap-6075	28	24	]	]	PUNCT
ap-6075	28	25	,	,	PUNCT
ap-6075	28	26	cusparse	cusparse	VERB
ap-6075	29	1	[	[	X
ap-6075	29	2	3	3	NUM
ap-6075	29	3	]	]	PUNCT
ap-6075	29	4	,	,	PUNCT
ap-6075	29	5	thrust	thrust	VERB
ap-6075	29	6	[	[	X
ap-6075	29	7	4	4	NUM
ap-6075	29	8	]	]	PUNCT
ap-6075	29	9	,	,	PUNCT
ap-6075	29	10	kokkos	kokkos	PROPN
ap-6075	30	1	[	[	X
ap-6075	30	2	5	5	NUM
ap-6075	30	3	]	]	PUNCT
ap-6075	30	4	,	,	PUNCT
ap-6075	30	5	viennacl	viennacl	X
ap-6075	30	6	[	[	X
ap-6075	30	7	6	6	NUM
ap-6075	30	8	]	]	PUNCT
ap-6075	30	9	,	,	PUNCT
ap-6075	30	10	petsc	petsc	NOUN
ap-6075	31	1	[	[	X
ap-6075	31	2	7	7	NUM
ap-6075	31	3	]	]	PUNCT
ap-6075	31	4	and	and	CCONJ
ap-6075	31	5	eigen	eigen	X
ap-6075	31	6	[	[	X
ap-6075	31	7	8	8	NUM
ap-6075	31	8	]	]	PUNCT
ap-6075	31	9	.	.	PUNCT
ap-6075	32	1	we	we	PRON
ap-6075	32	2	chose	choose	VERB
ap-6075	32	3	primarily	primarily	ADV
ap-6075	32	4	libraries	library	NOUN
ap-6075	32	5	with	with	ADP
ap-6075	32	6	support	support	NOUN
ap-6075	32	7	of	of	ADP
ap-6075	32	8	gpu	gpu	PROPN
ap-6075	32	9	.	.	PUNCT
ap-6075	33	1	the	the	DET
ap-6075	33	2	table	table	NOUN
ap-6075	33	3	shows	show	VERB
ap-6075	33	4	which	which	PRON
ap-6075	33	5	of	of	ADP
ap-6075	33	6	them	they	PRON
ap-6075	33	7	have	have	VERB
ap-6075	33	8	modern	modern	ADJ
ap-6075	33	9	interface	interface	NOUN
ap-6075	33	10	in	in	ADP
ap-6075	33	11	c++	c++	NOUN
ap-6075	33	12	and	and	CCONJ
ap-6075	33	13	which	which	PRON
ap-6075	33	14	of	of	ADP
ap-6075	33	15	them	they	PRON
ap-6075	33	16	support	support	VERB
ap-6075	33	17	distributed	distribute	VERB
ap-6075	33	18	computation	computation	NOUN
ap-6075	33	19	using	use	VERB
ap-6075	33	20	mpi	mpi	NOUN
ap-6075	33	21	.	.	PUNCT
ap-6075	34	1	parallel	parallel	ADJ
ap-6075	34	2	for	for	ADP
ap-6075	34	3	,	,	PUNCT
ap-6075	34	4	parallel	parallel	ADJ
ap-6075	34	5	reduction	reduction	NOUN
ap-6075	34	6	and	and	CCONJ
ap-6075	34	7	scan	scan	NOUN
ap-6075	34	8	are	be	AUX
ap-6075	34	9	emerging	emerge	VERB
ap-6075	34	10	programming	programming	NOUN
ap-6075	34	11	patterns	pattern	NOUN
ap-6075	34	12	in	in	ADP
ap-6075	34	13	hpc	hpc	PROPN
ap-6075	34	14	which	which	PRON
ap-6075	34	15	allow	allow	VERB
ap-6075	34	16	to	to	PART
ap-6075	34	17	write	write	VERB
ap-6075	34	18	one	one	NUM
ap-6075	34	19	code	code	NOUN
ap-6075	34	20	for	for	ADP
ap-6075	34	21	different	different	ADJ
ap-6075	34	22	parallel	parallel	ADJ
ap-6075	34	23	architectures	architecture	NOUN
ap-6075	34	24	.	.	PUNCT
ap-6075	35	1	sorting	sort	VERB
ap-6075	35	2	is	be	AUX
ap-6075	35	3	another	another	DET
ap-6075	35	4	common	common	ADJ
ap-6075	35	5	operation	operation	NOUN
ap-6075	35	6	defined	define	VERB
ap-6075	35	7	on	on	ADP
ap-6075	35	8	arrays	array	NOUN
ap-6075	35	9	or	or	CCONJ
ap-6075	35	10	vectors	vector	NOUN
ap-6075	35	11	.	.	PUNCT
ap-6075	36	1	blas	blas	PROPN
ap-6075	36	2	operations	operation	NOUN
ap-6075	36	3	are	be	AUX
ap-6075	36	4	well	well	ADV
ap-6075	36	5	known	know	VERB
ap-6075	36	6	in	in	ADP
ap-6075	36	7	the	the	DET
ap-6075	36	8	hpc	hpc	PROPN
ap-6075	36	9	community	community	NOUN
ap-6075	36	10	.	.	PUNCT
ap-6075	37	1	blas	blas	PROPN
ap-6075	37	2	is	be	AUX
ap-6075	37	3	a	a	DET
ap-6075	37	4	standard	standard	ADJ
ap-6075	37	5	library	library	NOUN
ap-6075	37	6	which	which	PRON
ap-6075	37	7	,	,	PUNCT
ap-6075	37	8	however	however	ADV
ap-6075	37	9	,	,	PUNCT
ap-6075	37	10	does	do	AUX
ap-6075	37	11	not	not	PART
ap-6075	37	12	profit	profit	VERB
ap-6075	37	13	from	from	ADP
ap-6075	37	14	the	the	DET
ap-6075	37	15	modern	modern	ADJ
ap-6075	37	16	features	feature	NOUN
ap-6075	37	17	of	of	ADP
ap-6075	37	18	c++	c++	NOUN
ap-6075	37	19	.	.	PUNCT
ap-6075	38	1	especially	especially	ADV
ap-6075	38	2	blas	blas	PROPN
ap-6075	38	3	level	level	NOUN
ap-6075	38	4	1	1	NUM
ap-6075	38	5	operations	operation	NOUN
ap-6075	38	6	can	can	AUX
ap-6075	38	7	be	be	AUX
ap-6075	38	8	better	well	ADV
ap-6075	38	9	expressed	express	VERB
ap-6075	38	10	with	with	ADP
ap-6075	38	11	expression	expression	NOUN
ap-6075	38	12	templates	template	NOUN
ap-6075	38	13	.	.	PUNCT
ap-6075	39	1	sparse	sparse	ADJ
ap-6075	39	2	matrices	matrix	NOUN
ap-6075	39	3	belong	belong	VERB
ap-6075	39	4	with	with	ADP
ap-6075	39	5	no	no	DET
ap-6075	39	6	doubt	doubt	NOUN
ap-6075	39	7	to	to	ADP
ap-6075	39	8	one	one	NUM
ap-6075	39	9	of	of	ADP
ap-6075	39	10	the	the	DET
ap-6075	39	11	most	most	ADV
ap-6075	39	12	important	important	ADJ
ap-6075	39	13	data	datum	NOUN
ap-6075	39	14	structures	structure	NOUN
ap-6075	39	15	in	in	ADP
ap-6075	39	16	hpc	hpc	PROPN
ap-6075	39	17	.	.	PUNCT
ap-6075	39	18	gpus	gpus	PROPN
ap-6075	39	19	are	be	AUX
ap-6075	39	20	very	very	ADV
ap-6075	39	21	sensitive	sensitive	ADJ
ap-6075	39	22	to	to	PART
ap-6075	39	23	sparse	sparse	VERB
ap-6075	39	24	matrix	matrix	NOUN
ap-6075	39	25	pattern	pattern	NOUN
ap-6075	39	26	.	.	PUNCT
ap-6075	40	1	re122	re122	PROPN
ap-6075	40	2	https://doi.org/10.14311/ap.2021.61.0122	https://doi.org/10.14311/ap.2021.61.0122	PROPN
ap-6075	40	3	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
ap-6075	40	4	https://www.cvut.cz/en	https://www.cvut.cz/en	PROPN
ap-6075	40	5	vol	vol	NOUN
ap-6075	40	6	.	.	PUNCT
ap-6075	41	1	61	61	NUM
ap-6075	41	2	special	special	ADJ
ap-6075	41	3	issue/2021	issue/2021	NOUN
ap-6075	41	4	tnl	tnl	PROPN
ap-6075	41	5	:	:	PUNCT
ap-6075	41	6	numerical	numerical	PROPN
ap-6075	41	7	library	library	NOUN
ap-6075	41	8	for	for	ADP
ap-6075	41	9	modern	modern	ADJ
ap-6075	41	10	parallel	parallel	ADJ
ap-6075	41	11	architectures	architecture	NOUN
ap-6075	41	12	tnl	tnl	NOUN
ap-6075	41	13	cublas	cubla	NOUN
ap-6075	41	14	cusparse	cusparse	ADV
ap-6075	41	15	thrust	thrust	VERB
ap-6075	41	16	kokkos	kokkos	PROPN
ap-6075	41	17	viennacl	viennacl	PROPN
ap-6075	41	18	petsc	petsc	PROPN
ap-6075	41	19	eigen	eigen	PROPN
ap-6075	41	20	gpu	gpu	PROPN
ap-6075	42	1	yes	yes	INTJ
ap-6075	43	1	yes	yes	INTJ
ap-6075	44	1	yes	yes	INTJ
ap-6075	45	1	yes	yes	INTJ
ap-6075	46	1	yes	yes	INTJ
ap-6075	47	1	yes	yes	INTJ
ap-6075	47	2	weak	weak	ADJ
ap-6075	47	3	no	no	DET
ap-6075	47	4	mpi	mpi	ADJ
ap-6075	47	5	weak	weak	ADJ
ap-6075	48	1	no	no	INTJ
ap-6075	48	2	no	no	INTJ
ap-6075	48	3	no	no	INTJ
ap-6075	48	4	no	no	INTJ
ap-6075	49	1	no	no	INTJ
ap-6075	49	2	yes	yes	INTJ
ap-6075	50	1	no	no	DET
ap-6075	50	2	c++	c++	NOUN
ap-6075	51	1	yes	yes	INTJ
ap-6075	51	2	no	no	INTJ
ap-6075	52	1	no	no	INTJ
ap-6075	53	1	yes	yes	INTJ
ap-6075	54	1	yes	yes	INTJ
ap-6075	55	1	yes	yes	INTJ
ap-6075	56	1	no	no	INTJ
ap-6075	57	1	yes	yes	INTJ
ap-6075	57	2	parallel	parallel	ADJ
ap-6075	57	3	for	for	ADP
ap-6075	57	4	yes	yes	INTJ
ap-6075	58	1	no	no	INTJ
ap-6075	59	1	no	no	INTJ
ap-6075	60	1	yes	yes	INTJ
ap-6075	61	1	yes	yes	INTJ
ap-6075	62	1	no	no	INTJ
ap-6075	62	2	no	no	INTJ
ap-6075	63	1	no	no	DET
ap-6075	63	2	parallel	parallel	ADJ
ap-6075	63	3	reduction	reduction	NOUN
ap-6075	63	4	,	,	PUNCT
ap-6075	63	5	scan	scan	VERB
ap-6075	63	6	yes	yes	INTJ
ap-6075	64	1	no	no	INTJ
ap-6075	65	1	no	no	INTJ
ap-6075	66	1	yes	yes	INTJ
ap-6075	67	1	yes	yes	INTJ
ap-6075	68	1	no	no	INTJ
ap-6075	68	2	no	no	INTJ
ap-6075	68	3	no	no	DET
ap-6075	68	4	sorting	sorting	NOUN
ap-6075	69	1	no	no	INTJ
ap-6075	70	1	yes	yes	INTJ
ap-6075	71	1	no	no	INTJ
ap-6075	72	1	yes	yes	INTJ
ap-6075	73	1	yes	yes	INTJ
ap-6075	74	1	no	no	INTJ
ap-6075	75	1	yes	yes	INTJ
ap-6075	75	2	no	no	DET
ap-6075	75	3	blas	blas	PROPN
ap-6075	75	4	1	1	NUM
ap-6075	76	1	yes	yes	INTJ
ap-6075	77	1	yes	yes	INTJ
ap-6075	78	1	yes	yes	INTJ
ap-6075	79	1	no	no	INTJ
ap-6075	80	1	yes	yes	INTJ
ap-6075	81	1	yes	yes	INTJ
ap-6075	82	1	yes	yes	INTJ
ap-6075	82	2	yes	yes	INTJ
ap-6075	82	3	blas	blas	PROPN
ap-6075	82	4	2	2	NUM
ap-6075	82	5	weak	weak	ADJ
ap-6075	83	1	yes	yes	INTJ
ap-6075	83	2	yes	yes	INTJ
ap-6075	84	1	no	no	INTJ
ap-6075	85	1	yes	yes	INTJ
ap-6075	86	1	yes	yes	INTJ
ap-6075	87	1	yes	yes	INTJ
ap-6075	88	1	yes	yes	INTJ
ap-6075	88	2	blas	blas	PROPN
ap-6075	88	3	3	3	NUM
ap-6075	89	1	no	no	INTJ
ap-6075	90	1	yes	yes	INTJ
ap-6075	90	2	yes	yes	INTJ
ap-6075	91	1	no	no	INTJ
ap-6075	92	1	no	no	INTJ
ap-6075	93	1	yes	yes	INTJ
ap-6075	94	1	yes	yes	INTJ
ap-6075	94	2	yes	yes	INTJ
ap-6075	94	3	expression	expression	NOUN
ap-6075	94	4	templates	template	NOUN
ap-6075	95	1	yes	yes	INTJ
ap-6075	96	1	no	no	INTJ
ap-6075	96	2	no	no	INTJ
ap-6075	97	1	no	no	INTJ
ap-6075	98	1	no	no	INTJ
ap-6075	99	1	yes	yes	INTJ
ap-6075	100	1	no	no	INTJ
ap-6075	101	1	yes	yes	INTJ
ap-6075	101	2	sparse	sparse	ADJ
ap-6075	101	3	matrices	matrix	NOUN
ap-6075	101	4	yes	yes	INTJ
ap-6075	102	1	no	no	INTJ
ap-6075	103	1	yes	yes	INTJ
ap-6075	104	1	no	no	INTJ
ap-6075	105	1	yes	yes	INTJ
ap-6075	106	1	yes	yes	INTJ
ap-6075	107	1	yes	yes	INTJ
ap-6075	108	1	yes	yes	INTJ
ap-6075	109	1	linear	linear	NOUN
ap-6075	109	2	systems	system	NOUN
ap-6075	109	3	solvers	solver	NOUN
ap-6075	109	4	yes	yes	INTJ
ap-6075	109	5	no	no	DET
ap-6075	109	6	weak	weak	ADJ
ap-6075	110	1	no	no	INTJ
ap-6075	110	2	no	no	INTJ
ap-6075	111	1	yes	yes	INTJ
ap-6075	112	1	yes	yes	INTJ
ap-6075	112	2	yes	yes	INTJ
ap-6075	112	3	preconditioners	preconditioner	VERB
ap-6075	112	4	weak	weak	ADJ
ap-6075	113	1	no	no	INTJ
ap-6075	113	2	no	no	INTJ
ap-6075	113	3	no	no	INTJ
ap-6075	114	1	no	no	INTJ
ap-6075	115	1	yes	yes	INTJ
ap-6075	116	1	yes	yes	INTJ
ap-6075	116	2	weak	weak	ADJ
ap-6075	116	3	nonlinear	nonlinear	ADJ
ap-6075	116	4	sys.solvers	sys.solver	NOUN
ap-6075	117	1	no	no	INTJ
ap-6075	117	2	no	no	INTJ
ap-6075	117	3	no	no	INTJ
ap-6075	117	4	no	no	INTJ
ap-6075	118	1	no	no	INTJ
ap-6075	119	1	yes	yes	INTJ
ap-6075	119	2	yes	yes	INTJ
ap-6075	120	1	no	no	PRON
ap-6075	120	2	eigenvalues	eigenvalue	VERB
ap-6075	120	3	comp	comp	NOUN
ap-6075	120	4	.	.	PUNCT
ap-6075	121	1	no	no	INTJ
ap-6075	121	2	no	no	INTJ
ap-6075	121	3	no	no	INTJ
ap-6075	121	4	no	no	INTJ
ap-6075	122	1	no	no	INTJ
ap-6075	123	1	yes	yes	INTJ
ap-6075	124	1	no	no	INTJ
ap-6075	124	2	no	no	DET
ap-6075	124	3	ode	ode	ADJ
ap-6075	124	4	systems	system	NOUN
ap-6075	124	5	solvers	solver	NOUN
ap-6075	125	1	yes	yes	INTJ
ap-6075	125	2	no	no	INTJ
ap-6075	126	1	no	no	INTJ
ap-6075	126	2	no	no	INTJ
ap-6075	127	1	no	no	INTJ
ap-6075	127	2	no	no	INTJ
ap-6075	128	1	yes	yes	INTJ
ap-6075	128	2	no	no	DET
ap-6075	128	3	stencil	stencil	PROPN
ap-6075	128	4	computations	computation	NOUN
ap-6075	129	1	yes	yes	INTJ
ap-6075	129	2	no	no	INTJ
ap-6075	130	1	no	no	INTJ
ap-6075	130	2	no	no	INTJ
ap-6075	131	1	no	no	INTJ
ap-6075	132	1	no	no	INTJ
ap-6075	132	2	yes	yes	INTJ
ap-6075	133	1	no	no	PRON
ap-6075	133	2	unstructurted	unstructurted	ADJ
ap-6075	133	3	meshes	mesh	NOUN
ap-6075	133	4	yes	yes	INTJ
ap-6075	134	1	no	no	INTJ
ap-6075	134	2	no	no	INTJ
ap-6075	135	1	no	no	INTJ
ap-6075	135	2	no	no	INTJ
ap-6075	136	1	no	no	INTJ
ap-6075	137	1	yes	yes	INTJ
ap-6075	137	2	no	no	DET
ap-6075	137	3	python	python	NOUN
ap-6075	137	4	interface	interface	NOUN
ap-6075	137	5	weak	weak	ADJ
ap-6075	138	1	no	no	INTJ
ap-6075	138	2	no	no	INTJ
ap-6075	138	3	no	no	INTJ
ap-6075	139	1	no	no	INTJ
ap-6075	140	1	yes	yes	INTJ
ap-6075	141	1	yes	yes	INTJ
ap-6075	141	2	yes	yes	INTJ
ap-6075	141	3	table	table	NOUN
ap-6075	141	4	1	1	NUM
ap-6075	141	5	.	.	PUNCT
ap-6075	142	1	comparison	comparison	NOUN
ap-6075	142	2	of	of	ADP
ap-6075	142	3	tnl	tnl	PROPN
ap-6075	142	4	with	with	ADP
ap-6075	142	5	other	other	ADJ
ap-6075	142	6	numerical	numerical	ADJ
ap-6075	142	7	libraries	library	NOUN
ap-6075	142	8	.	.	PUNCT
ap-6075	143	1	gardless	gardless	NOUN
ap-6075	143	2	of	of	ADP
ap-6075	143	3	the	the	DET
ap-6075	143	4	great	great	ADJ
ap-6075	143	5	advance	advance	NOUN
ap-6075	143	6	in	in	ADP
ap-6075	143	7	the	the	DET
ap-6075	143	8	design	design	NOUN
ap-6075	143	9	of	of	ADP
ap-6075	143	10	sparse	sparse	ADJ
ap-6075	143	11	matrix	matrix	NOUN
ap-6075	143	12	formats	format	NOUN
ap-6075	143	13	for	for	ADP
ap-6075	143	14	gpus	gpu	NOUN
ap-6075	143	15	,	,	PUNCT
ap-6075	143	16	it	it	PRON
ap-6075	143	17	seems	seem	VERB
ap-6075	143	18	that	that	SCONJ
ap-6075	143	19	there	there	PRON
ap-6075	143	20	is	be	VERB
ap-6075	143	21	no	no	DET
ap-6075	143	22	such	such	ADJ
ap-6075	143	23	format	format	NOUN
ap-6075	143	24	which	which	PRON
ap-6075	143	25	would	would	AUX
ap-6075	143	26	dominate	dominate	VERB
ap-6075	143	27	the	the	DET
ap-6075	143	28	others	other	NOUN
ap-6075	143	29	in	in	ADP
ap-6075	143	30	a	a	DET
ap-6075	143	31	large	large	ADJ
ap-6075	143	32	class	class	NOUN
ap-6075	143	33	of	of	ADP
ap-6075	143	34	sparse	sparse	ADJ
ap-6075	143	35	matrices	matrix	NOUN
ap-6075	143	36	.	.	PUNCT
ap-6075	144	1	it	it	PRON
ap-6075	144	2	is	be	AUX
ap-6075	144	3	profitable	profitable	ADJ
ap-6075	144	4	for	for	SCONJ
ap-6075	144	5	a	a	DET
ap-6075	144	6	numerical	numerical	ADJ
ap-6075	144	7	library	library	NOUN
ap-6075	144	8	to	to	PART
ap-6075	144	9	offer	offer	VERB
ap-6075	144	10	several	several	ADJ
ap-6075	144	11	different	different	ADJ
ap-6075	144	12	sparse	sparse	ADJ
ap-6075	144	13	matrix	matrix	NOUN
ap-6075	144	14	formats	format	NOUN
ap-6075	144	15	.	.	PUNCT
ap-6075	145	1	having	having	AUX
ap-6075	145	2	implemented	implement	VERB
ap-6075	145	3	sparse	sparse	ADJ
ap-6075	145	4	-	-	PUNCT
ap-6075	145	5	matrix	matrix	NOUN
ap-6075	145	6	-	-	PUNCT
ap-6075	145	7	vector	vector	NOUN
ap-6075	145	8	multiplication	multiplication	NOUN
ap-6075	145	9	,	,	PUNCT
ap-6075	145	10	it	it	PRON
ap-6075	145	11	is	be	AUX
ap-6075	145	12	relatively	relatively	ADV
ap-6075	145	13	simple	simple	ADJ
ap-6075	145	14	to	to	PART
ap-6075	145	15	incorporate	incorporate	VERB
ap-6075	145	16	the	the	DET
ap-6075	145	17	sparse	sparse	ADJ
ap-6075	145	18	matrices	matrix	NOUN
ap-6075	145	19	into	into	ADP
ap-6075	145	20	iterative	iterative	ADJ
ap-6075	145	21	linear	linear	PROPN
ap-6075	145	22	systems	system	NOUN
ap-6075	145	23	solvers	solver	NOUN
ap-6075	145	24	.	.	PUNCT
ap-6075	146	1	efficient	efficient	ADJ
ap-6075	146	2	preconditioning	precondition	VERB
ap-6075	146	3	for	for	ADP
ap-6075	146	4	gpus	gpu	NOUN
ap-6075	146	5	is	be	AUX
ap-6075	146	6	still	still	ADV
ap-6075	146	7	quite	quite	ADV
ap-6075	146	8	rare	rare	ADJ
ap-6075	146	9	though	though	SCONJ
ap-6075	146	10	very	very	ADV
ap-6075	146	11	important	important	ADJ
ap-6075	146	12	.	.	PUNCT
ap-6075	147	1	good	good	ADJ
ap-6075	147	2	preconditioning	precondition	VERB
ap-6075	147	3	on	on	ADP
ap-6075	147	4	the	the	DET
ap-6075	147	5	cpu	cpu	NOUN
ap-6075	147	6	can	can	AUX
ap-6075	147	7	easily	easily	ADV
ap-6075	147	8	outperform	outperform	VERB
ap-6075	147	9	high	high	ADJ
ap-6075	147	10	memory	memory	NOUN
ap-6075	147	11	bandwidth	bandwidth	NOUN
ap-6075	147	12	and	and	CCONJ
ap-6075	147	13	computational	computational	ADJ
ap-6075	147	14	performance	performance	NOUN
ap-6075	147	15	of	of	ADP
ap-6075	147	16	gpus	gpus	PROPN
ap-6075	147	17	.	.	PUNCT
ap-6075	148	1	nonlinear	nonlinear	ADJ
ap-6075	148	2	system	system	NOUN
ap-6075	148	3	solvers	solver	NOUN
ap-6075	148	4	,	,	PUNCT
ap-6075	148	5	eigenvalues	eigenvalue	VERB
ap-6075	148	6	computations	computation	NOUN
ap-6075	148	7	or	or	CCONJ
ap-6075	148	8	ode	ode	ADJ
ap-6075	148	9	system	system	NOUN
ap-6075	148	10	solvers	solver	NOUN
ap-6075	148	11	are	be	AUX
ap-6075	148	12	slightly	slightly	ADV
ap-6075	148	13	less	less	ADV
ap-6075	148	14	common	common	ADJ
ap-6075	148	15	compared	compare	VERB
ap-6075	148	16	to	to	ADP
ap-6075	148	17	linear	linear	ADJ
ap-6075	148	18	systems	system	NOUN
ap-6075	148	19	solvers	solver	NOUN
ap-6075	148	20	,	,	PUNCT
ap-6075	148	21	nevertheless	nevertheless	ADV
ap-6075	148	22	these	these	DET
ap-6075	148	23	algorithms	algorithm	NOUN
ap-6075	148	24	belong	belong	VERB
ap-6075	148	25	to	to	ADP
ap-6075	148	26	the	the	DET
ap-6075	148	27	core	core	NOUN
ap-6075	148	28	of	of	ADP
ap-6075	148	29	hpc	hpc	PROPN
ap-6075	148	30	as	as	ADV
ap-6075	148	31	well	well	ADV
ap-6075	148	32	.	.	PUNCT
ap-6075	149	1	stencil	stencil	PROPN
ap-6075	149	2	computations	computations	PROPN
ap-6075	149	3	cover	cover	VERB
ap-6075	149	4	a	a	DET
ap-6075	149	5	large	large	ADJ
ap-6075	149	6	class	class	NOUN
ap-6075	149	7	of	of	ADP
ap-6075	149	8	numerical	numerical	ADJ
ap-6075	149	9	algorithms	algorithm	NOUN
ap-6075	149	10	performed	perform	VERB
ap-6075	149	11	on	on	ADP
ap-6075	149	12	structured	structured	ADJ
ap-6075	149	13	rectangular	rectangular	ADJ
ap-6075	149	14	grids	grid	NOUN
ap-6075	149	15	.	.	PUNCT
ap-6075	150	1	unstructured	unstructured	ADJ
ap-6075	150	2	meshes	mesh	NOUN
ap-6075	150	3	are	be	AUX
ap-6075	150	4	necessary	necessary	ADJ
ap-6075	150	5	for	for	ADP
ap-6075	150	6	finite	finite	ADJ
ap-6075	150	7	volume	volume	NOUN
ap-6075	150	8	or	or	CCONJ
ap-6075	150	9	for	for	ADP
ap-6075	150	10	finite	finite	ADJ
ap-6075	150	11	element	element	NOUN
ap-6075	150	12	methods	method	NOUN
ap-6075	150	13	.	.	PUNCT
ap-6075	151	1	some	some	DET
ap-6075	151	2	libraries	library	NOUN
ap-6075	151	3	also	also	ADV
ap-6075	151	4	cooperate	cooperate	VERB
ap-6075	151	5	with	with	ADP
ap-6075	151	6	python	python	NOUN
ap-6075	151	7	to	to	PART
ap-6075	151	8	offer	offer	VERB
ap-6075	151	9	a	a	DET
ap-6075	151	10	more	more	ADV
ap-6075	151	11	efficient	efficient	ADJ
ap-6075	151	12	user	user	NOUN
ap-6075	151	13	interface	interface	NOUN
ap-6075	151	14	.	.	PUNCT
ap-6075	152	1	similar	similar	ADJ
ap-6075	152	2	to	to	ADP
ap-6075	152	3	petsc	petsc	NOUN
ap-6075	152	4	or	or	CCONJ
ap-6075	152	5	viennacl	viennacl	NOUN
ap-6075	152	6	,	,	PUNCT
ap-6075	152	7	we	we	PRON
ap-6075	152	8	believe	believe	VERB
ap-6075	152	9	that	that	SCONJ
ap-6075	152	10	the	the	DET
ap-6075	152	11	main	main	ADJ
ap-6075	152	12	advantage	advantage	NOUN
ap-6075	152	13	of	of	ADP
ap-6075	152	14	tnl	tnl	PROPN
ap-6075	152	15	is	be	AUX
ap-6075	152	16	that	that	SCONJ
ap-6075	152	17	it	it	PRON
ap-6075	152	18	offers	offer	VERB
ap-6075	152	19	a	a	DET
ap-6075	152	20	wider	wide	ADJ
ap-6075	152	21	class	class	NOUN
ap-6075	152	22	of	of	ADP
ap-6075	152	23	data	datum	NOUN
ap-6075	152	24	structures	structure	NOUN
ap-6075	152	25	and	and	CCONJ
ap-6075	152	26	algorithms	algorithm	NOUN
ap-6075	152	27	with	with	ADP
ap-6075	152	28	a	a	DET
ap-6075	152	29	unified	unified	ADJ
ap-6075	152	30	interface	interface	NOUN
ap-6075	152	31	.	.	PUNCT
ap-6075	153	1	for	for	ADP
ap-6075	153	2	decades	decade	NOUN
ap-6075	153	3	,	,	PUNCT
ap-6075	153	4	numerical	numerical	ADJ
ap-6075	153	5	libraries	library	NOUN
ap-6075	153	6	were	be	AUX
ap-6075	153	7	developed	develop	VERB
ap-6075	153	8	in	in	ADP
ap-6075	153	9	a	a	DET
ap-6075	153	10	very	very	ADV
ap-6075	153	11	modular	modular	ADJ
ap-6075	153	12	way	way	NOUN
ap-6075	153	13	.	.	PUNCT
ap-6075	154	1	the	the	DET
ap-6075	154	2	users	user	NOUN
ap-6075	154	3	at	at	ADP
ap-6075	154	4	the	the	DET
ap-6075	154	5	end	end	NOUN
ap-6075	154	6	must	must	AUX
ap-6075	154	7	combine	combine	VERB
ap-6075	154	8	different	different	ADJ
ap-6075	154	9	libraries	library	NOUN
ap-6075	154	10	to	to	PART
ap-6075	154	11	solve	solve	VERB
ap-6075	154	12	the	the	DET
ap-6075	154	13	problem	problem	NOUN
ap-6075	154	14	at	at	ADP
ap-6075	154	15	hand	hand	NOUN
ap-6075	154	16	.	.	PUNCT
ap-6075	155	1	this	this	PRON
ap-6075	155	2	is	be	AUX
ap-6075	155	3	becoming	become	VERB
ap-6075	155	4	more	more	ADV
ap-6075	155	5	difficult	difficult	ADJ
ap-6075	155	6	on	on	ADP
ap-6075	155	7	modern	modern	ADJ
ap-6075	155	8	architectures	architecture	NOUN
ap-6075	155	9	like	like	ADP
ap-6075	155	10	gpus	gpu	NOUN
ap-6075	155	11	.	.	PUNCT
ap-6075	156	1	modern	modern	ADJ
ap-6075	156	2	features	feature	NOUN
ap-6075	156	3	of	of	ADP
ap-6075	156	4	c++	c++	NOUN
ap-6075	156	5	can	can	AUX
ap-6075	156	6	make	make	VERB
ap-6075	156	7	it	it	PRON
ap-6075	156	8	easier	easy	ADJ
ap-6075	156	9	.	.	PUNCT
ap-6075	157	1	our	our	PRON
ap-6075	157	2	aim	aim	NOUN
ap-6075	157	3	is	be	AUX
ap-6075	157	4	to	to	PART
ap-6075	157	5	develop	develop	VERB
ap-6075	157	6	a	a	DET
ap-6075	157	7	library	library	NOUN
ap-6075	157	8	with	with	ADP
ap-6075	157	9	a	a	DET
ap-6075	157	10	stllike	stllike	ADJ
ap-6075	157	11	consistent	consistent	NOUN
ap-6075	157	12	templated	template	VERB
ap-6075	157	13	user	user	NOUN
ap-6075	157	14	interface	interface	NOUN
ap-6075	157	15	and	and	CCONJ
ap-6075	157	16	native	native	ADJ
ap-6075	157	17	support	support	NOUN
ap-6075	157	18	of	of	ADP
ap-6075	157	19	gpus	gpu	NOUN
ap-6075	157	20	which	which	PRON
ap-6075	157	21	would	would	AUX
ap-6075	157	22	make	make	VERB
ap-6075	157	23	development	development	NOUN
ap-6075	157	24	of	of	ADP
ap-6075	157	25	hpc	hpc	PROPN
ap-6075	157	26	algorithms	algorithm	NOUN
ap-6075	157	27	more	more	ADV
ap-6075	157	28	efficient	efficient	ADJ
ap-6075	157	29	.	.	PUNCT
ap-6075	158	1	the	the	DET
ap-6075	158	2	rest	rest	NOUN
ap-6075	158	3	of	of	ADP
ap-6075	158	4	the	the	DET
ap-6075	158	5	paper	paper	NOUN
ap-6075	158	6	is	be	AUX
ap-6075	158	7	organized	organize	VERB
ap-6075	158	8	as	as	SCONJ
ap-6075	158	9	follows	follow	VERB
ap-6075	158	10	.	.	PUNCT
ap-6075	159	1	first	first	ADV
ap-6075	159	2	,	,	PUNCT
ap-6075	159	3	we	we	PRON
ap-6075	159	4	briefly	briefly	ADV
ap-6075	159	5	explain	explain	VERB
ap-6075	159	6	the	the	DET
ap-6075	159	7	basics	basic	NOUN
ap-6075	159	8	of	of	ADP
ap-6075	159	9	gpu	gpu	NOUN
ap-6075	159	10	programming	programming	NOUN
ap-6075	159	11	(	(	PUNCT
ap-6075	159	12	section	section	NOUN
ap-6075	159	13	2	2	NUM
ap-6075	159	14	)	)	PUNCT
ap-6075	159	15	.	.	PUNCT
ap-6075	160	1	then	then	ADV
ap-6075	160	2	,	,	PUNCT
ap-6075	160	3	we	we	PRON
ap-6075	160	4	describe	describe	VERB
ap-6075	160	5	some	some	DET
ap-6075	160	6	basic	basic	ADJ
ap-6075	160	7	data	datum	NOUN
ap-6075	160	8	structures	structure	NOUN
ap-6075	160	9	and	and	CCONJ
ap-6075	160	10	solvers	solver	NOUN
ap-6075	160	11	already	already	ADV
ap-6075	160	12	implemented	implement	VERB
ap-6075	160	13	in	in	ADP
ap-6075	160	14	tnl	tnl	PROPN
ap-6075	160	15	(	(	PUNCT
ap-6075	160	16	section	section	NOUN
ap-6075	160	17	3	3	NUM
ap-6075	160	18	)	)	PUNCT
ap-6075	160	19	.	.	PUNCT
ap-6075	161	1	finally	finally	ADV
ap-6075	161	2	,	,	PUNCT
ap-6075	161	3	we	we	PRON
ap-6075	161	4	demonstrate	demonstrate	VERB
ap-6075	161	5	the	the	DET
ap-6075	161	6	performance	performance	NOUN
ap-6075	161	7	of	of	ADP
ap-6075	161	8	tnl	tnl	NOUN
ap-6075	161	9	by	by	ADP
ap-6075	161	10	showing	show	VERB
ap-6075	161	11	the	the	DET
ap-6075	161	12	scalability	scalability	NOUN
ap-6075	161	13	on	on	ADP
ap-6075	161	14	multi	multi	ADJ
ap-6075	161	15	-	-	ADJ
ap-6075	161	16	core	core	ADJ
ap-6075	161	17	cpus	cpu	NOUN
ap-6075	161	18	and	and	CCONJ
ap-6075	161	19	speed	speed	NOUN
ap-6075	161	20	–	–	PUNCT
ap-6075	161	21	up	up	ADP
ap-6075	161	22	of	of	ADP
ap-6075	161	23	gpus	gpus	X
ap-6075	161	24	(	(	PUNCT
ap-6075	161	25	section	section	NOUN
ap-6075	161	26	4	4	NUM
ap-6075	161	27	)	)	PUNCT
ap-6075	161	28	.	.	PUNCT
ap-6075	162	1	2	2	X
ap-6075	162	2	.	.	X
ap-6075	162	3	programming	programming	NOUN
ap-6075	162	4	gpus	gpus	PROPN
ap-6075	162	5	the	the	DET
ap-6075	162	6	gpu	gpu	NOUN
ap-6075	162	7	is	be	AUX
ap-6075	162	8	an	an	DET
ap-6075	162	9	accelerator	accelerator	NOUN
ap-6075	162	10	connected	connect	VERB
ap-6075	162	11	to	to	ADP
ap-6075	162	12	the	the	DET
ap-6075	162	13	cpu	cpu	NOUN
ap-6075	162	14	via	via	ADP
ap-6075	162	15	the	the	DET
ap-6075	162	16	pci	pci	PROPN
ap-6075	162	17	express	express	ADJ
ap-6075	162	18	interface	interface	NOUN
ap-6075	162	19	.	.	PUNCT
ap-6075	163	1	it	it	PRON
ap-6075	163	2	is	be	AUX
ap-6075	163	3	equipped	equip	VERB
ap-6075	163	4	with	with	ADP
ap-6075	163	5	its	its	PRON
ap-6075	163	6	own	own	ADJ
ap-6075	163	7	memory	memory	NOUN
ap-6075	163	8	referred	refer	VERB
ap-6075	163	9	to	to	ADP
ap-6075	163	10	as	as	ADP
ap-6075	163	11	the	the	DET
ap-6075	163	12	global	global	ADJ
ap-6075	163	13	memory	memory	NOUN
ap-6075	163	14	.	.	PUNCT
ap-6075	164	1	though	though	SCONJ
ap-6075	164	2	its	its	PRON
ap-6075	164	3	memory	memory	NOUN
ap-6075	164	4	bandwidth	bandwidth	NOUN
ap-6075	164	5	is	be	AUX
ap-6075	164	6	several	several	ADJ
ap-6075	164	7	times	time	NOUN
ap-6075	164	8	faster	fast	ADV
ap-6075	164	9	compared	compare	VERB
ap-6075	164	10	to	to	ADP
ap-6075	164	11	common	common	ADJ
ap-6075	164	12	ddr4	ddr4	NOUN
ap-6075	164	13	connected	connect	VERB
ap-6075	164	14	to	to	ADP
ap-6075	164	15	the	the	DET
ap-6075	164	16	cpu	cpu	NOUN
ap-6075	164	17	,	,	PUNCT
ap-6075	164	18	communication	communication	NOUN
ap-6075	164	19	between	between	ADP
ap-6075	164	20	the	the	DET
ap-6075	164	21	gpu	gpu	NOUN
ap-6075	164	22	and	and	CCONJ
ap-6075	164	23	the	the	DET
ap-6075	164	24	cpu	cpu	NOUN
ap-6075	164	25	is	be	AUX
ap-6075	164	26	substantially	substantially	ADV
ap-6075	164	27	slow	slow	ADJ
ap-6075	164	28	.	.	PUNCT
ap-6075	165	1	this	this	PRON
ap-6075	165	2	limits	limit	VERB
ap-6075	165	3	the	the	DET
ap-6075	165	4	design	design	NOUN
ap-6075	165	5	of	of	ADP
ap-6075	165	6	algorithms	algorithm	NOUN
ap-6075	165	7	for	for	ADP
ap-6075	165	8	gpus	gpu	NOUN
ap-6075	165	9	because	because	SCONJ
ap-6075	165	10	frequent	frequent	ADJ
ap-6075	165	11	communication	communication	NOUN
ap-6075	165	12	between	between	ADP
ap-6075	165	13	the	the	DET
ap-6075	165	14	gpu	gpu	NOUN
ap-6075	165	15	and	and	CCONJ
ap-6075	165	16	the	the	DET
ap-6075	165	17	cpu	cpu	NOUN
ap-6075	165	18	may	may	AUX
ap-6075	165	19	negatively	negatively	ADV
ap-6075	165	20	affect	affect	VERB
ap-6075	165	21	the	the	DET
ap-6075	165	22	overall	overall	ADJ
ap-6075	165	23	performance	performance	NOUN
ap-6075	165	24	.	.	PUNCT
ap-6075	166	1	in	in	ADP
ap-6075	166	2	case	case	NOUN
ap-6075	166	3	of	of	ADP
ap-6075	166	4	iterative	iterative	ADJ
ap-6075	166	5	numerical	numerical	ADJ
ap-6075	166	6	solvers	solver	NOUN
ap-6075	166	7	for	for	ADP
ap-6075	166	8	pdes	pde	NOUN
ap-6075	166	9	,	,	PUNCT
ap-6075	166	10	it	it	PRON
ap-6075	166	11	is	be	AUX
ap-6075	166	12	often	often	ADV
ap-6075	166	13	necessary	necessary	ADJ
ap-6075	166	14	to	to	PART
ap-6075	166	15	copy	copy	VERB
ap-6075	166	16	all	all	DET
ap-6075	166	17	necessary	necessary	ADJ
ap-6075	166	18	data	datum	NOUN
ap-6075	166	19	to	to	ADP
ap-6075	166	20	the	the	DET
ap-6075	166	21	gpu	gpu	NOUN
ap-6075	166	22	before	before	ADP
ap-6075	166	23	the	the	DET
ap-6075	166	24	start	start	NOUN
ap-6075	166	25	of	of	ADP
ap-6075	166	26	iterations	iteration	NOUN
ap-6075	166	27	.	.	PUNCT
ap-6075	167	1	the	the	DET
ap-6075	167	2	result	result	NOUN
ap-6075	167	3	is	be	AUX
ap-6075	167	4	then	then	ADV
ap-6075	167	5	copied	copy	VERB
ap-6075	167	6	back	back	ADV
ap-6075	167	7	to	to	ADP
ap-6075	167	8	the	the	DET
ap-6075	167	9	cpu	cpu	NOUN
ap-6075	167	10	for	for	ADP
ap-6075	167	11	post	post	ADJ
ap-6075	167	12	–	–	NOUN
ap-6075	167	13	processing	processing	NOUN
ap-6075	167	14	.	.	PUNCT
ap-6075	168	1	data	datum	NOUN
ap-6075	168	2	in	in	ADP
ap-6075	168	3	the	the	DET
ap-6075	168	4	global	global	ADJ
ap-6075	168	5	memory	memory	NOUN
ap-6075	168	6	of	of	ADP
ap-6075	168	7	the	the	DET
ap-6075	168	8	gpu	gpu	NOUN
ap-6075	168	9	need	need	NOUN
ap-6075	168	10	to	to	PART
ap-6075	168	11	be	be	AUX
ap-6075	168	12	accessed	access	VERB
ap-6075	168	13	in	in	ADP
ap-6075	168	14	large	large	ADJ
ap-6075	168	15	continuous	continuous	ADJ
ap-6075	168	16	blocks	block	NOUN
ap-6075	168	17	(	(	PUNCT
ap-6075	168	18	this	this	PRON
ap-6075	168	19	is	be	AUX
ap-6075	168	20	referred	refer	VERB
ap-6075	168	21	to	to	ADP
ap-6075	168	22	as	as	ADP
ap-6075	168	23	coalesced	coalesce	VERB
ap-6075	168	24	memory	memory	NOUN
ap-6075	168	25	access	access	NOUN
ap-6075	168	26	)	)	PUNCT
ap-6075	168	27	,	,	PUNCT
ap-6075	168	28	random	random	ADJ
ap-6075	168	29	access	access	NOUN
ap-6075	168	30	is	be	AUX
ap-6075	168	31	by	by	ADP
ap-6075	168	32	an	an	DET
ap-6075	168	33	order	order	NOUN
ap-6075	168	34	of	of	ADP
ap-6075	168	35	magnitude	magnitude	NOUN
ap-6075	168	36	slower	slow	ADJ
ap-6075	168	37	.	.	PUNCT
ap-6075	169	1	therefore	therefore	ADV
ap-6075	169	2	,	,	PUNCT
ap-6075	169	3	the	the	DET
ap-6075	169	4	data	datum	NOUN
ap-6075	169	5	must	must	AUX
ap-6075	169	6	be	be	AUX
ap-6075	169	7	often	often	ADV
ap-6075	169	8	organized	organize	VERB
ap-6075	169	9	in	in	ADP
ap-6075	169	10	a	a	DET
ap-6075	169	11	completely	completely	ADV
ap-6075	169	12	different	different	ADJ
ap-6075	169	13	way	way	NOUN
ap-6075	169	14	than	than	ADP
ap-6075	169	15	on	on	ADP
ap-6075	169	16	the	the	DET
ap-6075	169	17	cpu	cpu	NOUN
ap-6075	169	18	.	.	PUNCT
ap-6075	170	1	this	this	PRON
ap-6075	170	2	is	be	AUX
ap-6075	170	3	also	also	ADV
ap-6075	170	4	the	the	DET
ap-6075	170	5	reason	reason	NOUN
ap-6075	170	6	why	why	SCONJ
ap-6075	170	7	porting	port	VERB
ap-6075	170	8	an	an	DET
ap-6075	170	9	older	old	ADJ
ap-6075	170	10	code	code	NOUN
ap-6075	170	11	to	to	ADP
ap-6075	170	12	the	the	DET
ap-6075	170	13	gpu	gpu	NOUN
ap-6075	170	14	is	be	AUX
ap-6075	170	15	so	so	ADV
ap-6075	170	16	difficult	difficult	ADJ
ap-6075	170	17	.	.	PUNCT
ap-6075	171	1	the	the	DET
ap-6075	171	2	gpu	gpu	NOUN
ap-6075	171	3	consists	consist	VERB
ap-6075	171	4	of	of	ADP
ap-6075	171	5	several	several	ADJ
ap-6075	171	6	independent	independent	ADJ
ap-6075	171	7	multiprocessors	multiprocessor	NOUN
ap-6075	171	8	which	which	PRON
ap-6075	171	9	can	can	AUX
ap-6075	171	10	not	not	PART
ap-6075	171	11	communicate	communicate	VERB
ap-6075	171	12	with	with	ADP
ap-6075	171	13	each	each	DET
ap-6075	171	14	other	other	ADJ
ap-6075	171	15	.	.	PUNCT
ap-6075	172	1	they	they	PRON
ap-6075	172	2	can	can	AUX
ap-6075	172	3	access	access	VERB
ap-6075	172	4	the	the	DET
ap-6075	172	5	global	global	ADJ
ap-6075	172	6	memory	memory	NOUN
ap-6075	172	7	and	and	CCONJ
ap-6075	172	8	each	each	DET
ap-6075	172	9	multiprocessor	multiprocessor	NOUN
ap-6075	172	10	has	have	VERB
ap-6075	172	11	its	its	PRON
ap-6075	172	12	own	own	ADJ
ap-6075	172	13	shared	share	VERB
ap-6075	172	14	memory	memory	NOUN
ap-6075	172	15	which	which	PRON
ap-6075	172	16	is	be	AUX
ap-6075	172	17	remarkably	remarkably	ADV
ap-6075	172	18	smaller	small	ADJ
ap-6075	172	19	(	(	PUNCT
ap-6075	172	20	tens	ten	NOUN
ap-6075	172	21	of	of	ADP
ap-6075	172	22	kilobytes	kilobyte	NOUN
ap-6075	172	23	only	only	ADV
ap-6075	172	24	)	)	PUNCT
ap-6075	172	25	than	than	ADP
ap-6075	172	26	the	the	DET
ap-6075	172	27	global	global	ADJ
ap-6075	172	28	memory	memory	NOUN
ap-6075	172	29	,	,	PUNCT
ap-6075	172	30	but	but	CCONJ
ap-6075	172	31	much	much	ADV
ap-6075	172	32	faster	fast	ADV
ap-6075	172	33	in	in	ADP
ap-6075	172	34	comparison	comparison	NOUN
ap-6075	172	35	.	.	PUNCT
ap-6075	173	1	the	the	DET
ap-6075	173	2	shared	share	VERB
ap-6075	173	3	memory	memory	NOUN
ap-6075	173	4	can	can	AUX
ap-6075	173	5	work	work	VERB
ap-6075	173	6	as	as	ADP
ap-6075	173	7	a	a	DET
ap-6075	173	8	cache	cache	NOUN
ap-6075	173	9	or	or	CCONJ
ap-6075	173	10	it	it	PRON
ap-6075	173	11	can	can	AUX
ap-6075	173	12	be	be	AUX
ap-6075	173	13	managed	manage	VERB
ap-6075	173	14	by	by	ADP
ap-6075	173	15	the	the	DET
ap-6075	173	16	programmer	programmer	NOUN
ap-6075	173	17	.	.	PUNCT
ap-6075	174	1	each	each	DET
ap-6075	174	2	multiprocessor	multiprocessor	NOUN
ap-6075	174	3	may	may	AUX
ap-6075	174	4	process	process	VERB
ap-6075	174	5	123	123	NUM
ap-6075	174	6	t.	t.	NOUN
ap-6075	174	7	oberhuber	oberhuber	NOUN
ap-6075	174	8	,	,	PUNCT
ap-6075	174	9	j.	j.	PROPN
ap-6075	174	10	klinkovský	klinkovský	PROPN
ap-6075	174	11	,	,	PUNCT
ap-6075	174	12	r.	r.	PROPN
ap-6075	174	13	fučík	fučík	PROPN
ap-6075	174	14	acta	acta	PROPN
ap-6075	174	15	polytechnica	polytechnica	PROPN
ap-6075	174	16	32	32	NUM
ap-6075	174	17	cuda	cuda	PROPN
ap-6075	174	18	threads	thread	NOUN
ap-6075	174	19	simultaneously	simultaneously	ADV
ap-6075	174	20	which	which	PRON
ap-6075	174	21	are	be	AUX
ap-6075	174	22	referred	refer	VERB
ap-6075	174	23	to	to	ADP
ap-6075	174	24	as	as	ADP
ap-6075	174	25	a	a	DET
ap-6075	174	26	warp	warp	NOUN
ap-6075	174	27	.	.	PUNCT
ap-6075	175	1	threads	thread	NOUN
ap-6075	175	2	in	in	ADP
ap-6075	175	3	the	the	DET
ap-6075	175	4	same	same	ADJ
ap-6075	175	5	warp	warp	NOUN
ap-6075	175	6	behave	behave	VERB
ap-6075	175	7	like	like	ADP
ap-6075	175	8	the	the	DET
ap-6075	175	9	simd	simd	NOUN
ap-6075	175	10	architecture	architecture	NOUN
ap-6075	175	11	,	,	PUNCT
ap-6075	175	12	i.e.	i.e.	X
ap-6075	175	13	,	,	PUNCT
ap-6075	175	14	they	they	PRON
ap-6075	175	15	should	should	AUX
ap-6075	175	16	follow	follow	VERB
ap-6075	175	17	the	the	DET
ap-6075	175	18	same	same	ADJ
ap-6075	175	19	instruction	instruction	NOUN
ap-6075	175	20	at	at	ADP
ap-6075	175	21	the	the	DET
ap-6075	175	22	same	same	ADJ
ap-6075	175	23	time	time	NOUN
ap-6075	175	24	.	.	PUNCT
ap-6075	176	1	if	if	SCONJ
ap-6075	176	2	not	not	PART
ap-6075	176	3	,	,	PUNCT
ap-6075	176	4	we	we	PRON
ap-6075	176	5	call	call	VERB
ap-6075	176	6	it	it	PRON
ap-6075	176	7	divergent	divergent	ADJ
ap-6075	176	8	threads	thread	NOUN
ap-6075	176	9	.	.	PUNCT
ap-6075	177	1	in	in	ADP
ap-6075	177	2	this	this	DET
ap-6075	177	3	case	case	NOUN
ap-6075	177	4	,	,	PUNCT
ap-6075	177	5	efficiency	efficiency	NOUN
ap-6075	177	6	is	be	AUX
ap-6075	177	7	diminished	diminish	VERB
ap-6075	177	8	due	due	ADP
ap-6075	177	9	to	to	ADP
ap-6075	177	10	serialization	serialization	NOUN
ap-6075	177	11	.	.	PUNCT
ap-6075	178	1	for	for	ADP
ap-6075	178	2	more	more	ADJ
ap-6075	178	3	details	detail	NOUN
ap-6075	178	4	about	about	ADP
ap-6075	178	5	cuda	cuda	NOUN
ap-6075	178	6	we	we	PRON
ap-6075	178	7	refer	refer	VERB
ap-6075	178	8	to	to	ADP
ap-6075	178	9	[	[	X
ap-6075	178	10	1	1	NUM
ap-6075	178	11	]	]	PUNCT
ap-6075	178	12	.	.	PUNCT
ap-6075	179	1	3	3	X
ap-6075	179	2	.	.	X
ap-6075	179	3	data	datum	NOUN
ap-6075	179	4	structures	structure	NOUN
ap-6075	179	5	and	and	CCONJ
ap-6075	179	6	algorithms	algorithm	NOUN
ap-6075	179	7	in	in	ADP
ap-6075	179	8	tnl	tnl	PROPN
ap-6075	179	9	in	in	ADP
ap-6075	179	10	this	this	DET
ap-6075	179	11	section	section	NOUN
ap-6075	180	1	,	,	PUNCT
ap-6075	180	2	we	we	PRON
ap-6075	180	3	describe	describe	VERB
ap-6075	180	4	basic	basic	ADJ
ap-6075	180	5	data	datum	NOUN
ap-6075	180	6	structures	structure	NOUN
ap-6075	180	7	and	and	CCONJ
ap-6075	180	8	algorithms	algorithm	NOUN
ap-6075	180	9	implemented	implement	VERB
ap-6075	180	10	in	in	ADP
ap-6075	180	11	tnl	tnl	PROPN
ap-6075	180	12	.	.	PUNCT
ap-6075	181	1	in	in	ADP
ap-6075	181	2	the	the	DET
ap-6075	181	3	following	follow	VERB
ap-6075	181	4	text	text	NOUN
ap-6075	181	5	,	,	PUNCT
ap-6075	181	6	we	we	PRON
ap-6075	181	7	refer	refer	VERB
ap-6075	181	8	to	to	ADP
ap-6075	181	9	the	the	DET
ap-6075	181	10	gpu	gpu	NOUN
ap-6075	181	11	as	as	ADP
ap-6075	181	12	device	device	NOUN
ap-6075	181	13	and	and	CCONJ
ap-6075	181	14	to	to	ADP
ap-6075	181	15	the	the	DET
ap-6075	181	16	cpu	cpu	NOUN
ap-6075	181	17	as	as	ADP
ap-6075	181	18	host	host	NOUN
ap-6075	181	19	.	.	PUNCT
ap-6075	182	1	methods	method	NOUN
ap-6075	182	2	,	,	PUNCT
ap-6075	182	3	declared	declare	VERB
ap-6075	182	4	as	as	ADP
ap-6075	182	5	_	_	PUNCT
ap-6075	182	6	_	_	PUNCT
ap-6075	182	7	cuda_callable	cuda_callable	PUNCT
ap-6075	183	1	_	_	PUNCT
ap-6075	183	2	_	_	PUNCT
ap-6075	183	3	,	,	PUNCT
ap-6075	183	4	can	can	AUX
ap-6075	183	5	be	be	AUX
ap-6075	183	6	executed	execute	VERB
ap-6075	183	7	on	on	ADP
ap-6075	183	8	both	both	PRON
ap-6075	183	9	,	,	PUNCT
ap-6075	183	10	the	the	DET
ap-6075	183	11	device	device	NOUN
ap-6075	183	12	and	and	CCONJ
ap-6075	183	13	host	host	NOUN
ap-6075	183	14	.	.	PUNCT
ap-6075	184	1	if	if	SCONJ
ap-6075	184	2	the	the	DET
ap-6075	184	3	cuda	cuda	NOUN
ap-6075	184	4	framework	framework	NOUN
ap-6075	184	5	is	be	AUX
ap-6075	184	6	not	not	PART
ap-6075	184	7	installed	instal	VERB
ap-6075	184	8	,	,	PUNCT
ap-6075	184	9	this	this	DET
ap-6075	184	10	attribute	attribute	NOUN
ap-6075	184	11	has	have	VERB
ap-6075	184	12	no	no	DET
ap-6075	184	13	effect	effect	NOUN
ap-6075	184	14	.	.	PUNCT
ap-6075	185	1	tnl	tnl	PROPN
ap-6075	185	2	uses	use	VERB
ap-6075	185	3	template	template	NOUN
ap-6075	185	4	parameters	parameter	NOUN
ap-6075	185	5	.	.	PUNCT
ap-6075	186	1	few	few	ADJ
ap-6075	186	2	of	of	ADP
ap-6075	186	3	them	they	PRON
ap-6075	186	4	are	be	AUX
ap-6075	186	5	present	present	ADJ
ap-6075	186	6	in	in	ADP
ap-6075	186	7	the	the	DET
ap-6075	186	8	majority	majority	NOUN
ap-6075	186	9	of	of	ADP
ap-6075	186	10	the	the	DET
ap-6075	186	11	code	code	NOUN
ap-6075	186	12	:	:	PUNCT
ap-6075	186	13	•	•	NUM
ap-6075	186	14	device	device	NOUN
ap-6075	186	15	can	can	AUX
ap-6075	186	16	be	be	AUX
ap-6075	186	17	either	either	CCONJ
ap-6075	186	18	tnl::devices::host	tnl::devices::host	ADJ
ap-6075	186	19	or	or	CCONJ
ap-6075	186	20	tnl::device::cuda	tnl::device::cuda	NOUN
ap-6075	186	21	.	.	PUNCT
ap-6075	187	1	it	it	PRON
ap-6075	187	2	defines	define	VERB
ap-6075	187	3	where	where	SCONJ
ap-6075	187	4	the	the	DET
ap-6075	187	5	data	datum	NOUN
ap-6075	187	6	are	be	AUX
ap-6075	187	7	going	go	VERB
ap-6075	187	8	to	to	PART
ap-6075	187	9	be	be	AUX
ap-6075	187	10	stored	store	VERB
ap-6075	187	11	and	and	CCONJ
ap-6075	187	12	where	where	SCONJ
ap-6075	187	13	the	the	DET
ap-6075	187	14	related	related	ADJ
ap-6075	187	15	algorithms	algorithm	NOUN
ap-6075	187	16	will	will	AUX
ap-6075	187	17	be	be	AUX
ap-6075	187	18	executed	execute	VERB
ap-6075	187	19	.	.	PUNCT
ap-6075	188	1	•	•	NUM
ap-6075	188	2	real	real	ADJ
ap-6075	188	3	defines	define	VERB
ap-6075	188	4	the	the	DET
ap-6075	188	5	precision	precision	NOUN
ap-6075	188	6	of	of	ADP
ap-6075	188	7	the	the	DET
ap-6075	188	8	floating	float	VERB
ap-6075	188	9	point	point	NOUN
ap-6075	188	10	arithmetic	arithmetic	ADJ
ap-6075	188	11	(	(	PUNCT
ap-6075	188	12	float	float	NOUN
ap-6075	188	13	or	or	CCONJ
ap-6075	188	14	double	double	ADJ
ap-6075	188	15	)	)	PUNCT
ap-6075	188	16	.	.	PUNCT
ap-6075	189	1	•	•	NUM
ap-6075	189	2	index	index	NOUN
ap-6075	189	3	defines	define	VERB
ap-6075	189	4	integer	integer	NOUN
ap-6075	189	5	type	type	NOUN
ap-6075	189	6	used	use	VERB
ap-6075	189	7	for	for	ADP
ap-6075	189	8	indexing	indexing	NOUN
ap-6075	189	9	within	within	ADP
ap-6075	189	10	data	datum	NOUN
ap-6075	189	11	structure	structure	NOUN
ap-6075	189	12	/	/	SYM
ap-6075	189	13	algorithm	algorithm	NOUN
ap-6075	189	14	(	(	PUNCT
ap-6075	189	15	int	int	NOUN
ap-6075	189	16	or	or	CCONJ
ap-6075	189	17	long	long	ADJ
ap-6075	189	18	int	int	NOUN
ap-6075	189	19	)	)	PUNCT
ap-6075	189	20	.	.	PUNCT
ap-6075	190	1	•	•	NUM
ap-6075	190	2	allocator	allocator	NOUN
ap-6075	190	3	controls	control	VERB
ap-6075	190	4	allocation	allocation	NOUN
ap-6075	190	5	of	of	ADP
ap-6075	190	6	memory	memory	NOUN
ap-6075	190	7	.	.	PUNCT
ap-6075	191	1	it	it	PRON
ap-6075	191	2	can	can	AUX
ap-6075	191	3	be	be	AUX
ap-6075	191	4	tnl::alocators::host	tnl::alocators::host	NOUN
ap-6075	191	5	for	for	ADP
ap-6075	191	6	allocation	allocation	NOUN
ap-6075	191	7	of	of	ADP
ap-6075	191	8	memory	memory	NOUN
ap-6075	191	9	on	on	ADP
ap-6075	191	10	the	the	DET
ap-6075	191	11	host	host	NOUN
ap-6075	191	12	system	system	NOUN
ap-6075	191	13	,	,	PUNCT
ap-6075	191	14	tnl::allocators::cuda	tnl::allocators::cuda	NOUN
ap-6075	191	15	for	for	ADP
ap-6075	191	16	allocation	allocation	NOUN
ap-6075	191	17	of	of	ADP
ap-6075	191	18	the	the	DET
ap-6075	191	19	memory	memory	NOUN
ap-6075	191	20	on	on	ADP
ap-6075	191	21	the	the	DET
ap-6075	191	22	cuda	cuda	NOUN
ap-6075	191	23	device	device	NOUN
ap-6075	191	24	tnl::allocators::cudahost	tnl::allocators::cudahost	NOUN
ap-6075	191	25	for	for	ADP
ap-6075	191	26	allocation	allocation	NOUN
ap-6075	191	27	of	of	ADP
ap-6075	191	28	a	a	DET
ap-6075	191	29	page	page	NOUN
ap-6075	191	30	-	-	PUNCT
ap-6075	191	31	locked	lock	VERB
ap-6075	191	32	memory	memory	NOUN
ap-6075	191	33	(	(	PUNCT
ap-6075	191	34	part	part	NOUN
ap-6075	191	35	of	of	ADP
ap-6075	191	36	the	the	DET
ap-6075	191	37	memory	memory	NOUN
ap-6075	191	38	that	that	PRON
ap-6075	191	39	can	can	AUX
ap-6075	191	40	not	not	PART
ap-6075	191	41	be	be	AUX
ap-6075	191	42	swapped	swap	VERB
ap-6075	191	43	off	off	ADP
ap-6075	191	44	)	)	PUNCT
ap-6075	191	45	using	use	VERB
ap-6075	191	46	cuda	cuda	NOUN
ap-6075	191	47	and	and	CCONJ
ap-6075	191	48	tnl::allocators::cudamanaged	tnl::allocators::cudamanage	VERB
ap-6075	191	49	for	for	ADP
ap-6075	191	50	allocation	allocation	NOUN
ap-6075	191	51	of	of	ADP
ap-6075	191	52	cuda	cuda	PROPN
ap-6075	191	53	unified	unify	VERB
ap-6075	191	54	memory	memory	NOUN
ap-6075	191	55	(	(	PUNCT
ap-6075	191	56	shared	share	VERB
ap-6075	191	57	memory	memory	NOUN
ap-6075	191	58	space	space	NOUN
ap-6075	191	59	between	between	ADP
ap-6075	191	60	cpu	cpu	NOUN
ap-6075	191	61	and	and	CCONJ
ap-6075	191	62	gpu	gpu	PROPN
ap-6075	191	63	)	)	PUNCT
ap-6075	191	64	.	.	PUNCT
ap-6075	192	1	3.1	3.1	NUM
ap-6075	192	2	.	.	PUNCT
ap-6075	192	3	arrays	array	NOUN
ap-6075	192	4	and	and	CCONJ
ap-6075	192	5	vectors	vector	NOUN
ap-6075	192	6	arrays	array	VERB
ap-6075	192	7	are	be	AUX
ap-6075	192	8	basic	basic	ADJ
ap-6075	192	9	structures	structure	NOUN
ap-6075	192	10	for	for	ADP
ap-6075	192	11	the	the	DET
ap-6075	192	12	memory	memory	NOUN
ap-6075	192	13	management	management	NOUN
ap-6075	192	14	in	in	ADP
ap-6075	192	15	tnl	tnl	PROPN
ap-6075	192	16	.	.	PUNCT
ap-6075	193	1	an	an	DET
ap-6075	193	2	array	array	NOUN
ap-6075	193	3	is	be	AUX
ap-6075	193	4	a	a	DET
ap-6075	193	5	template	template	NOUN
ap-6075	193	6	tnl::containers::array	tnl::containers::array	ADP
ap-6075	193	7	<	<	X
ap-6075	193	8	value	value	NOUN
ap-6075	193	9	,	,	PUNCT
ap-6075	193	10	device	device	NOUN
ap-6075	193	11	,	,	PUNCT
ap-6075	193	12	index	index	NOUN
ap-6075	193	13	,	,	PUNCT
ap-6075	193	14	allocator	allocator	NOUN
ap-6075	193	15	>	>	X
ap-6075	193	16	with	with	ADP
ap-6075	193	17	template	template	NOUN
ap-6075	193	18	parameters	parameter	NOUN
ap-6075	193	19	value	value	NOUN
ap-6075	193	20	(	(	PUNCT
ap-6075	193	21	an	an	DET
ap-6075	193	22	array	array	NOUN
ap-6075	193	23	element	element	NOUN
ap-6075	193	24	type	type	NOUN
ap-6075	193	25	)	)	PUNCT
ap-6075	193	26	,	,	PUNCT
ap-6075	193	27	device	device	NOUN
ap-6075	193	28	(	(	PUNCT
ap-6075	193	29	a	a	DET
ap-6075	193	30	device	device	NOUN
ap-6075	193	31	where	where	SCONJ
ap-6075	193	32	the	the	DET
ap-6075	193	33	array	array	NOUN
ap-6075	193	34	elements	element	NOUN
ap-6075	193	35	are	be	AUX
ap-6075	193	36	stored	store	VERB
ap-6075	193	37	)	)	PUNCT
ap-6075	193	38	,	,	PUNCT
ap-6075	193	39	index	index	NOUN
ap-6075	193	40	(	(	PUNCT
ap-6075	193	41	the	the	DET
ap-6075	193	42	indexing	indexing	NOUN
ap-6075	193	43	type	type	NOUN
ap-6075	193	44	)	)	PUNCT
ap-6075	193	45	and	and	CCONJ
ap-6075	193	46	allocator	allocator	NOUN
ap-6075	193	47	(	(	PUNCT
ap-6075	193	48	controlling	control	VERB
ap-6075	193	49	memory	memory	NOUN
ap-6075	193	50	allocation	allocation	NOUN
ap-6075	193	51	)	)	PUNCT
ap-6075	193	52	.	.	PUNCT
ap-6075	194	1	array	array	NOUN
ap-6075	194	2	provides	provide	VERB
ap-6075	194	3	common	common	ADJ
ap-6075	194	4	methods	method	NOUN
ap-6075	194	5	such	such	ADJ
ap-6075	194	6	as	as	ADP
ap-6075	194	7	allocation	allocation	NOUN
ap-6075	194	8	(	(	PUNCT
ap-6075	194	9	setsize	setsize	NOUN
ap-6075	194	10	)	)	PUNCT
ap-6075	194	11	,	,	PUNCT
ap-6075	194	12	comparison	comparison	NOUN
ap-6075	194	13	and	and	CCONJ
ap-6075	194	14	assignment	assignment	NOUN
ap-6075	194	15	operators	operator	NOUN
ap-6075	194	16	or	or	CCONJ
ap-6075	194	17	i	i	PRON
ap-6075	194	18	/	/	SYM
ap-6075	194	19	o	o	NOUN
ap-6075	194	20	methods	method	NOUN
ap-6075	194	21	(	(	PUNCT
ap-6075	194	22	binary	binary	ADJ
ap-6075	194	23	load	load	NOUN
ap-6075	194	24	and	and	CCONJ
ap-6075	194	25	save	save	VERB
ap-6075	194	26	)	)	PUNCT
ap-6075	194	27	.	.	PUNCT
ap-6075	195	1	array	array	VERB
ap-6075	195	2	elements	element	NOUN
ap-6075	195	3	may	may	AUX
ap-6075	195	4	be	be	AUX
ap-6075	195	5	manipulated	manipulate	VERB
ap-6075	195	6	by	by	ADP
ap-6075	195	7	setelement	setelement	ADJ
ap-6075	195	8	,	,	PUNCT
ap-6075	195	9	getelement	getelement	ADJ
ap-6075	195	10	and	and	CCONJ
ap-6075	195	11	_	_	PUNCT
ap-6075	195	12	_	_	PUNCT
ap-6075	196	1	cuda_callable	cuda_callable	PUNCT
ap-6075	196	2	_	_	PUNCT
ap-6075	196	3	_	_	PRON
ap-6075	196	4	operator	operator	NOUN
ap-6075	197	1	[	[	X
ap-6075	197	2	]	]	X
ap-6075	197	3	.	.	PUNCT
ap-6075	198	1	the	the	DET
ap-6075	198	2	first	first	ADJ
ap-6075	198	3	two	two	NUM
ap-6075	198	4	methods	method	NOUN
ap-6075	198	5	can	can	AUX
ap-6075	198	6	be	be	AUX
ap-6075	198	7	called	call	VERB
ap-6075	198	8	from	from	ADP
ap-6075	198	9	the	the	DET
ap-6075	198	10	host	host	NOUN
ap-6075	198	11	even	even	ADV
ap-6075	198	12	for	for	ADP
ap-6075	198	13	arrays	array	NOUN
ap-6075	198	14	allocated	allocate	VERB
ap-6075	198	15	on	on	ADP
ap-6075	198	16	the	the	DET
ap-6075	198	17	device	device	NOUN
ap-6075	198	18	but	but	CCONJ
ap-6075	198	19	they	they	PRON
ap-6075	198	20	can	can	AUX
ap-6075	198	21	not	not	PART
ap-6075	198	22	be	be	AUX
ap-6075	198	23	called	call	VERB
ap-6075	198	24	from	from	ADP
ap-6075	198	25	the	the	DET
ap-6075	198	26	cuda	cuda	NOUN
ap-6075	198	27	kernels	kernel	NOUN
ap-6075	198	28	.	.	PUNCT
ap-6075	199	1	the	the	DET
ap-6075	199	2	last	last	ADJ
ap-6075	199	3	one	one	NOUN
ap-6075	199	4	,	,	PUNCT
ap-6075	199	5	on	on	ADP
ap-6075	199	6	the	the	DET
ap-6075	199	7	other	other	ADJ
ap-6075	199	8	hand	hand	NOUN
ap-6075	199	9	,	,	PUNCT
ap-6075	199	10	is	be	AUX
ap-6075	199	11	defined	define	VERB
ap-6075	199	12	as	as	ADP
ap-6075	199	13	_	_	X
ap-6075	199	14	_	_	PUNCT
ap-6075	199	15	cuda_callable	cuda_callable	PUNCT
ap-6075	200	1	_	_	PUNCT
ap-6075	200	2	_	_	PUNCT
ap-6075	201	1	and	and	CCONJ
ap-6075	201	2	it	it	PRON
ap-6075	201	3	can	can	AUX
ap-6075	201	4	be	be	AUX
ap-6075	201	5	called	call	VERB
ap-6075	201	6	only	only	ADV
ap-6075	201	7	from	from	ADP
ap-6075	201	8	the	the	DET
ap-6075	201	9	cuda	cuda	NOUN
ap-6075	201	10	kernels	kernel	NOUN
ap-6075	201	11	,	,	PUNCT
ap-6075	201	12	if	if	SCONJ
ap-6075	201	13	the	the	DET
ap-6075	201	14	array	array	NOUN
ap-6075	201	15	is	be	AUX
ap-6075	201	16	allocated	allocate	VERB
ap-6075	201	17	on	on	ADP
ap-6075	201	18	the	the	DET
ap-6075	201	19	device	device	NOUN
ap-6075	201	20	,	,	PUNCT
ap-6075	201	21	and	and	CCONJ
ap-6075	201	22	from	from	ADP
ap-6075	201	23	the	the	DET
ap-6075	201	24	host	host	NOUN
ap-6075	201	25	system	system	NOUN
ap-6075	201	26	only	only	ADV
ap-6075	201	27	if	if	SCONJ
ap-6075	201	28	the	the	DET
ap-6075	201	29	array	array	NOUN
ap-6075	201	30	is	be	AUX
ap-6075	201	31	allocated	allocate	VERB
ap-6075	201	32	on	on	ADP
ap-6075	201	33	the	the	DET
ap-6075	201	34	host	host	NOUN
ap-6075	201	35	.	.	PUNCT
ap-6075	202	1	a	a	DET
ap-6075	202	2	method	method	NOUN
ap-6075	202	3	bind	bind	NOUN
ap-6075	202	4	takes	take	VERB
ap-6075	202	5	a	a	DET
ap-6075	202	6	pointer	pointer	NOUN
ap-6075	202	7	to	to	ADP
ap-6075	202	8	an	an	DET
ap-6075	202	9	array	array	NOUN
ap-6075	202	10	of	of	ADP
ap-6075	202	11	given	give	VERB
ap-6075	202	12	size	size	NOUN
ap-6075	202	13	or	or	CCONJ
ap-6075	202	14	an	an	DET
ap-6075	202	15	instance	instance	NOUN
ap-6075	202	16	of	of	ADP
ap-6075	202	17	another	another	DET
ap-6075	202	18	array	array	NOUN
ap-6075	202	19	.	.	PUNCT
ap-6075	203	1	an	an	DET
ap-6075	203	2	array	array	NOUN
ap-6075	203	3	adopted	adopt	VERB
ap-6075	203	4	in	in	ADP
ap-6075	203	5	this	this	DET
ap-6075	203	6	way	way	NOUN
ap-6075	203	7	is	be	AUX
ap-6075	203	8	not	not	PART
ap-6075	203	9	being	be	AUX
ap-6075	203	10	deallocated	deallocate	VERB
ap-6075	203	11	in	in	ADP
ap-6075	203	12	the	the	DET
ap-6075	203	13	array	array	NOUN
ap-6075	203	14	destructor	destructor	NOUN
ap-6075	203	15	.	.	PUNCT
ap-6075	204	1	such	such	ADJ
ap-6075	204	2	mechanism	mechanism	NOUN
ap-6075	204	3	serves	serve	VERB
ap-6075	204	4	for	for	ADP
ap-6075	204	5	data	datum	NOUN
ap-6075	204	6	sharing	sharing	NOUN
ap-6075	204	7	between	between	ADP
ap-6075	204	8	more	more	ADJ
ap-6075	204	9	arrays	array	NOUN
ap-6075	204	10	or	or	CCONJ
ap-6075	204	11	for	for	ADP
ap-6075	204	12	wrapping	wrapping	NOUN
ap-6075	204	13	of	of	ADP
ap-6075	204	14	data	datum	NOUN
ap-6075	204	15	allocated	allocate	VERB
ap-6075	204	16	outside	outside	ADP
ap-6075	204	17	of	of	ADP
ap-6075	204	18	tnl	tnl	PROPN
ap-6075	204	19	.	.	PUNCT
ap-6075	205	1	it	it	PRON
ap-6075	205	2	also	also	ADV
ap-6075	205	3	serves	serve	VERB
ap-6075	205	4	for	for	ADP
ap-6075	205	5	the	the	DET
ap-6075	205	6	partitioning	partitioning	NOUN
ap-6075	205	7	of	of	ADP
ap-6075	205	8	large	large	ADJ
ap-6075	205	9	arrays	array	NOUN
ap-6075	205	10	into	into	ADP
ap-6075	205	11	a	a	DET
ap-6075	205	12	set	set	NOUN
ap-6075	205	13	of	of	ADP
ap-6075	205	14	smaller	small	ADJ
ap-6075	205	15	ones	one	NOUN
ap-6075	205	16	while	while	SCONJ
ap-6075	205	17	keeping	keep	VERB
ap-6075	205	18	them	they	PRON
ap-6075	205	19	allocated	allocate	VERB
ap-6075	205	20	as	as	ADP
ap-6075	205	21	one	one	NUM
ap-6075	205	22	continuous	continuous	ADJ
ap-6075	205	23	block	block	NOUN
ap-6075	205	24	in	in	ADP
ap-6075	205	25	the	the	DET
ap-6075	205	26	memory	memory	NOUN
ap-6075	205	27	.	.	PUNCT
ap-6075	206	1	vectors	vector	NOUN
ap-6075	206	2	(	(	PUNCT
ap-6075	206	3	tnl::containers::vector	tnl::containers::vector	NOUN
ap-6075	206	4	<	<	X
ap-6075	206	5	real	real	ADJ
ap-6075	206	6	,	,	PUNCT
ap-6075	206	7	device	device	NOUN
ap-6075	206	8	,	,	PUNCT
ap-6075	206	9	index	index	NOUN
ap-6075	206	10	,	,	PUNCT
ap-6075	206	11	allocator	allocator	NOUN
ap-6075	206	12	>	>	PUNCT
ap-6075	206	13	)	)	PUNCT
ap-6075	206	14	,	,	PUNCT
ap-6075	206	15	in	in	ADP
ap-6075	206	16	tnl	tnl	NOUN
ap-6075	206	17	,	,	PUNCT
ap-6075	206	18	extend	extend	NOUN
ap-6075	206	19	arrays	array	NOUN
ap-6075	206	20	with	with	ADP
ap-6075	206	21	vector	vector	NOUN
ap-6075	206	22	operations	operation	NOUN
ap-6075	206	23	from	from	ADP
ap-6075	206	24	the	the	DET
ap-6075	206	25	linear	linear	PROPN
ap-6075	206	26	algebra	algebra	NOUN
ap-6075	206	27	like	like	ADP
ap-6075	206	28	vector	vector	NOUN
ap-6075	206	29	addition	addition	NOUN
ap-6075	206	30	,	,	PUNCT
ap-6075	206	31	scalar	scalar	ADJ
ap-6075	206	32	products	product	NOUN
ap-6075	206	33	,	,	PUNCT
ap-6075	206	34	norms	norm	NOUN
ap-6075	206	35	,	,	PUNCT
ap-6075	206	36	but	but	CCONJ
ap-6075	206	37	also	also	ADV
ap-6075	206	38	prefix	prefix	ADJ
ap-6075	206	39	-	-	PUNCT
ap-6075	206	40	sum	sum	NOUN
ap-6075	206	41	(	(	PUNCT
ap-6075	206	42	scan	scan	NOUN
ap-6075	206	43	)	)	PUNCT
ap-6075	207	1	[	[	X
ap-6075	207	2	9	9	NUM
ap-6075	207	3	]	]	PUNCT
ap-6075	207	4	.	.	PUNCT
ap-6075	208	1	the	the	DET
ap-6075	208	2	blas	blas	PROPN
ap-6075	208	3	level	level	NOUN
ap-6075	208	4	1	1	NUM
ap-6075	208	5	operations	operation	NOUN
ap-6075	208	6	are	be	AUX
ap-6075	208	7	handled	handle	VERB
ap-6075	208	8	by	by	ADP
ap-6075	208	9	expression	expression	NOUN
ap-6075	208	10	templates	template	NOUN
ap-6075	208	11	which	which	PRON
ap-6075	208	12	are	be	AUX
ap-6075	208	13	more	more	ADV
ap-6075	208	14	general	general	ADJ
ap-6075	208	15	and	and	CCONJ
ap-6075	208	16	user	user	NOUN
ap-6075	208	17	friendly	friendly	ADJ
ap-6075	208	18	with	with	ADP
ap-6075	208	19	no	no	DET
ap-6075	208	20	loss	loss	NOUN
ap-6075	208	21	of	of	ADP
ap-6075	208	22	performance	performance	NOUN
ap-6075	208	23	.	.	PUNCT
ap-6075	209	1	3.2	3.2	NUM
ap-6075	209	2	.	.	PUNCT
ap-6075	209	3	matrices	matrice	VERB
ap-6075	209	4	tnl	tnl	PROPN
ap-6075	209	5	supports	support	VERB
ap-6075	209	6	dense	dense	ADJ
ap-6075	209	7	matrices	matrix	NOUN
ap-6075	209	8	as	as	ADV
ap-6075	209	9	well	well	ADV
ap-6075	209	10	as	as	ADP
ap-6075	209	11	several	several	ADJ
ap-6075	209	12	formats	format	NOUN
ap-6075	209	13	for	for	ADP
ap-6075	209	14	the	the	DET
ap-6075	209	15	sparse	sparse	ADJ
ap-6075	209	16	ones	one	NOUN
ap-6075	209	17	(	(	PUNCT
ap-6075	209	18	in	in	ADP
ap-6075	209	19	namespace	namespace	NOUN
ap-6075	209	20	tnl::matrices	tnl::matrice	NOUN
ap-6075	209	21	)	)	PUNCT
ap-6075	209	22	.	.	PUNCT
ap-6075	210	1	all	all	DET
ap-6075	210	2	formats	format	NOUN
ap-6075	210	3	are	be	AUX
ap-6075	210	4	available	available	ADJ
ap-6075	210	5	for	for	ADP
ap-6075	210	6	both	both	PRON
ap-6075	210	7	,	,	PUNCT
ap-6075	210	8	the	the	DET
ap-6075	210	9	host	host	NOUN
ap-6075	210	10	system	system	NOUN
ap-6075	210	11	and	and	CCONJ
ap-6075	210	12	the	the	DET
ap-6075	210	13	cuda	cuda	NOUN
ap-6075	210	14	device	device	NOUN
ap-6075	210	15	.	.	PUNCT
ap-6075	211	1	optimized	optimize	VERB
ap-6075	211	2	sparse	sparse	ADJ
ap-6075	211	3	matrix	matrix	NOUN
ap-6075	211	4	formats	format	NOUN
ap-6075	211	5	are	be	AUX
ap-6075	211	6	crucial	crucial	ADJ
ap-6075	211	7	especially	especially	ADV
ap-6075	211	8	for	for	ADP
ap-6075	211	9	good	good	ADJ
ap-6075	211	10	efficiency	efficiency	NOUN
ap-6075	211	11	of	of	ADP
ap-6075	211	12	the	the	DET
ap-6075	211	13	gpu	gpu	NOUN
ap-6075	211	14	solvers	solver	NOUN
ap-6075	211	15	.	.	PUNCT
ap-6075	212	1	the	the	DET
ap-6075	212	2	user	user	NOUN
ap-6075	212	3	may	may	AUX
ap-6075	212	4	choose	choose	VERB
ap-6075	212	5	between	between	ADP
ap-6075	212	6	tridiagonal	tridiagonal	ADJ
ap-6075	212	7	and	and	CCONJ
ap-6075	212	8	multi	multi	ADJ
ap-6075	212	9	-	-	ADJ
ap-6075	212	10	diagonal	diagonal	ADJ
ap-6075	212	11	matrices	matrix	NOUN
ap-6075	212	12	,	,	PUNCT
ap-6075	212	13	ellpack	ellpack	NOUN
ap-6075	212	14	format	format	NOUN
ap-6075	212	15	[	[	X
ap-6075	212	16	10	10	NUM
ap-6075	212	17	]	]	PUNCT
ap-6075	212	18	,	,	PUNCT
ap-6075	212	19	sliced	slice	VERB
ap-6075	212	20	ellpack	ellpack	NOUN
ap-6075	212	21	format	format	NOUN
ap-6075	212	22	[	[	X
ap-6075	212	23	11	11	NUM
ap-6075	212	24	,	,	PUNCT
ap-6075	212	25	12]1	12]1	NUM
ap-6075	212	26	,	,	PUNCT
ap-6075	212	27	chunked	chunk	VERB
ap-6075	212	28	ellpack	ellpack	NOUN
ap-6075	212	29	format	format	NOUN
ap-6075	212	30	[	[	X
ap-6075	212	31	13	13	NUM
ap-6075	212	32	]	]	PUNCT
ap-6075	212	33	,	,	PUNCT
ap-6075	212	34	biell	biell	NOUN
ap-6075	212	35	format	format	NOUN
ap-6075	212	36	[	[	X
ap-6075	212	37	14	14	NUM
ap-6075	212	38	]	]	PUNCT
ap-6075	212	39	and	and	CCONJ
ap-6075	212	40	csr	csr	NOUN
ap-6075	212	41	format	format	NOUN
ap-6075	212	42	(	(	PUNCT
ap-6075	212	43	for	for	ADP
ap-6075	212	44	the	the	DET
ap-6075	212	45	gpu	gpu	PROPN
ap-6075	212	46	,	,	PUNCT
ap-6075	212	47	it	it	PRON
ap-6075	212	48	is	be	AUX
ap-6075	212	49	currently	currently	ADV
ap-6075	212	50	in	in	ADP
ap-6075	212	51	experimental	experimental	ADJ
ap-6075	212	52	form	form	NOUN
ap-6075	212	53	)	)	PUNCT
ap-6075	212	54	.	.	PUNCT
ap-6075	213	1	the	the	DET
ap-6075	213	2	sparse	sparse	ADJ
ap-6075	213	3	matrix	matrix	NOUN
ap-6075	213	4	formats	format	NOUN
ap-6075	213	5	are	be	AUX
ap-6075	213	6	usually	usually	ADV
ap-6075	213	7	optimized	optimize	VERB
ap-6075	213	8	for	for	ADP
ap-6075	213	9	the	the	DET
ap-6075	213	10	matrix	matrix	NOUN
ap-6075	213	11	-	-	PUNCT
ap-6075	213	12	vector	vector	NOUN
ap-6075	213	13	multiplication	multiplication	NOUN
ap-6075	213	14	.	.	PUNCT
ap-6075	214	1	however	however	ADV
ap-6075	214	2	,	,	PUNCT
ap-6075	214	3	the	the	DET
ap-6075	214	4	matrix	matrix	NOUN
ap-6075	214	5	construction	construction	NOUN
ap-6075	214	6	time	time	NOUN
ap-6075	214	7	is	be	AUX
ap-6075	214	8	also	also	ADV
ap-6075	214	9	important	important	ADJ
ap-6075	214	10	,	,	PUNCT
ap-6075	214	11	especially	especially	ADV
ap-6075	214	12	for	for	ADP
ap-6075	214	13	non	non	ADJ
ap-6075	214	14	-	-	ADJ
ap-6075	214	15	linear	linear	ADJ
ap-6075	214	16	problems	problem	NOUN
ap-6075	214	17	where	where	SCONJ
ap-6075	214	18	the	the	DET
ap-6075	214	19	linear	linear	ADJ
ap-6075	214	20	system	system	NOUN
ap-6075	214	21	must	must	AUX
ap-6075	214	22	be	be	AUX
ap-6075	214	23	recomputed	recompute	VERB
ap-6075	214	24	in	in	ADP
ap-6075	214	25	each	each	DET
ap-6075	214	26	time	time	NOUN
ap-6075	214	27	step	step	NOUN
ap-6075	214	28	.	.	PUNCT
ap-6075	215	1	in	in	ADP
ap-6075	215	2	general	general	ADJ
ap-6075	215	3	,	,	PUNCT
ap-6075	215	4	the	the	DET
ap-6075	215	5	insertion	insertion	NOUN
ap-6075	215	6	of	of	ADP
ap-6075	215	7	a	a	DET
ap-6075	215	8	matrix	matrix	NOUN
ap-6075	215	9	element	element	NOUN
ap-6075	215	10	can	can	AUX
ap-6075	215	11	be	be	AUX
ap-6075	215	12	very	very	ADV
ap-6075	215	13	expansive	expansive	ADJ
ap-6075	215	14	for	for	ADP
ap-6075	215	15	the	the	DET
ap-6075	215	16	majority	majority	NOUN
ap-6075	215	17	of	of	ADP
ap-6075	215	18	the	the	DET
ap-6075	215	19	sparse	sparse	ADJ
ap-6075	215	20	matrix	matrix	NOUN
ap-6075	215	21	formats	format	NOUN
ap-6075	215	22	.	.	PUNCT
ap-6075	216	1	global	global	ADJ
ap-6075	216	2	changes	change	NOUN
ap-6075	216	3	of	of	ADP
ap-6075	216	4	the	the	DET
ap-6075	216	5	data	datum	NOUN
ap-6075	216	6	structure	structure	NOUN
ap-6075	216	7	or	or	CCONJ
ap-6075	216	8	even	even	ADV
ap-6075	216	9	reallocation	reallocation	NOUN
ap-6075	216	10	can	can	AUX
ap-6075	216	11	be	be	AUX
ap-6075	216	12	evoked	evoke	VERB
ap-6075	216	13	.	.	PUNCT
ap-6075	217	1	fortunately	fortunately	ADV
ap-6075	217	2	,	,	PUNCT
ap-6075	217	3	in	in	ADP
ap-6075	217	4	many	many	ADJ
ap-6075	217	5	applications	application	NOUN
ap-6075	217	6	the	the	DET
ap-6075	217	7	sparse	sparse	ADJ
ap-6075	217	8	matrix	matrix	NOUN
ap-6075	217	9	pattern	pattern	NOUN
ap-6075	217	10	does	do	AUX
ap-6075	217	11	not	not	PART
ap-6075	217	12	change	change	VERB
ap-6075	217	13	during	during	ADP
ap-6075	217	14	the	the	DET
ap-6075	217	15	computation	computation	NOUN
ap-6075	217	16	.	.	PUNCT
ap-6075	218	1	in	in	ADP
ap-6075	218	2	tnl	tnl	PROPN
ap-6075	218	3	,	,	PUNCT
ap-6075	218	4	the	the	DET
ap-6075	218	5	matrix	matrix	NOUN
ap-6075	218	6	assembling	assemble	VERB
ap-6075	218	7	process	process	NOUN
ap-6075	218	8	proceeds	proceed	NOUN
ap-6075	218	9	in	in	ADP
ap-6075	218	10	two	two	NUM
ap-6075	218	11	steps	step	NOUN
ap-6075	218	12	:	:	PUNCT
ap-6075	218	13	(	(	PUNCT
ap-6075	218	14	1	1	NUM
ap-6075	218	15	.	.	PUNCT
ap-6075	218	16	)	)	PUNCT
ap-6075	218	17	matrix	matrix	NOUN
ap-6075	218	18	format	format	NOUN
ap-6075	218	19	meta	meta	X
ap-6075	218	20	–	–	PUNCT
ap-6075	218	21	data	data	NOUN
ap-6075	218	22	initiation	initiation	NOUN
ap-6075	218	23	is	be	AUX
ap-6075	218	24	based	base	VERB
ap-6075	218	25	on	on	ADP
ap-6075	218	26	information	information	NOUN
ap-6075	218	27	about	about	ADP
ap-6075	218	28	the	the	DET
ap-6075	218	29	number	number	NOUN
ap-6075	218	30	of	of	ADP
ap-6075	218	31	non	non	ADJ
ap-6075	218	32	–	–	PUNCT
ap-6075	218	33	zero	zero	NUM
ap-6075	218	34	elements	element	NOUN
ap-6075	218	35	in	in	ADP
ap-6075	218	36	each	each	DET
ap-6075	218	37	row	row	NOUN
ap-6075	218	38	(	(	PUNCT
ap-6075	218	39	we	we	PRON
ap-6075	218	40	refer	refer	VERB
ap-6075	218	41	to	to	ADP
ap-6075	218	42	it	it	PRON
ap-6075	218	43	as	as	SCONJ
ap-6075	218	44	compressed	compress	VERB
ap-6075	218	45	row	row	NOUN
ap-6075	218	46	lengths	length	NOUN
ap-6075	218	47	or	or	CCONJ
ap-6075	218	48	matrix	matrix	NOUN
ap-6075	218	49	row	row	NOUN
ap-6075	218	50	capacities	capacity	NOUN
ap-6075	218	51	)	)	PUNCT
ap-6075	218	52	.	.	PUNCT
ap-6075	219	1	the	the	DET
ap-6075	219	2	user	user	NOUN
ap-6075	219	3	calls	call	VERB
ap-6075	219	4	a	a	DET
ap-6075	219	5	method	method	NOUN
ap-6075	219	6	setcompressedrowlengths	setcompressedrowlength	NOUN
ap-6075	219	7	which	which	PRON
ap-6075	219	8	accepts	accept	VERB
ap-6075	219	9	a	a	DET
ap-6075	219	10	vector	vector	NOUN
ap-6075	219	11	having	have	VERB
ap-6075	219	12	the	the	DET
ap-6075	219	13	same	same	ADJ
ap-6075	219	14	size	size	NOUN
ap-6075	219	15	as	as	ADP
ap-6075	219	16	the	the	DET
ap-6075	219	17	number	number	NOUN
ap-6075	219	18	of	of	ADP
ap-6075	219	19	matrix	matrix	NOUN
ap-6075	219	20	rows	row	NOUN
ap-6075	219	21	.	.	PUNCT
ap-6075	220	1	i	i	PRON
ap-6075	220	2	-	-	PUNCT
ap-6075	220	3	th	th	X
ap-6075	220	4	element	element	NOUN
ap-6075	220	5	of	of	ADP
ap-6075	220	6	the	the	DET
ap-6075	220	7	vector	vector	NOUN
ap-6075	220	8	says	say	VERB
ap-6075	220	9	the	the	DET
ap-6075	220	10	number	number	NOUN
ap-6075	220	11	of	of	ADP
ap-6075	220	12	nonzero	nonzero	ADJ
ap-6075	220	13	elements	element	NOUN
ap-6075	220	14	in	in	ADP
ap-6075	220	15	i	i	PROPN
ap-6075	220	16	-	-	PUNCT
ap-6075	220	17	th	th	X
ap-6075	220	18	row	row	NOUN
ap-6075	220	19	.	.	PUNCT
ap-6075	221	1	the	the	DET
ap-6075	221	2	matrix	matrix	NOUN
ap-6075	221	3	format	format	NOUN
ap-6075	221	4	is	be	AUX
ap-6075	221	5	initialized	initialize	VERB
ap-6075	221	6	based	base	VERB
ap-6075	221	7	on	on	ADP
ap-6075	221	8	this	this	DET
ap-6075	221	9	information	information	NOUN
ap-6075	221	10	.	.	PUNCT
ap-6075	222	1	most	most	ADV
ap-6075	222	2	importantly	importantly	ADV
ap-6075	222	3	,	,	PUNCT
ap-6075	222	4	it	it	PRON
ap-6075	222	5	means	mean	VERB
ap-6075	222	6	that	that	SCONJ
ap-6075	222	7	the	the	DET
ap-6075	222	8	necessary	necessary	ADJ
ap-6075	222	9	memory	memory	NOUN
ap-6075	222	10	for	for	ADP
ap-6075	222	11	each	each	DET
ap-6075	222	12	matrix	matrix	NOUN
ap-6075	222	13	row	row	NOUN
ap-6075	222	14	is	be	AUX
ap-6075	222	15	allocated	allocate	VERB
ap-6075	222	16	.	.	PUNCT
ap-6075	223	1	if	if	SCONJ
ap-6075	223	2	the	the	DET
ap-6075	223	3	matrix	matrix	NOUN
ap-6075	223	4	pattern	pattern	NOUN
ap-6075	223	5	does	do	AUX
ap-6075	223	6	not	not	PART
ap-6075	223	7	change	change	VERB
ap-6075	223	8	,	,	PUNCT
ap-6075	223	9	this	this	DET
ap-6075	223	10	method	method	NOUN
ap-6075	223	11	can	can	AUX
ap-6075	223	12	be	be	AUX
ap-6075	223	13	called	call	VERB
ap-6075	223	14	only	only	ADV
ap-6075	223	15	once	once	ADV
ap-6075	223	16	.	.	PUNCT
ap-6075	224	1	(	(	PUNCT
ap-6075	224	2	2	2	NUM
ap-6075	224	3	.	.	PUNCT
ap-6075	224	4	)	)	PUNCT
ap-6075	224	5	matrix	matrix	NOUN
ap-6075	224	6	elements	element	NOUN
ap-6075	224	7	insertion	insertion	NOUN
ap-6075	224	8	consists	consist	VERB
ap-6075	224	9	of	of	ADP
ap-6075	224	10	the	the	DET
ap-6075	224	11	non	non	ADJ
ap-6075	224	12	–	–	PUNCT
ap-6075	224	13	zero	zero	NUM
ap-6075	224	14	matrix	matrix	NOUN
ap-6075	224	15	elements	element	NOUN
ap-6075	224	16	insertion	insertion	NOUN
ap-6075	224	17	.	.	PUNCT
ap-6075	225	1	since	since	SCONJ
ap-6075	225	2	the	the	DET
ap-6075	225	3	necessary	necessary	ADJ
ap-6075	225	4	1	1	NUM
ap-6075	225	5	in	in	ADP
ap-6075	225	6	[	[	PUNCT
ap-6075	225	7	11	11	NUM
ap-6075	225	8	]	]	PUNCT
ap-6075	225	9	,	,	PUNCT
ap-6075	225	10	we	we	PRON
ap-6075	225	11	referred	refer	VERB
ap-6075	225	12	the	the	DET
ap-6075	225	13	sliced	slice	VERB
ap-6075	225	14	ellpack	ellpack	NOUN
ap-6075	225	15	format	format	NOUN
ap-6075	225	16	as	as	SCONJ
ap-6075	225	17	rowgrouped	rowgroupe	VERB
ap-6075	225	18	csr	csr	PROPN
ap-6075	225	19	.	.	PUNCT
ap-6075	226	1	it	it	PRON
ap-6075	226	2	is	be	AUX
ap-6075	226	3	,	,	PUNCT
ap-6075	226	4	however	however	ADV
ap-6075	226	5	,	,	PUNCT
ap-6075	226	6	almost	almost	ADV
ap-6075	226	7	identical	identical	ADJ
ap-6075	226	8	as	as	SCONJ
ap-6075	226	9	sliced	slice	VERB
ap-6075	226	10	ellpack	ellpack	NOUN
ap-6075	226	11	from	from	ADP
ap-6075	226	12	[	[	X
ap-6075	226	13	12	12	NUM
ap-6075	226	14	]	]	PUNCT
ap-6075	226	15	and	and	CCONJ
ap-6075	226	16	since	since	SCONJ
ap-6075	226	17	it	it	PRON
ap-6075	226	18	uses	use	VERB
ap-6075	226	19	padding	padding	NOUN
ap-6075	226	20	zeros	zero	NOUN
ap-6075	226	21	,	,	PUNCT
ap-6075	226	22	the	the	DET
ap-6075	226	23	name	name	NOUN
ap-6075	226	24	ellpack	ellpack	NOUN
ap-6075	226	25	seems	seem	VERB
ap-6075	226	26	to	to	PART
ap-6075	226	27	be	be	AUX
ap-6075	226	28	more	more	ADV
ap-6075	226	29	convenient	convenient	ADJ
ap-6075	226	30	.	.	PUNCT
ap-6075	227	1	124	124	NUM
ap-6075	227	2	vol	vol	NOUN
ap-6075	227	3	.	.	PUNCT
ap-6075	228	1	61	61	NUM
ap-6075	228	2	special	special	ADJ
ap-6075	228	3	issue/2021	issue/2021	NOUN
ap-6075	228	4	tnl	tnl	PROPN
ap-6075	228	5	:	:	PUNCT
ap-6075	228	6	numerical	numerical	PROPN
ap-6075	228	7	library	library	NOUN
ap-6075	228	8	for	for	ADP
ap-6075	228	9	modern	modern	ADJ
ap-6075	228	10	parallel	parallel	ADJ
ap-6075	228	11	architectures	architecture	NOUN
ap-6075	228	12	memory	memory	NOUN
ap-6075	228	13	for	for	ADP
ap-6075	228	14	each	each	DET
ap-6075	228	15	row	row	NOUN
ap-6075	228	16	is	be	AUX
ap-6075	228	17	already	already	ADV
ap-6075	228	18	allocated	allocate	VERB
ap-6075	228	19	,	,	PUNCT
ap-6075	228	20	this	this	PRON
ap-6075	228	21	can	can	AUX
ap-6075	228	22	be	be	AUX
ap-6075	228	23	done	do	VERB
ap-6075	228	24	in	in	ADP
ap-6075	228	25	parallel	parallel	NOUN
ap-6075	228	26	.	.	PUNCT
ap-6075	229	1	each	each	DET
ap-6075	229	2	row	row	NOUN
ap-6075	229	3	can	can	AUX
ap-6075	229	4	only	only	ADV
ap-6075	229	5	have	have	VERB
ap-6075	229	6	as	as	ADV
ap-6075	229	7	many	many	ADJ
ap-6075	229	8	non	non	ADJ
ap-6075	229	9	-	-	ADJ
ap-6075	229	10	zero	zero	NUM
ap-6075	229	11	elements	element	NOUN
ap-6075	229	12	as	as	SCONJ
ap-6075	229	13	its	its	PRON
ap-6075	229	14	capacity	capacity	NOUN
ap-6075	229	15	allows	allow	VERB
ap-6075	229	16	.	.	PUNCT
ap-6075	230	1	3.3	3.3	NUM
ap-6075	230	2	.	.	PUNCT
ap-6075	231	1	numerical	numerical	PROPN
ap-6075	231	2	meshes	mesh	NOUN
ap-6075	231	3	currently	currently	ADV
ap-6075	231	4	,	,	PUNCT
ap-6075	231	5	tnl	tnl	PROPN
ap-6075	231	6	supports	support	VERB
ap-6075	231	7	regular	regular	ADJ
ap-6075	231	8	orthogonal	orthogonal	ADJ
ap-6075	231	9	structured	structured	ADJ
ap-6075	231	10	grids	grid	NOUN
ap-6075	231	11	and	and	CCONJ
ap-6075	231	12	unstructured	unstructured	ADJ
ap-6075	231	13	conforming	conform	VERB
ap-6075	231	14	homogeneous	homogeneous	ADJ
ap-6075	231	15	meshes	mesh	NOUN
ap-6075	231	16	.	.	PUNCT
ap-6075	232	1	in	in	ADP
ap-6075	232	2	this	this	DET
ap-6075	232	3	paper	paper	NOUN
ap-6075	232	4	we	we	PRON
ap-6075	232	5	deal	deal	VERB
ap-6075	232	6	only	only	ADV
ap-6075	232	7	with	with	ADP
ap-6075	232	8	the	the	DET
ap-6075	232	9	regular	regular	ADJ
ap-6075	232	10	grids	grid	NOUN
ap-6075	232	11	.	.	PUNCT
ap-6075	233	1	computational	computational	ADJ
ap-6075	233	2	results	result	NOUN
ap-6075	233	3	obtained	obtain	VERB
ap-6075	233	4	with	with	ADP
ap-6075	233	5	multidimensional	multidimensional	ADJ
ap-6075	233	6	mixed	mix	VERB
ap-6075	233	7	-	-	PUNCT
ap-6075	233	8	hybrid	hybrid	ADJ
ap-6075	233	9	finite	finite	NOUN
ap-6075	233	10	element	element	NOUN
ap-6075	233	11	method	method	NOUN
ap-6075	233	12	on	on	ADP
ap-6075	233	13	both	both	CCONJ
ap-6075	233	14	structured	structured	ADJ
ap-6075	233	15	and	and	CCONJ
ap-6075	233	16	unstructured	unstructured	ADJ
ap-6075	233	17	meshes	mesh	NOUN
ap-6075	233	18	were	be	AUX
ap-6075	233	19	presented	present	VERB
ap-6075	233	20	in	in	ADP
ap-6075	233	21	[	[	X
ap-6075	233	22	15	15	NUM
ap-6075	233	23	]	]	PUNCT
ap-6075	233	24	.	.	PUNCT
ap-6075	234	1	the	the	DET
ap-6075	234	2	regular	regular	ADJ
ap-6075	234	3	orthogonal	orthogonal	ADJ
ap-6075	234	4	grids	grid	NOUN
ap-6075	234	5	are	be	AUX
ap-6075	234	6	one	one	NUM
ap-6075	234	7	,	,	PUNCT
ap-6075	234	8	two	two	NUM
ap-6075	234	9	and	and	CCONJ
ap-6075	234	10	three	three	NUM
ap-6075	234	11	dimensional	dimensional	ADJ
ap-6075	234	12	–	–	PUNCT
ap-6075	234	13	tnl::meshes::grid	tnl::meshes::grid	ADJ
ap-6075	234	14	<	<	X
ap-6075	234	15	dimension	dimension	NOUN
ap-6075	234	16	,	,	PUNCT
ap-6075	234	17	real	real	ADJ
ap-6075	234	18	,	,	PUNCT
ap-6075	234	19	device	device	NOUN
ap-6075	234	20	,	,	PUNCT
ap-6075	234	21	index	index	NOUN
ap-6075	234	22	>	>	PUNCT
ap-6075	234	23	.	.	PUNCT
ap-6075	235	1	the	the	DET
ap-6075	235	2	template	template	NOUN
ap-6075	235	3	parameter	parameter	NOUN
ap-6075	235	4	dimension	dimension	NOUN
ap-6075	235	5	corresponds	correspond	VERB
ap-6075	235	6	to	to	ADP
ap-6075	235	7	the	the	DET
ap-6075	235	8	grid	grid	NOUN
ap-6075	235	9	dimension	dimension	NOUN
ap-6075	235	10	.	.	PUNCT
ap-6075	236	1	the	the	DET
ap-6075	236	2	others	other	NOUN
ap-6075	236	3	are	be	AUX
ap-6075	236	4	described	describe	VERB
ap-6075	236	5	at	at	ADP
ap-6075	236	6	the	the	DET
ap-6075	236	7	beginning	beginning	NOUN
ap-6075	236	8	of	of	ADP
ap-6075	236	9	section	section	NOUN
ap-6075	236	10	3	3	NUM
ap-6075	236	11	.	.	PUNCT
ap-6075	237	1	the	the	DET
ap-6075	237	2	grid	grid	NOUN
ap-6075	237	3	consists	consist	VERB
ap-6075	237	4	of	of	ADP
ap-6075	237	5	mesh	mesh	NOUN
ap-6075	237	6	entities	entity	NOUN
ap-6075	237	7	.	.	PUNCT
ap-6075	238	1	mesh	mesh	NOUN
ap-6075	238	2	entity	entity	NOUN
ap-6075	238	3	with	with	ADP
ap-6075	238	4	topological	topological	ADJ
ap-6075	238	5	dimension	dimension	NOUN
ap-6075	238	6	0	0	PUNCT
ap-6075	238	7	is	be	AUX
ap-6075	238	8	a	a	DET
ap-6075	238	9	vertex	vertex	NOUN
ap-6075	238	10	,	,	PUNCT
ap-6075	238	11	mesh	mesh	NOUN
ap-6075	238	12	entity	entity	NOUN
ap-6075	238	13	with	with	ADP
ap-6075	238	14	the	the	DET
ap-6075	238	15	same	same	ADJ
ap-6075	238	16	topological	topological	ADJ
ap-6075	238	17	dimension	dimension	NOUN
ap-6075	238	18	as	as	SCONJ
ap-6075	238	19	the	the	DET
ap-6075	238	20	mesh	mesh	NOUN
ap-6075	238	21	itself	itself	PRON
ap-6075	238	22	is	be	AUX
ap-6075	238	23	a	a	DET
ap-6075	238	24	cell	cell	NOUN
ap-6075	238	25	.	.	PUNCT
ap-6075	239	1	each	each	DET
ap-6075	239	2	cell	cell	NOUN
ap-6075	239	3	has	have	VERB
ap-6075	239	4	a	a	DET
ap-6075	239	5	boundary	boundary	ADJ
ap-6075	239	6	made	make	VERB
ap-6075	239	7	of	of	ADP
ap-6075	239	8	faces	face	NOUN
ap-6075	239	9	,	,	PUNCT
ap-6075	239	10	i.e.	i.e.	X
ap-6075	239	11	mesh	mesh	NOUN
ap-6075	239	12	entities	entity	NOUN
ap-6075	239	13	having	have	VERB
ap-6075	239	14	topological	topological	ADJ
ap-6075	239	15	dimension	dimension	NOUN
ap-6075	239	16	dimension-1	dimension-1	PROPN
ap-6075	239	17	.	.	PUNCT
ap-6075	240	1	in	in	ADP
ap-6075	240	2	3d	3d	NUM
ap-6075	240	3	,	,	PUNCT
ap-6075	240	4	each	each	DET
ap-6075	240	5	face	face	NOUN
ap-6075	240	6	has	have	VERB
ap-6075	240	7	a	a	DET
ap-6075	240	8	boundary	boundary	ADJ
ap-6075	240	9	consisting	consist	VERB
ap-6075	240	10	of	of	ADP
ap-6075	240	11	1	1	NUM
ap-6075	240	12	-	-	PUNCT
ap-6075	240	13	dimensional	dimensional	ADJ
ap-6075	240	14	edges	edge	NOUN
ap-6075	240	15	.	.	PUNCT
ap-6075	241	1	within	within	ADP
ap-6075	241	2	all	all	DET
ap-6075	241	3	mesh	mesh	NOUN
ap-6075	241	4	entities	entity	NOUN
ap-6075	241	5	having	have	VERB
ap-6075	241	6	the	the	DET
ap-6075	241	7	same	same	ADJ
ap-6075	241	8	dimension	dimension	NOUN
ap-6075	241	9	,	,	PUNCT
ap-6075	241	10	each	each	DET
ap-6075	241	11	mesh	mesh	NOUN
ap-6075	241	12	entity	entity	NOUN
ap-6075	241	13	has	have	VERB
ap-6075	241	14	a	a	DET
ap-6075	241	15	unique	unique	ADJ
ap-6075	241	16	index	index	NOUN
ap-6075	241	17	and	and	CCONJ
ap-6075	241	18	coordinates	coordinate	NOUN
ap-6075	241	19	as	as	SCONJ
ap-6075	241	20	depicted	depict	VERB
ap-6075	241	21	on	on	ADP
ap-6075	241	22	the	the	DET
ap-6075	241	23	figure	figure	NOUN
ap-6075	241	24	1	1	NUM
ap-6075	241	25	.	.	PUNCT
ap-6075	242	1	in	in	ADP
ap-6075	242	2	2d	2d	NUM
ap-6075	242	3	,	,	PUNCT
ap-6075	242	4	we	we	PRON
ap-6075	242	5	have	have	VERB
ap-6075	242	6	two	two	NUM
ap-6075	242	7	kinds	kind	NOUN
ap-6075	242	8	of	of	ADP
ap-6075	242	9	faces	face	NOUN
ap-6075	242	10	–	–	PUNCT
ap-6075	242	11	those	those	PRON
ap-6075	242	12	parallel	parallel	ADJ
ap-6075	242	13	to	to	ADP
ap-6075	242	14	the	the	DET
ap-6075	242	15	x	x	NOUN
ap-6075	242	16	-	-	NOUN
ap-6075	242	17	axis	axis	ADJ
ap-6075	242	18	(	(	PUNCT
ap-6075	242	19	marked	mark	VERB
ap-6075	242	20	with	with	ADP
ap-6075	242	21	light	light	ADJ
ap-6075	242	22	gray	gray	NOUN
ap-6075	242	23	)	)	PUNCT
ap-6075	242	24	and	and	CCONJ
ap-6075	242	25	those	those	PRON
ap-6075	242	26	parallel	parallel	ADJ
ap-6075	242	27	to	to	ADP
ap-6075	242	28	the	the	DET
ap-6075	242	29	y	y	NOUN
ap-6075	242	30	-	-	PUNCT
ap-6075	242	31	axis	axis	NOUN
ap-6075	242	32	(	(	PUNCT
ap-6075	242	33	marked	mark	VERB
ap-6075	242	34	with	with	ADP
ap-6075	242	35	dark	dark	ADJ
ap-6075	242	36	gray	gray	NOUN
ap-6075	242	37	)	)	PUNCT
ap-6075	242	38	.	.	PUNCT
ap-6075	243	1	they	they	PRON
ap-6075	243	2	can	can	AUX
ap-6075	243	3	be	be	AUX
ap-6075	243	4	distinguished	distinguish	VERB
ap-6075	243	5	by	by	ADP
ap-6075	243	6	its	its	PRON
ap-6075	243	7	index	index	NOUN
ap-6075	243	8	–	–	PUNCT
ap-6075	243	9	the	the	DET
ap-6075	243	10	faces	face	NOUN
ap-6075	243	11	parallel	parallel	VERB
ap-6075	243	12	to	to	ADP
ap-6075	243	13	the	the	DET
ap-6075	243	14	x	x	NOUN
ap-6075	243	15	-	-	ADJ
ap-6075	243	16	axis	axis	NOUN
ap-6075	243	17	are	be	AUX
ap-6075	243	18	indexed	index	VERB
ap-6075	243	19	first	first	ADV
ap-6075	243	20	(	(	PUNCT
ap-6075	243	21	indexes	index	NOUN
ap-6075	243	22	0−	0−	NUM
ap-6075	243	23	11	11	NUM
ap-6075	243	24	)	)	PUNCT
ap-6075	243	25	,	,	PUNCT
ap-6075	243	26	followed	follow	VERB
ap-6075	243	27	by	by	ADP
ap-6075	243	28	faces	face	NOUN
ap-6075	243	29	parallel	parallel	ADJ
ap-6075	243	30	to	to	ADP
ap-6075	243	31	the	the	DET
ap-6075	243	32	y	y	NOUN
ap-6075	243	33	-	-	PUNCT
ap-6075	243	34	axis	axis	NOUN
ap-6075	243	35	(	(	PUNCT
ap-6075	243	36	indexes	index	NOUN
ap-6075	243	37	12	12	NUM
ap-6075	243	38	−	−	NOUN
ap-6075	243	39	23	23	NUM
ap-6075	243	40	)	)	PUNCT
ap-6075	243	41	–	–	PUNCT
ap-6075	243	42	and	and	CCONJ
ap-6075	243	43	their	their	PRON
ap-6075	243	44	orientation	orientation	NOUN
ap-6075	243	45	defined	define	VERB
ap-6075	243	46	by	by	ADP
ap-6075	243	47	the	the	DET
ap-6075	243	48	unit	unit	NOUN
ap-6075	243	49	normal	normal	ADJ
ap-6075	243	50	.	.	PUNCT
ap-6075	244	1	this	this	PRON
ap-6075	244	2	similarly	similarly	ADV
ap-6075	244	3	holds	hold	VERB
ap-6075	244	4	for	for	ADP
ap-6075	244	5	edges	edge	NOUN
ap-6075	244	6	in	in	ADP
ap-6075	244	7	3d	3d	NUM
ap-6075	244	8	,	,	PUNCT
ap-6075	244	9	whose	whose	DET
ap-6075	244	10	orientation	orientation	NOUN
ap-6075	244	11	is	be	AUX
ap-6075	244	12	given	give	VERB
ap-6075	244	13	by	by	ADP
ap-6075	244	14	the	the	DET
ap-6075	244	15	axis	axis	NOUN
ap-6075	244	16	they	they	PRON
ap-6075	244	17	are	be	AUX
ap-6075	244	18	parallel	parallel	ADJ
ap-6075	244	19	to	to	ADP
ap-6075	244	20	.	.	PUNCT
ap-6075	245	1	a	a	DET
ap-6075	245	2	mesh	mesh	NOUN
ap-6075	245	3	entity	entity	NOUN
ap-6075	245	4	may	may	AUX
ap-6075	245	5	be	be	AUX
ap-6075	245	6	obtained	obtain	VERB
ap-6075	245	7	using	use	VERB
ap-6075	245	8	the	the	DET
ap-6075	245	9	method	method	NOUN
ap-6075	245	10	getentity	getentity	NOUN
ap-6075	245	11	defined	define	VERB
ap-6075	245	12	in	in	ADP
ap-6075	245	13	tnl::meshes::grid	tnl::meshes::grid	NOUN
ap-6075	245	14	:	:	PUNCT
ap-6075	245	15	all	all	DET
ap-6075	245	16	information	information	NOUN
ap-6075	245	17	necessary	necessary	ADJ
ap-6075	245	18	for	for	SCONJ
ap-6075	245	19	a	a	DET
ap-6075	245	20	numerical	numerical	ADJ
ap-6075	245	21	scheme	scheme	NOUN
ap-6075	245	22	implementation	implementation	NOUN
ap-6075	245	23	is	be	AUX
ap-6075	245	24	accessible	accessible	ADJ
ap-6075	245	25	via	via	ADP
ap-6075	245	26	the	the	DET
ap-6075	245	27	meshentity	meshentity	NOUN
ap-6075	245	28	.	.	PUNCT
ap-6075	246	1	it	it	PRON
ap-6075	246	2	is	be	AUX
ap-6075	246	3	especially	especially	ADV
ap-6075	246	4	the	the	DET
ap-6075	246	5	mesh	mesh	NOUN
ap-6075	246	6	entity	entity	NOUN
ap-6075	246	7	center	center	NOUN
ap-6075	246	8	,	,	PUNCT
ap-6075	246	9	proportions	proportion	NOUN
ap-6075	246	10	,	,	PUNCT
ap-6075	246	11	measure	measure	NOUN
ap-6075	246	12	and	and	CCONJ
ap-6075	246	13	its	its	PRON
ap-6075	246	14	neighbor	neighbor	NOUN
ap-6075	246	15	entities	entity	NOUN
ap-6075	246	16	indexes	index	NOUN
ap-6075	246	17	.	.	PUNCT
ap-6075	247	1	there	there	PRON
ap-6075	247	2	are	be	VERB
ap-6075	247	3	several	several	ADJ
ap-6075	247	4	template	template	NOUN
ap-6075	247	5	specializations	specialization	NOUN
ap-6075	247	6	for	for	ADP
ap-6075	247	7	each	each	DET
ap-6075	247	8	type	type	NOUN
ap-6075	247	9	of	of	ADP
ap-6075	247	10	the	the	DET
ap-6075	247	11	mesh	mesh	NOUN
ap-6075	247	12	entity	entity	NOUN
ap-6075	247	13	depending	depend	VERB
ap-6075	247	14	on	on	ADP
ap-6075	247	15	what	what	DET
ap-6075	247	16	information	information	NOUN
ap-6075	247	17	is	be	AUX
ap-6075	247	18	precomputed	precompute	VERB
ap-6075	247	19	and	and	CCONJ
ap-6075	247	20	stored	store	VERB
ap-6075	247	21	for	for	ADP
ap-6075	247	22	repetitive	repetitive	ADJ
ap-6075	247	23	use	use	NOUN
ap-6075	247	24	in	in	ADP
ap-6075	247	25	the	the	DET
ap-6075	247	26	numerical	numerical	ADJ
ap-6075	247	27	scheme	scheme	NOUN
ap-6075	247	28	.	.	PUNCT
ap-6075	248	1	the	the	DET
ap-6075	248	2	following	follow	VERB
ap-6075	248	3	code	code	NOUN
ap-6075	248	4	snippet	snippet	NOUN
ap-6075	248	5	shows	show	VERB
ap-6075	248	6	how	how	SCONJ
ap-6075	248	7	to	to	PART
ap-6075	248	8	get	get	VERB
ap-6075	248	9	their	their	PRON
ap-6075	248	10	indexes	index	NOUN
ap-6075	248	11	in	in	ADP
ap-6075	248	12	case	case	NOUN
ap-6075	248	13	of	of	ADP
ap-6075	248	14	cells	cell	NOUN
ap-6075	248	15	:	:	PUNCT
ap-6075	248	16	3.4	3.4	NUM
ap-6075	248	17	.	.	PUNCT
ap-6075	249	1	solvers	solver	NOUN
ap-6075	249	2	tnl	tnl	PROPN
ap-6075	249	3	provides	provide	VERB
ap-6075	249	4	solvers	solver	NOUN
ap-6075	249	5	for	for	ADP
ap-6075	249	6	odes	ode	NOUN
ap-6075	249	7	and	and	CCONJ
ap-6075	249	8	systems	system	NOUN
ap-6075	249	9	of	of	ADP
ap-6075	249	10	odes	ode	NOUN
ap-6075	249	11	arising	arise	VERB
ap-6075	249	12	from	from	ADP
ap-6075	249	13	the	the	DET
ap-6075	249	14	method	method	NOUN
ap-6075	249	15	of	of	ADP
ap-6075	249	16	lines	line	NOUN
ap-6075	249	17	.	.	PUNCT
ap-6075	250	1	currently	currently	ADV
ap-6075	250	2	,	,	PUNCT
ap-6075	250	3	the	the	DET
ap-6075	250	4	user	user	NOUN
ap-6075	250	5	may	may	AUX
ap-6075	250	6	choose	choose	VERB
ap-6075	250	7	between	between	ADP
ap-6075	250	8	the	the	DET
ap-6075	250	9	first	first	ADJ
ap-6075	250	10	order	order	NOUN
ap-6075	250	11	accurate	accurate	PROPN
ap-6075	250	12	euler	euler	PROPN
ap-6075	250	13	solver	solver	PROPN
ap-6075	250	14	and	and	CCONJ
ap-6075	250	15	the	the	DET
ap-6075	250	16	fourth	fourth	ADJ
ap-6075	250	17	order	order	NOUN
ap-6075	250	18	runge	runge	NOUN
ap-6075	250	19	-	-	PUNCT
ap-6075	250	20	kutta	kutta	NOUN
ap-6075	250	21	-	-	PUNCT
ap-6075	250	22	merson	merson	NOUN
ap-6075	250	23	solver	solver	NOUN
ap-6075	251	1	[	[	X
ap-6075	251	2	16	16	NUM
ap-6075	251	3	]	]	PUNCT
ap-6075	251	4	with	with	ADP
ap-6075	251	5	an	an	DET
ap-6075	251	6	adaptive	adaptive	ADJ
ap-6075	251	7	time	time	NOUN
ap-6075	251	8	stepping	stepping	ADJ
ap-6075	251	9	.	.	PUNCT
ap-6075	252	1	both	both	PRON
ap-6075	252	2	may	may	AUX
ap-6075	252	3	run	run	VERB
ap-6075	252	4	on	on	ADP
ap-6075	252	5	the	the	DET
ap-6075	252	6	gpu	gpu	PROPN
ap-6075	252	7	.	.	PUNCT
ap-6075	253	1	systems	system	NOUN
ap-6075	253	2	of	of	ADP
ap-6075	253	3	linear	linear	PROPN
ap-6075	253	4	equations	equation	NOUN
ap-6075	253	5	can	can	AUX
ap-6075	253	6	be	be	AUX
ap-6075	253	7	solved	solve	VERB
ap-6075	253	8	by	by	ADP
ap-6075	253	9	several	several	ADJ
ap-6075	253	10	krylov	krylov	NOUN
ap-6075	253	11	subspace	subspace	NOUN
ap-6075	253	12	methods	method	NOUN
ap-6075	253	13	like	like	ADP
ap-6075	253	14	cg	cg	NOUN
ap-6075	253	15	,	,	PUNCT
ap-6075	253	16	bicgstab	bicgstab	NOUN
ap-6075	253	17	,	,	PUNCT
ap-6075	253	18	gmres	gmre	NOUN
ap-6075	253	19	and	and	CCONJ
ap-6075	253	20	tfqmr	tfqmr	PROPN
ap-6075	253	21	(	(	PUNCT
ap-6075	253	22	may	may	AUX
ap-6075	253	23	be	be	AUX
ap-6075	253	24	executed	execute	VERB
ap-6075	253	25	on	on	ADP
ap-6075	253	26	the	the	DET
ap-6075	253	27	gpu	gpu	NOUN
ap-6075	253	28	as	as	ADV
ap-6075	253	29	well	well	ADV
ap-6075	253	30	[	[	X
ap-6075	253	31	17	17	NUM
ap-6075	253	32	]	]	SYM
ap-6075	253	33	)	)	PUNCT
ap-6075	253	34	or	or	CCONJ
ap-6075	253	35	the	the	DET
ap-6075	253	36	stationary	stationary	ADJ
ap-6075	253	37	sor	sor	NOUN
ap-6075	253	38	method	method	NOUN
ap-6075	253	39	(	(	PUNCT
ap-6075	253	40	does	do	AUX
ap-6075	253	41	not	not	PART
ap-6075	253	42	run	run	VERB
ap-6075	253	43	on	on	ADP
ap-6075	253	44	the	the	DET
ap-6075	253	45	gpu	gpu	NOUN
ap-6075	253	46	yet	yet	ADV
ap-6075	253	47	)	)	PUNCT
ap-6075	253	48	.	.	PUNCT
ap-6075	254	1	(	(	PUNCT
ap-6075	254	2	0,0	0,0	NUM
ap-6075	254	3	)	)	PUNCT
ap-6075	254	4	(	(	PUNCT
ap-6075	254	5	1,0	1,0	NUM
ap-6075	254	6	)	)	PUNCT
ap-6075	254	7	(	(	PUNCT
ap-6075	254	8	2,0	2,0	NUM
ap-6075	254	9	)	)	PUNCT
ap-6075	254	10	(	(	PUNCT
ap-6075	254	11	0,1	0,1	NUM
ap-6075	254	12	)	)	PUNCT
ap-6075	254	13	(	(	PUNCT
ap-6075	254	14	1,1	1,1	NUM
ap-6075	254	15	)	)	PUNCT
ap-6075	254	16	(	(	PUNCT
ap-6075	254	17	2,1	2,1	NUM
ap-6075	254	18	)	)	PUNCT
ap-6075	254	19	(	(	PUNCT
ap-6075	254	20	0,2	0,2	NUM
ap-6075	254	21	)	)	PUNCT
ap-6075	254	22	(	(	PUNCT
ap-6075	254	23	1,2	1,2	NUM
ap-6075	254	24	)	)	PUNCT
ap-6075	254	25	(	(	PUNCT
ap-6075	254	26	2,2	2,2	NUM
ap-6075	254	27	)	)	PUNCT
ap-6075	254	28	(	(	PUNCT
ap-6075	254	29	0,0	0,0	NOUN
ap-6075	254	30	)	)	PUNCT
ap-6075	254	31	(	(	PUNCT
ap-6075	254	32	1,0	1,0	NUM
ap-6075	254	33	)	)	PUNCT
ap-6075	254	34	(	(	PUNCT
ap-6075	254	35	2,0	2,0	NUM
ap-6075	254	36	)	)	PUNCT
ap-6075	254	37	(	(	PUNCT
ap-6075	254	38	3,0	3,0	NUM
ap-6075	254	39	)	)	PUNCT
ap-6075	254	40	(	(	PUNCT
ap-6075	254	41	0,1	0,1	NUM
ap-6075	254	42	)	)	PUNCT
ap-6075	254	43	(	(	PUNCT
ap-6075	254	44	1,1	1,1	NUM
ap-6075	254	45	)	)	PUNCT
ap-6075	254	46	(	(	PUNCT
ap-6075	254	47	2,1	2,1	NUM
ap-6075	254	48	)	)	PUNCT
ap-6075	254	49	(	(	PUNCT
ap-6075	254	50	3,1	3,1	NUM
ap-6075	254	51	)	)	PUNCT
ap-6075	254	52	(	(	PUNCT
ap-6075	254	53	0,2	0,2	NUM
ap-6075	254	54	)	)	PUNCT
ap-6075	254	55	(	(	PUNCT
ap-6075	254	56	1,2	1,2	NUM
ap-6075	254	57	)	)	PUNCT
ap-6075	254	58	(	(	PUNCT
ap-6075	254	59	2,2	2,2	NUM
ap-6075	254	60	)	)	PUNCT
ap-6075	254	61	(	(	PUNCT
ap-6075	254	62	3,2	3,2	NUM
ap-6075	254	63	)	)	PUNCT
ap-6075	254	64	(	(	PUNCT
ap-6075	254	65	0,3	0,3	NUM
ap-6075	254	66	)	)	PUNCT
ap-6075	254	67	(	(	PUNCT
ap-6075	254	68	1,3	1,3	NUM
ap-6075	254	69	)	)	PUNCT
ap-6075	254	70	(	(	PUNCT
ap-6075	254	71	2,3	2,3	NUM
ap-6075	254	72	)	)	PUNCT
ap-6075	254	73	(	(	PUNCT
ap-6075	254	74	3,3	3,3	NUM
ap-6075	254	75	)	)	PUNCT
ap-6075	254	76	(	(	PUNCT
ap-6075	254	77	0,0	0,0	NOUN
ap-6075	254	78	)	)	PUNCT
ap-6075	254	79	(	(	PUNCT
ap-6075	254	80	1,0	1,0	NUM
ap-6075	254	81	)	)	PUNCT
ap-6075	254	82	(	(	PUNCT
ap-6075	254	83	2,0	2,0	NUM
ap-6075	254	84	)	)	PUNCT
ap-6075	254	85	(	(	PUNCT
ap-6075	254	86	3,0	3,0	NUM
ap-6075	254	87	)	)	PUNCT
ap-6075	254	88	(	(	PUNCT
ap-6075	254	89	0,1	0,1	NUM
ap-6075	254	90	)	)	PUNCT
ap-6075	254	91	(	(	PUNCT
ap-6075	254	92	1,1	1,1	NUM
ap-6075	254	93	)	)	PUNCT
ap-6075	254	94	(	(	PUNCT
ap-6075	254	95	2,1	2,1	NUM
ap-6075	254	96	)	)	PUNCT
ap-6075	254	97	(	(	PUNCT
ap-6075	254	98	3,1	3,1	NUM
ap-6075	254	99	)	)	PUNCT
ap-6075	254	100	(	(	PUNCT
ap-6075	254	101	0,2	0,2	NUM
ap-6075	254	102	)	)	PUNCT
ap-6075	254	103	(	(	PUNCT
ap-6075	254	104	1,2	1,2	NUM
ap-6075	254	105	)	)	PUNCT
ap-6075	254	106	(	(	PUNCT
ap-6075	254	107	2,2	2,2	NUM
ap-6075	254	108	)	)	PUNCT
ap-6075	254	109	(	(	PUNCT
ap-6075	254	110	3,2	3,2	NUM
ap-6075	254	111	)	)	PUNCT
ap-6075	254	112	(	(	PUNCT
ap-6075	254	113	0,0	0,0	NOUN
ap-6075	254	114	)	)	PUNCT
ap-6075	254	115	(	(	PUNCT
ap-6075	254	116	1,0	1,0	NUM
ap-6075	254	117	)	)	PUNCT
ap-6075	254	118	(	(	PUNCT
ap-6075	254	119	2,0	2,0	NUM
ap-6075	254	120	)	)	PUNCT
ap-6075	254	121	(	(	PUNCT
ap-6075	254	122	0,1	0,1	NUM
ap-6075	254	123	)	)	PUNCT
ap-6075	254	124	(	(	PUNCT
ap-6075	254	125	1,1	1,1	NUM
ap-6075	254	126	)	)	PUNCT
ap-6075	254	127	(	(	PUNCT
ap-6075	254	128	2,1	2,1	NUM
ap-6075	254	129	)	)	PUNCT
ap-6075	254	130	(	(	PUNCT
ap-6075	254	131	0,2	0,2	NUM
ap-6075	254	132	)	)	PUNCT
ap-6075	254	133	(	(	PUNCT
ap-6075	254	134	1,2	1,2	NUM
ap-6075	254	135	)	)	PUNCT
ap-6075	254	136	(	(	PUNCT
ap-6075	254	137	2,2	2,2	NUM
ap-6075	254	138	)	)	PUNCT
ap-6075	254	139	(	(	PUNCT
ap-6075	254	140	0,3	0,3	NUM
ap-6075	254	141	)	)	PUNCT
ap-6075	254	142	(	(	PUNCT
ap-6075	254	143	1,3	1,3	NUM
ap-6075	254	144	)	)	PUNCT
ap-6075	254	145	(	(	PUNCT
ap-6075	254	146	2,3	2,3	NUM
ap-6075	254	147	)	)	PUNCT
ap-6075	254	148	0	0	NUM
ap-6075	254	149	3	3	NUM
ap-6075	254	150	6	6	NUM
ap-6075	254	151	1	1	NUM
ap-6075	254	152	4	4	NUM
ap-6075	254	153	7	7	NUM
ap-6075	254	154	2	2	NUM
ap-6075	254	155	5	5	NUM
ap-6075	254	156	8	8	NUM
ap-6075	254	157	0	0	NUM
ap-6075	254	158	4	4	NUM
ap-6075	254	159	8	8	NUM
ap-6075	254	160	12	12	NUM
ap-6075	254	161	1	1	NUM
ap-6075	254	162	5	5	NUM
ap-6075	254	163	9	9	NUM
ap-6075	254	164	13	13	NUM
ap-6075	254	165	2	2	NUM
ap-6075	254	166	6	6	NUM
ap-6075	254	167	10	10	NUM
ap-6075	254	168	14	14	NUM
ap-6075	254	169	3	3	NUM
ap-6075	254	170	7	7	NUM
ap-6075	254	171	11	11	NUM
ap-6075	254	172	15	15	NUM
ap-6075	254	173	0	0	NUM
ap-6075	254	174	3	3	NUM
ap-6075	254	175	6	6	NUM
ap-6075	254	176	9	9	NUM
ap-6075	254	177	1	1	NUM
ap-6075	254	178	4	4	NUM
ap-6075	254	179	7	7	NUM
ap-6075	254	180	10	10	NUM
ap-6075	254	181	2	2	NUM
ap-6075	254	182	5	5	NUM
ap-6075	254	183	8	8	NUM
ap-6075	254	184	11	11	NUM
ap-6075	254	185	12	12	NUM
ap-6075	254	186	16	16	NUM
ap-6075	254	187	20	20	NUM
ap-6075	254	188	13	13	NUM
ap-6075	254	189	17	17	NUM
ap-6075	254	190	21	21	NUM
ap-6075	254	191	14	14	NUM
ap-6075	254	192	18	18	NUM
ap-6075	254	193	22	22	NUM
ap-6075	254	194	15	15	NUM
ap-6075	254	195	19	19	NUM
ap-6075	254	196	23	23	NUM
ap-6075	254	197	figure	figure	NOUN
ap-6075	254	198	1	1	NUM
ap-6075	254	199	.	.	PUNCT
ap-6075	254	200	figure	figure	NOUN
ap-6075	254	201	shows	show	VERB
ap-6075	254	202	2d	2d	NUM
ap-6075	254	203	grid	grid	NOUN
ap-6075	254	204	consisting	consist	VERB
ap-6075	254	205	of	of	ADP
ap-6075	254	206	3	3	NUM
ap-6075	254	207	×	×	NOUN
ap-6075	254	208	3	3	NUM
ap-6075	254	209	cells	cell	NOUN
ap-6075	254	210	,	,	PUNCT
ap-6075	254	211	faces	face	NOUN
ap-6075	254	212	with	with	ADP
ap-6075	254	213	gray	gray	ADJ
ap-6075	254	214	box	box	NOUN
ap-6075	254	215	labels	label	NOUN
ap-6075	254	216	(	(	PUNCT
ap-6075	254	217	vertical	vertical	ADJ
ap-6075	254	218	with	with	ADP
ap-6075	254	219	dark	dark	ADJ
ap-6075	254	220	gray	gray	NOUN
ap-6075	254	221	,	,	PUNCT
ap-6075	254	222	horizontal	horizontal	ADJ
ap-6075	254	223	with	with	ADP
ap-6075	254	224	light	light	ADJ
ap-6075	254	225	gray	gray	NOUN
ap-6075	254	226	)	)	PUNCT
ap-6075	254	227	and	and	CCONJ
ap-6075	254	228	vertexes	vertex	NOUN
ap-6075	254	229	with	with	ADP
ap-6075	254	230	white	white	ADJ
ap-6075	254	231	rounded	rounded	ADJ
ap-6075	254	232	box	box	NOUN
ap-6075	254	233	labels	label	NOUN
ap-6075	254	234	.	.	PUNCT
ap-6075	255	1	coordinates	coordinate	NOUN
ap-6075	255	2	are	be	AUX
ap-6075	255	3	depicted	depict	VERB
ap-6075	255	4	on	on	ADP
ap-6075	255	5	the	the	DET
ap-6075	255	6	top	top	NOUN
ap-6075	255	7	,	,	PUNCT
ap-6075	255	8	indexing	indexing	NOUN
ap-6075	255	9	on	on	ADP
ap-6075	255	10	the	the	DET
ap-6075	255	11	bottom	bottom	NOUN
ap-6075	255	12	.	.	PUNCT
ap-6075	256	1	4	4	X
ap-6075	256	2	.	.	X
ap-6075	256	3	solution	solution	NOUN
ap-6075	256	4	of	of	ADP
ap-6075	256	5	parabolic	parabolic	ADJ
ap-6075	256	6	pdes	pde	NOUN
ap-6075	256	7	performance	performance	NOUN
ap-6075	256	8	of	of	ADP
ap-6075	256	9	the	the	DET
ap-6075	256	10	presented	present	VERB
ap-6075	256	11	data	data	NOUN
ap-6075	256	12	structures	structure	NOUN
ap-6075	256	13	and	and	CCONJ
ap-6075	256	14	algorithms	algorithm	NOUN
ap-6075	256	15	is	be	AUX
ap-6075	256	16	demonstrated	demonstrate	VERB
ap-6075	256	17	on	on	ADP
ap-6075	256	18	a	a	DET
ap-6075	256	19	solution	solution	NOUN
ap-6075	256	20	of	of	ADP
ap-6075	256	21	the	the	DET
ap-6075	256	22	heatequation	heatequation	NOUN
ap-6075	256	23	.	.	PUNCT
ap-6075	257	1	the	the	DET
ap-6075	257	2	reason	reason	NOUN
ap-6075	257	3	for	for	ADP
ap-6075	257	4	this	this	DET
ap-6075	257	5	simple	simple	ADJ
ap-6075	257	6	problem	problem	NOUN
ap-6075	257	7	is	be	AUX
ap-6075	257	8	that	that	SCONJ
ap-6075	257	9	,	,	PUNCT
ap-6075	257	10	especially	especially	ADV
ap-6075	257	11	in	in	ADP
ap-6075	257	12	explicit	explicit	ADJ
ap-6075	257	13	time	time	NOUN
ap-6075	257	14	discretization	discretization	NOUN
ap-6075	257	15	and	and	CCONJ
ap-6075	257	16	with	with	ADP
ap-6075	257	17	zero	zero	NUM
ap-6075	257	18	right	right	ADJ
ap-6075	257	19	-	-	PUNCT
ap-6075	257	20	hand	hand	NOUN
ap-6075	257	21	side	side	NOUN
ap-6075	257	22	f(x	f(x	PROPN
ap-6075	257	23	,	,	PUNCT
ap-6075	257	24	t	t	PROPN
ap-6075	257	25	)	)	PUNCT
ap-6075	257	26	=	=	SYM
ap-6075	258	1	0	0	NUM
ap-6075	258	2	,	,	PUNCT
ap-6075	258	3	we	we	PRON
ap-6075	258	4	get	get	VERB
ap-6075	258	5	low	low	ADJ
ap-6075	258	6	computational	computational	ADJ
ap-6075	258	7	intensity	intensity	NOUN
ap-6075	258	8	which	which	PRON
ap-6075	258	9	is	be	AUX
ap-6075	258	10	the	the	DET
ap-6075	258	11	worst	bad	ADJ
ap-6075	258	12	case	case	NOUN
ap-6075	258	13	for	for	ADP
ap-6075	258	14	the	the	DET
ap-6075	258	15	gpu	gpu	NOUN
ap-6075	258	16	and	and	CCONJ
ap-6075	258	17	so	so	ADV
ap-6075	258	18	the	the	DET
ap-6075	258	19	lower	lower	ADV
ap-6075	258	20	bound	bind	VERB
ap-6075	258	21	of	of	ADP
ap-6075	258	22	the	the	DET
ap-6075	258	23	speed	speed	NOUN
ap-6075	258	24	-	-	PUNCT
ap-6075	258	25	up	up	NOUN
ap-6075	258	26	.	.	PUNCT
ap-6075	259	1	we	we	PRON
ap-6075	259	2	consider	consider	VERB
ap-6075	259	3	a	a	DET
ap-6075	259	4	domain	domain	NOUN
ap-6075	259	5	ω	ω	X
ap-6075	259	6	≡	≡	PROPN
ap-6075	260	1	[	[	X
ap-6075	260	2	0	0	NUM
ap-6075	260	3	,	,	PUNCT
ap-6075	260	4	1]2	1]2	NUM
ap-6075	260	5	,	,	PUNCT
ap-6075	260	6	the	the	DET
ap-6075	260	7	initial	initial	ADJ
ap-6075	260	8	condition	condition	NOUN
ap-6075	260	9	uini	uini	NOUN
ap-6075	260	10	∈	∈	PROPN
ap-6075	260	11	c2(ω	c2(ω	NUM
ap-6075	260	12	)	)	PUNCT
ap-6075	260	13	and	and	CCONJ
ap-6075	260	14	the	the	DET
ap-6075	260	15	dirichlet	dirichlet	PROPN
ap-6075	260	16	boundary	boundary	PROPN
ap-6075	260	17	conditions	condition	NOUN
ap-6075	260	18	g	g	PROPN
ap-6075	260	19	∈	∈	PROPN
ap-6075	260	20	c2(ω×	c2(ω×	PROPN
ap-6075	260	21	(	(	PUNCT
ap-6075	260	22	0	0	NUM
ap-6075	260	23	,	,	PUNCT
ap-6075	260	24	t	t	X
ap-6075	260	25	]	]	PUNCT
ap-6075	260	26	)	)	PUNCT
ap-6075	260	27	defined	define	VERB
ap-6075	260	28	as	as	ADP
ap-6075	260	29	:	:	PUNCT
ap-6075	260	30	∂u(x	∂u(x	PROPN
ap-6075	260	31	,	,	PUNCT
ap-6075	260	32	t	t	PROPN
ap-6075	260	33	)	)	PUNCT
ap-6075	260	34	∂t	∂t	PROPN
ap-6075	260	35	−∆u(x	−∆u(x	PROPN
ap-6075	260	36	,	,	PUNCT
ap-6075	260	37	t	t	PROPN
ap-6075	260	38	)	)	PUNCT
ap-6075	260	39	=	=	SYM
ap-6075	260	40	f(x	f(x	PROPN
ap-6075	260	41	,	,	PUNCT
ap-6075	260	42	t	t	PROPN
ap-6075	260	43	)	)	PUNCT
ap-6075	260	44	in	in	ADP
ap-6075	260	45	ω×	ω×	PROPN
ap-6075	260	46	(	(	PUNCT
ap-6075	260	47	0	0	NUM
ap-6075	260	48	,	,	PUNCT
ap-6075	260	49	t	t	X
ap-6075	260	50	]	]	PUNCT
ap-6075	260	51	,	,	PUNCT
ap-6075	260	52	(	(	PUNCT
ap-6075	260	53	1	1	X
ap-6075	260	54	)	)	PUNCT
ap-6075	260	55	125	125	NUM
ap-6075	260	56	t.	t.	NOUN
ap-6075	260	57	oberhuber	oberhuber	NOUN
ap-6075	260	58	,	,	PUNCT
ap-6075	260	59	j.	j.	PROPN
ap-6075	260	60	klinkovský	klinkovský	PROPN
ap-6075	260	61	,	,	PUNCT
ap-6075	260	62	r.	r.	PROPN
ap-6075	260	63	fučík	fučík	PROPN
ap-6075	260	64	acta	acta	PROPN
ap-6075	260	65	polytechnica	polytechnica	PROPN
ap-6075	260	66	u(x	u(x	PROPN
ap-6075	260	67	,	,	PUNCT
ap-6075	260	68	0	0	NUM
ap-6075	260	69	)	)	PUNCT
ap-6075	260	70	=	=	SYM
ap-6075	260	71	uini(x	uini(x	NOUN
ap-6075	260	72	)	)	PUNCT
ap-6075	260	73	in	in	ADP
ap-6075	260	74	ω	ω	NUM
ap-6075	260	75	,	,	PUNCT
ap-6075	260	76	(	(	PUNCT
ap-6075	260	77	2	2	NUM
ap-6075	260	78	)	)	PUNCT
ap-6075	260	79	u(x	u(x	NOUN
ap-6075	260	80	,	,	PUNCT
ap-6075	260	81	t	t	NOUN
ap-6075	260	82	)	)	PUNCT
ap-6075	261	1	=	=	SYM
ap-6075	261	2	g(x	g(x	PROPN
ap-6075	261	3	,	,	PUNCT
ap-6075	261	4	t	t	PROPN
ap-6075	261	5	)	)	PUNCT
ap-6075	261	6	on	on	ADP
ap-6075	261	7	∂ω×	∂ω×	PROPN
ap-6075	261	8	(	(	PUNCT
ap-6075	261	9	0	0	NUM
ap-6075	261	10	,	,	PUNCT
ap-6075	261	11	t	t	X
ap-6075	261	12	]	]	PUNCT
ap-6075	261	13	.(3	.(3	SYM
ap-6075	261	14	)	)	PUNCT
ap-6075	262	1	the	the	DET
ap-6075	262	2	solution	solution	NOUN
ap-6075	262	3	u	u	NOUN
ap-6075	262	4	is	be	AUX
ap-6075	262	5	approximated	approximate	VERB
ap-6075	262	6	on	on	ADP
ap-6075	262	7	vertexes	vertex	NOUN
ap-6075	262	8	of	of	ADP
ap-6075	262	9	the	the	DET
ap-6075	262	10	2d	2d	NUM
ap-6075	262	11	grid	grid	NOUN
ap-6075	262	12	.	.	PUNCT
ap-6075	263	1	let	let	VERB
ap-6075	263	2	h	h	NOUN
ap-6075	263	3	be	be	AUX
ap-6075	263	4	the	the	DET
ap-6075	263	5	space	space	NOUN
ap-6075	263	6	step	step	NOUN
ap-6075	263	7	and	and	CCONJ
ap-6075	263	8	n	n	DET
ap-6075	263	9	the	the	DET
ap-6075	263	10	number	number	NOUN
ap-6075	263	11	of	of	ADP
ap-6075	263	12	cells	cell	NOUN
ap-6075	263	13	along	along	ADP
ap-6075	263	14	x	x	PUNCT
ap-6075	263	15	and	and	CCONJ
ap-6075	263	16	y	y	PROPN
ap-6075	263	17	axis	axis	NOUN
ap-6075	263	18	such	such	ADJ
ap-6075	263	19	that	that	SCONJ
ap-6075	263	20	h	h	NOUN
ap-6075	264	1	=	=	NOUN
ap-6075	264	2	1	1	NUM
ap-6075	264	3	/	/	SYM
ap-6075	264	4	n	n	PROPN
ap-6075	264	5	.	.	PUNCT
ap-6075	265	1	let	let	VERB
ap-6075	265	2	ωh	ωh	INTJ
ap-6075	265	3	=	=	PUNCT
ap-6075	265	4	{	{	PUNCT
ap-6075	265	5	(	(	PUNCT
ap-6075	265	6	ih	ih	X
ap-6075	265	7	,	,	PUNCT
ap-6075	265	8	jh	jh	PROPN
ap-6075	265	9	)	)	PUNCT
ap-6075	266	1	|	|	ADV
ap-6075	266	2	1	1	NUM
ap-6075	266	3	≤	≤	X
ap-6075	267	1	i	i	PRON
ap-6075	267	2	,	,	PUNCT
ap-6075	267	3	j	j	PROPN
ap-6075	267	4	≤	≤	PROPN
ap-6075	267	5	n	n	CCONJ
ap-6075	267	6	−	−	PROPN
ap-6075	267	7	1	1	NUM
ap-6075	267	8	}	}	PUNCT
ap-6075	267	9	denote	denote	VERB
ap-6075	267	10	the	the	DET
ap-6075	267	11	set	set	NOUN
ap-6075	267	12	of	of	ADP
ap-6075	267	13	interior	interior	ADJ
ap-6075	267	14	grid	grid	NOUN
ap-6075	267	15	vertexes	vertex	NOUN
ap-6075	267	16	and	and	CCONJ
ap-6075	267	17	let	let	VERB
ap-6075	267	18	ωh	ωh	INTJ
ap-6075	267	19	=	=	PUNCT
ap-6075	267	20	{	{	PUNCT
ap-6075	267	21	(	(	PUNCT
ap-6075	267	22	ih	ih	X
ap-6075	267	23	,	,	PUNCT
ap-6075	267	24	jh	jh	PROPN
ap-6075	267	25	)	)	PUNCT
ap-6075	267	26	|	|	ADV
ap-6075	267	27	0	0	X
ap-6075	267	28	≤	≤	NOUN
ap-6075	268	1	i	i	PRON
ap-6075	268	2	,	,	PUNCT
ap-6075	268	3	j	j	PROPN
ap-6075	268	4	≤	≤	PROPN
ap-6075	268	5	n	n	CCONJ
ap-6075	268	6	}	}	PUNCT
ap-6075	268	7	(	(	PUNCT
ap-6075	268	8	4	4	X
ap-6075	268	9	)	)	PUNCT
ap-6075	268	10	stand	stand	VERB
ap-6075	268	11	for	for	ADP
ap-6075	268	12	the	the	DET
ap-6075	268	13	set	set	NOUN
ap-6075	268	14	of	of	ADP
ap-6075	268	15	all	all	DET
ap-6075	268	16	grid	grid	NOUN
ap-6075	268	17	vertexes	vertex	NOUN
ap-6075	268	18	.	.	PUNCT
ap-6075	269	1	then	then	ADV
ap-6075	269	2	,	,	PUNCT
ap-6075	269	3	by	by	ADP
ap-6075	269	4	∂ωh	∂ωh	NOUN
ap-6075	269	5	=	=	SYM
ap-6075	269	6	ωh	ωh	ADP
ap-6075	269	7	\	\	NOUN
ap-6075	269	8	ωh	ωh	PROPN
ap-6075	269	9	,	,	PUNCT
ap-6075	269	10	we	we	PRON
ap-6075	269	11	denote	denote	VERB
ap-6075	269	12	the	the	DET
ap-6075	269	13	boundary	boundary	ADJ
ap-6075	269	14	vertexes	vertex	NOUN
ap-6075	269	15	.	.	PUNCT
ap-6075	270	1	for	for	ADP
ap-6075	270	2	some	some	DET
ap-6075	270	3	function	function	NOUN
ap-6075	270	4	u	u	NOUN
ap-6075	270	5	:	:	PUNCT
ap-6075	270	6	ω→	ω→	X
ap-6075	270	7	r2	r2	PROPN
ap-6075	270	8	,	,	PUNCT
ap-6075	270	9	we	we	PRON
ap-6075	270	10	define	define	VERB
ap-6075	270	11	the	the	DET
ap-6075	270	12	projection	projection	NOUN
ap-6075	270	13	on	on	ADP
ap-6075	270	14	ωh	ωh	ADP
ap-6075	270	15	as	as	ADP
ap-6075	270	16	uij	uij	PRON
ap-6075	270	17	=	=	SYM
ap-6075	270	18	u(ih	u(ih	PROPN
ap-6075	270	19	,	,	PUNCT
ap-6075	270	20	jh	jh	PROPN
ap-6075	270	21	)	)	PUNCT
ap-6075	270	22	.	.	PUNCT
ap-6075	271	1	for	for	ADP
ap-6075	271	2	interior	interior	ADJ
ap-6075	271	3	vertexes	vertex	NOUN
ap-6075	271	4	from	from	ADP
ap-6075	271	5	ωh	ωh	ADP
ap-6075	271	6	,	,	PUNCT
ap-6075	271	7	we	we	PRON
ap-6075	271	8	define	define	VERB
ap-6075	271	9	the	the	DET
ap-6075	271	10	approximation	approximation	NOUN
ap-6075	271	11	of	of	ADP
ap-6075	271	12	the	the	DET
ap-6075	271	13	laplace	laplace	NOUN
ap-6075	271	14	operator	operator	NOUN
ap-6075	271	15	∆h	∆h	PROPN
ap-6075	271	16	as	as	SCONJ
ap-6075	271	17	follows	follow	VERB
ap-6075	271	18	:	:	PUNCT
ap-6075	271	19	∆hu	∆hu	NOUN
ap-6075	271	20	(	(	PUNCT
ap-6075	271	21	(	(	PUNCT
ap-6075	271	22	ih	ih	X
ap-6075	271	23	,	,	PUNCT
ap-6075	271	24	jh	jh	PROPN
ap-6075	271	25	)	)	PUNCT
ap-6075	271	26	,	,	PUNCT
ap-6075	271	27	·	·	PUNCT
ap-6075	271	28	)	)	PUNCT
ap-6075	272	1	≈	≈	NUM
ap-6075	272	2	ui+1,j	ui+1,j	NOUN
ap-6075	272	3	+	+	CCONJ
ap-6075	272	4	ui−1,j	ui−1,j	X
ap-6075	272	5	+	+	CCONJ
ap-6075	272	6	ui	ui	NOUN
ap-6075	272	7	,	,	PUNCT
ap-6075	272	8	j+1	j+1	PROPN
ap-6075	272	9	+	+	PROPN
ap-6075	272	10	ui	ui	NOUN
ap-6075	272	11	,	,	PUNCT
ap-6075	272	12	j−1	j−1	PROPN
ap-6075	272	13	−	−	PROPN
ap-6075	272	14	4uij	4uij	NOUN
ap-6075	272	15	h2	h2	NOUN
ap-6075	272	16	=	=	PUNCT
ap-6075	272	17	∆huij	∆huij	NOUN
ap-6075	272	18	.	.	PUNCT
ap-6075	273	1	the	the	DET
ap-6075	273	2	explicit	explicit	ADJ
ap-6075	273	3	time	time	NOUN
ap-6075	273	4	discretization	discretization	NOUN
ap-6075	273	5	is	be	AUX
ap-6075	273	6	done	do	VERB
ap-6075	273	7	using	use	VERB
ap-6075	273	8	the	the	DET
ap-6075	273	9	method	method	NOUN
ap-6075	273	10	of	of	ADP
ap-6075	273	11	lines	line	NOUN
ap-6075	273	12	which	which	PRON
ap-6075	273	13	leads	lead	VERB
ap-6075	273	14	to	to	ADP
ap-6075	273	15	the	the	DET
ap-6075	273	16	following	follow	VERB
ap-6075	273	17	system	system	NOUN
ap-6075	273	18	of	of	ADP
ap-6075	273	19	odes	ode	NOUN
ap-6075	273	20	d	d	X
ap-6075	273	21	dtuij(t	dtuij(t	NOUN
ap-6075	273	22	)	)	PUNCT
ap-6075	273	23	=	=	SYM
ap-6075	273	24	∆huij(t	∆huij(t	X
ap-6075	273	25	)	)	PUNCT
ap-6075	274	1	+	+	CCONJ
ap-6075	274	2	fij(t	fij(t	PROPN
ap-6075	274	3	)	)	PUNCT
ap-6075	274	4	,	,	PUNCT
ap-6075	274	5	(	(	PUNCT
ap-6075	274	6	5	5	X
ap-6075	274	7	)	)	PUNCT
ap-6075	274	8	at	at	ADP
ap-6075	274	9	the	the	DET
ap-6075	274	10	interior	interior	ADJ
ap-6075	274	11	vertexes	vertex	NOUN
ap-6075	274	12	and	and	CCONJ
ap-6075	274	13	uij(t	uij(t	PROPN
ap-6075	274	14	)	)	PUNCT
ap-6075	274	15	=	=	SYM
ap-6075	274	16	gij(t	gij(t	PROPN
ap-6075	274	17	)	)	PUNCT
ap-6075	274	18	at	at	ADP
ap-6075	274	19	the	the	DET
ap-6075	274	20	boundary	boundary	ADJ
ap-6075	274	21	vertexes	vertex	NOUN
ap-6075	274	22	.	.	PUNCT
ap-6075	275	1	this	this	DET
ap-6075	275	2	system	system	NOUN
ap-6075	275	3	can	can	AUX
ap-6075	275	4	be	be	AUX
ap-6075	275	5	solved	solve	VERB
ap-6075	275	6	by	by	ADP
ap-6075	275	7	the	the	DET
ap-6075	275	8	runge	runge	NOUN
ap-6075	275	9	-	-	PUNCT
ap-6075	275	10	kutta	kutta	NOUN
ap-6075	275	11	method	method	NOUN
ap-6075	275	12	.	.	PUNCT
ap-6075	276	1	for	for	ADP
ap-6075	276	2	the	the	DET
ap-6075	276	3	semi	semi	ADJ
ap-6075	276	4	-	-	ADJ
ap-6075	276	5	implicit	implicit	ADJ
ap-6075	276	6	time	time	NOUN
ap-6075	276	7	discretization2	discretization2	NOUN
ap-6075	276	8	,	,	PUNCT
ap-6075	276	9	we	we	PRON
ap-6075	276	10	introduce	introduce	VERB
ap-6075	276	11	a	a	DET
ap-6075	276	12	time	time	NOUN
ap-6075	276	13	step	step	NOUN
ap-6075	276	14	τ	τ	PROPN
ap-6075	277	1	and	and	CCONJ
ap-6075	277	2	we	we	PRON
ap-6075	277	3	denote	denote	VERB
ap-6075	277	4	uk	uk	PROPN
ap-6075	277	5	ij	ij	INTJ
ap-6075	277	6	:	:	PUNCT
ap-6075	277	7	=	=	SYM
ap-6075	277	8	u(ih	u(ih	PROPN
ap-6075	277	9	,	,	PUNCT
ap-6075	277	10	jh	jh	PROPN
ap-6075	277	11	,	,	PUNCT
ap-6075	277	12	τk	τk	ADP
ap-6075	277	13	)	)	PUNCT
ap-6075	277	14	.	.	PUNCT
ap-6075	278	1	with	with	ADP
ap-6075	278	2	this	this	DET
ap-6075	278	3	notation	notation	NOUN
ap-6075	278	4	,	,	PUNCT
ap-6075	278	5	the	the	DET
ap-6075	278	6	semi	semi	ADJ
ap-6075	278	7	-	-	ADJ
ap-6075	278	8	implicit	implicit	ADJ
ap-6075	278	9	scheme	scheme	NOUN
ap-6075	278	10	is	be	AUX
ap-6075	278	11	given	give	VERB
ap-6075	278	12	by	by	ADP
ap-6075	278	13	a	a	DET
ap-6075	278	14	system	system	NOUN
ap-6075	278	15	of	of	ADP
ap-6075	278	16	linear	linear	ADJ
ap-6075	278	17	equations	equation	NOUN
ap-6075	278	18	uk+1	uk+1	PRON
ap-6075	278	19	ij	ij	NOUN
ap-6075	278	20	−	−	PROPN
ap-6075	278	21	uk	uk	PROPN
ap-6075	278	22	ij	ij	INTJ
ap-6075	278	23	τ	τ	PROPN
ap-6075	278	24	−	−	PROPN
ap-6075	278	25	(	(	PUNCT
ap-6075	278	26	6	6	NUM
ap-6075	278	27	)	)	PUNCT
ap-6075	278	28	uk+1	uk+1	PRON
ap-6075	278	29	i+1,j	i+1,j	NOUN
ap-6075	278	30	+	+	CCONJ
ap-6075	278	31	uk+1	uk+1	PRON
ap-6075	278	32	i−1,j	i−1,j	NOUN
ap-6075	278	33	+	+	CCONJ
ap-6075	278	34	uk+1	uk+1	X
ap-6075	278	35	i	i	PRON
ap-6075	278	36	,	,	PUNCT
ap-6075	278	37	j+1	j+1	PROPN
ap-6075	278	38	+	+	CCONJ
ap-6075	278	39	uk+1	uk+1	X
ap-6075	278	40	i	i	NOUN
ap-6075	278	41	,	,	PUNCT
ap-6075	278	42	j−1	j−1	PROPN
ap-6075	278	43	−	−	NOUN
ap-6075	278	44	4uk+1	4uk+1	NUM
ap-6075	278	45	ij	ij	NOUN
ap-6075	278	46	h2	h2	NOUN
ap-6075	278	47	=	=	PUNCT
ap-6075	278	48	fk+1	fk+1	NUM
ap-6075	278	49	ij	ij	NOUN
ap-6075	278	50	,	,	PUNCT
ap-6075	278	51	at	at	ADP
ap-6075	278	52	the	the	DET
ap-6075	278	53	interior	interior	ADJ
ap-6075	278	54	vertexes	vertex	NOUN
ap-6075	278	55	and	and	CCONJ
ap-6075	278	56	uk+1	uk+1	PRON
ap-6075	278	57	ij	ij	NOUN
ap-6075	278	58	=	=	SYM
ap-6075	278	59	gk+1	gk+1	NOUN
ap-6075	278	60	ij	ij	NOUN
ap-6075	278	61	(	(	PUNCT
ap-6075	278	62	7	7	NUM
ap-6075	278	63	)	)	PUNCT
ap-6075	278	64	at	at	ADP
ap-6075	278	65	the	the	DET
ap-6075	278	66	boundary	boundary	ADJ
ap-6075	278	67	vertexes	vertex	NOUN
ap-6075	278	68	.	.	PUNCT
ap-6075	279	1	both	both	PRON
ap-6075	279	2	(	(	PUNCT
ap-6075	279	3	6	6	NUM
ap-6075	279	4	)	)	PUNCT
ap-6075	279	5	and	and	CCONJ
ap-6075	279	6	(	(	PUNCT
ap-6075	279	7	7	7	X
ap-6075	279	8	)	)	PUNCT
ap-6075	279	9	can	can	AUX
ap-6075	279	10	be	be	AUX
ap-6075	279	11	written	write	VERB
ap-6075	279	12	in	in	ADP
ap-6075	279	13	the	the	DET
ap-6075	279	14	form	form	NOUN
ap-6075	279	15	of	of	ADP
ap-6075	279	16	a	a	DET
ap-6075	279	17	linear	linear	ADJ
ap-6075	279	18	system	system	NOUN
ap-6075	279	19	axk+1	axk+1	X
ap-6075	279	20	=	=	SYM
ap-6075	279	21	bk	bk	PROPN
ap-6075	279	22	,	,	PUNCT
ap-6075	279	23	(	(	PUNCT
ap-6075	279	24	8)	8)	NUM
ap-6075	279	25	where	where	SCONJ
ap-6075	279	26	xk+1	xk+1	PROPN
ap-6075	279	27	in+j	in+j	PROPN
ap-6075	279	28	≡	≡	PROPN
ap-6075	279	29	u	u	NOUN
ap-6075	279	30	k+1	k+1	X
ap-6075	279	31	ij	ij	NOUN
ap-6075	279	32	and	and	CCONJ
ap-6075	279	33	for	for	ADP
ap-6075	279	34	(	(	PUNCT
ap-6075	279	35	i	i	PROPN
ap-6075	279	36	,	,	PUNCT
ap-6075	279	37	j	j	PROPN
ap-6075	279	38	)	)	PUNCT
ap-6075	279	39	∈	∈	PROPN
ap-6075	279	40	ωh	ωh	ADP
ap-6075	279	41	ain+j	ain+j	PROPN
ap-6075	279	42	,	,	PUNCT
ap-6075	279	43	i(n−1)+j	i(n−1)+j	NOUN
ap-6075	279	44	=	=	PROPN
ap-6075	279	45	−λ	−λ	PROPN
ap-6075	279	46	ain+j	ain+j	PROPN
ap-6075	279	47	,	,	PUNCT
ap-6075	279	48	in+j−1	in+j−1	NOUN
ap-6075	279	49	=	=	NOUN
ap-6075	279	50	−λ	−λ	PROPN
ap-6075	279	51	ain+j	ain+j	PROPN
ap-6075	279	52	,	,	PUNCT
ap-6075	279	53	in+j+1	in+j+1	PRON
ap-6075	279	54	=	=	NUM
ap-6075	279	55	−λ	−λ	NOUN
ap-6075	279	56	ain+j	ain+j	PROPN
ap-6075	279	57	,	,	PUNCT
ap-6075	279	58	i(n+1)+j	i(n+1)+j	X
ap-6075	279	59	=	=	SYM
ap-6075	279	60	−λ	−λ	PROPN
ap-6075	279	61	,	,	PUNCT
ap-6075	279	62	ain+j	ain+j	PROPN
ap-6075	279	63	,	,	PUNCT
ap-6075	279	64	in+j	in+j	PROPN
ap-6075	279	65	=	=	SYM
ap-6075	279	66	1−	1−	NUM
ap-6075	279	67	4λ	4λ	NOUN
ap-6075	279	68	,	,	PUNCT
ap-6075	279	69	bk	bk	VERB
ap-6075	279	70	in+j	in+j	PROPN
ap-6075	279	71	=	=	PUNCT
ap-6075	279	72	τfk+1	τfk+1	PUNCT
ap-6075	279	73	ij	ij	NOUN
ap-6075	280	1	+	+	X
ap-6075	280	2	uk	uk	PROPN
ap-6075	280	3	ij	ij	ADP
ap-6075	280	4	2the	2the	DET
ap-6075	280	5	scheme	scheme	NOUN
ap-6075	280	6	given	give	VERB
ap-6075	280	7	by	by	ADP
ap-6075	280	8	(	(	PUNCT
ap-6075	280	9	6)–(7	6)–(7	NUM
ap-6075	280	10	)	)	PUNCT
ap-6075	281	1	is	be	AUX
ap-6075	281	2	implicit	implicit	ADJ
ap-6075	281	3	.	.	PUNCT
ap-6075	282	1	in	in	ADP
ap-6075	282	2	general	general	ADJ
ap-6075	282	3	,	,	PUNCT
ap-6075	282	4	implicit	implicit	ADJ
ap-6075	282	5	schemes	scheme	NOUN
ap-6075	282	6	for	for	ADP
ap-6075	282	7	non	non	ADJ
ap-6075	282	8	-	-	ADJ
ap-6075	282	9	linear	linear	ADJ
ap-6075	282	10	parabolic	parabolic	ADJ
ap-6075	282	11	pdes	pde	NOUN
ap-6075	282	12	involves	involve	VERB
ap-6075	282	13	the	the	DET
ap-6075	282	14	newton	newton	PROPN
ap-6075	282	15	method	method	NOUN
ap-6075	282	16	,	,	PUNCT
ap-6075	282	17	which	which	PRON
ap-6075	282	18	is	be	AUX
ap-6075	282	19	not	not	PART
ap-6075	282	20	implemented	implement	VERB
ap-6075	282	21	in	in	ADP
ap-6075	282	22	tnl	tnl	NOUN
ap-6075	282	23	yet	yet	ADV
ap-6075	282	24	.	.	PUNCT
ap-6075	283	1	such	such	ADJ
ap-6075	283	2	problems	problem	NOUN
ap-6075	283	3	must	must	AUX
ap-6075	283	4	be	be	AUX
ap-6075	283	5	discretized	discretize	VERB
ap-6075	283	6	by	by	ADP
ap-6075	283	7	semi	semi	ADJ
ap-6075	283	8	-	-	ADJ
ap-6075	283	9	implicit	implicit	ADJ
ap-6075	283	10	schemes	scheme	NOUN
ap-6075	283	11	.	.	PUNCT
ap-6075	284	1	where	where	SCONJ
ap-6075	284	2	we	we	PRON
ap-6075	284	3	set	set	VERB
ap-6075	284	4	λ	λ	X
ap-6075	284	5	=	=	SYM
ap-6075	284	6	τ	τ	PROPN
ap-6075	284	7	/	/	SYM
ap-6075	284	8	h2	h2	PROPN
ap-6075	284	9	.	.	PUNCT
ap-6075	285	1	the	the	DET
ap-6075	285	2	dirichlet	dirichlet	PROPN
ap-6075	285	3	boundary	boundary	PROPN
ap-6075	285	4	conditions	condition	NOUN
ap-6075	285	5	(	(	PUNCT
ap-6075	285	6	3	3	X
ap-6075	285	7	)	)	PUNCT
ap-6075	285	8	are	be	AUX
ap-6075	285	9	approximated	approximate	VERB
ap-6075	285	10	on	on	ADP
ap-6075	285	11	(	(	PUNCT
ap-6075	285	12	i	i	PROPN
ap-6075	285	13	,	,	PUNCT
ap-6075	285	14	j	j	PROPN
ap-6075	285	15	)	)	PUNCT
ap-6075	285	16	∈	∈	PROPN
ap-6075	285	17	∂ωh	∂ωh	NOUN
ap-6075	285	18	as	as	ADP
ap-6075	285	19	ain+j	ain+j	PROPN
ap-6075	285	20	=	=	SYM
ap-6075	285	21	1	1	NUM
ap-6075	285	22	and	and	CCONJ
ap-6075	285	23	bin+j	bin+j	PROPN
ap-6075	285	24	=	=	SYM
ap-6075	286	1	gk+1	gk+1	NOUN
ap-6075	286	2	ij	ij	NOUN
ap-6075	286	3	.	.	PUNCT
ap-6075	287	1	discretization	discretization	NOUN
ap-6075	287	2	of	of	ADP
ap-6075	287	3	1d	1d	NUM
ap-6075	287	4	and	and	CCONJ
ap-6075	287	5	3d	3d	NUM
ap-6075	287	6	problem	problem	NOUN
ap-6075	287	7	is	be	AUX
ap-6075	287	8	done	do	VERB
ap-6075	287	9	in	in	ADP
ap-6075	287	10	the	the	DET
ap-6075	287	11	same	same	ADJ
ap-6075	287	12	way	way	NOUN
ap-6075	287	13	.	.	PUNCT
ap-6075	288	1	algorithm	algorithm	NOUN
ap-6075	288	2	1	1	NUM
ap-6075	288	3	algorithm	algorithm	NOUN
ap-6075	288	4	for	for	ADP
ap-6075	288	5	the	the	DET
ap-6075	288	6	time	time	NOUN
ap-6075	288	7	dependent	dependent	ADJ
ap-6075	288	8	pde	pde	NOUN
ap-6075	288	9	solver	solver	VERB
ap-6075	288	10	1	1	NUM
ap-6075	288	11	:	:	PUNCT
ap-6075	288	12	initialize	initialize	VERB
ap-6075	288	13	numerical	numerical	ADJ
ap-6075	288	14	mesh	mesh	NOUN
ap-6075	288	15	(	(	PUNCT
ap-6075	288	16	4	4	NUM
ap-6075	288	17	)	)	PUNCT
ap-6075	288	18	2	2	NUM
ap-6075	288	19	:	:	PUNCT
ap-6075	288	20	allocate	allocate	ADJ
ap-6075	288	21	degrees	degree	NOUN
ap-6075	288	22	of	of	ADP
ap-6075	288	23	freedom	freedom	NOUN
ap-6075	288	24	for	for	ADP
ap-6075	288	25	u0	u0	ADJ
ap-6075	288	26	ij	ij	NOUN
ap-6075	288	27	3	3	NUM
ap-6075	288	28	:	:	PUNCT
ap-6075	288	29	setup	setup	VERB
ap-6075	288	30	the	the	DET
ap-6075	288	31	initial	initial	ADJ
ap-6075	288	32	condition	condition	NOUN
ap-6075	288	33	(	(	PUNCT
ap-6075	288	34	uini	uini	NOUN
ap-6075	288	35	)	)	PUNCT
ap-6075	288	36	4	4	NUM
ap-6075	288	37	:	:	PUNCT
ap-6075	288	38	setup	setup	VERB
ap-6075	288	39	the	the	DET
ap-6075	288	40	numerical	numerical	PROPN
ap-6075	288	41	solver	solver	PROPN
ap-6075	288	42	(	(	PUNCT
ap-6075	288	43	runge	runge	NOUN
ap-6075	288	44	-	-	PUNCT
ap-6075	288	45	kutta	kutta	NOUN
ap-6075	288	46	or	or	CCONJ
ap-6075	288	47	linear	linear	PROPN
ap-6075	288	48	system	system	NOUN
ap-6075	288	49	solver	solver	ADV
ap-6075	288	50	)	)	PUNCT
ap-6075	288	51	5	5	NUM
ap-6075	288	52	:	:	PUNCT
ap-6075	288	53	t	t	NOUN
ap-6075	288	54	:	:	PUNCT
ap-6075	289	1	=	=	SYM
ap-6075	289	2	0	0	PROPN
ap-6075	289	3	,	,	PUNCT
ap-6075	289	4	k	k	X
ap-6075	289	5	:	:	PUNCT
ap-6075	290	1	=	=	SYM
ap-6075	290	2	0	0	PROPN
ap-6075	290	3	,	,	PUNCT
ap-6075	290	4	τ	τ	X
ap-6075	290	5	:	:	PUNCT
ap-6075	290	6	=	=	SYM
ap-6075	290	7	initial	initial	ADJ
ap-6075	290	8	time	time	NOUN
ap-6075	290	9	step	step	NOUN
ap-6075	290	10	6	6	NUM
ap-6075	290	11	:	:	PUNCT
ap-6075	290	12	while	while	SCONJ
ap-6075	290	13	t	t	PROPN
ap-6075	290	14	<	<	X
ap-6075	290	15	t	t	X
ap-6075	290	16	do	do	VERB
ap-6075	290	17	7	7	NUM
ap-6075	290	18	:	:	PUNCT
ap-6075	290	19	τ	τ	X
ap-6075	290	20	:	:	PUNCT
ap-6075	290	21	=	=	SYM
ap-6075	290	22	min	min	PROPN
ap-6075	290	23	{	{	PUNCT
ap-6075	290	24	τ	τ	PROPN
ap-6075	290	25	,	,	PUNCT
ap-6075	290	26	t	t	PROPN
ap-6075	290	27	−	−	PROPN
ap-6075	290	28	t	t	PROPN
ap-6075	290	29	}	}	PUNCT
ap-6075	290	30	8	8	NUM
ap-6075	290	31	:	:	PUNCT
ap-6075	290	32	if	if	SCONJ
ap-6075	290	33	have	have	VERB
ap-6075	290	34	explicit	explicit	ADJ
ap-6075	290	35	time	time	NOUN
ap-6075	290	36	discretization	discretization	NOUN
ap-6075	290	37	then	then	ADV
ap-6075	290	38	9	9	NUM
ap-6075	290	39	:	:	PUNCT
ap-6075	290	40	evaluate	evaluate	VERB
ap-6075	290	41	the	the	DET
ap-6075	290	42	right	right	ADJ
ap-6075	290	43	hand	hand	NOUN
ap-6075	290	44	side	side	NOUN
ap-6075	290	45	of	of	ADP
ap-6075	290	46	(	(	PUNCT
ap-6075	290	47	5	5	NUM
ap-6075	290	48	)	)	PUNCT
ap-6075	290	49	10	10	NUM
ap-6075	290	50	:	:	PUNCT
ap-6075	290	51	update	update	VERB
ap-6075	290	52	uk	uk	PROPN
ap-6075	290	53	ij	ij	NOUN
ap-6075	290	54	by	by	ADP
ap-6075	290	55	the	the	DET
ap-6075	290	56	runge	runge	NOUN
ap-6075	290	57	-	-	PUNCT
ap-6075	290	58	kutta	kutta	NOUN
ap-6075	290	59	solver	solver	NOUN
ap-6075	290	60	to	to	PART
ap-6075	290	61	get	get	VERB
ap-6075	290	62	uk+1	uk+1	DET
ap-6075	290	63	ij	ij	NOUN
ap-6075	290	64	11	11	NUM
ap-6075	290	65	:	:	PUNCT
ap-6075	290	66	else	else	ADV
ap-6075	291	1	/	/	PUNCT
ap-6075	291	2	*	*	PUNCT
ap-6075	291	3	we	we	PRON
ap-6075	291	4	have	have	VERB
ap-6075	291	5	semi	semi	ADJ
ap-6075	291	6	-	-	ADJ
ap-6075	291	7	implicit	implicit	ADJ
ap-6075	291	8	time	time	NOUN
ap-6075	291	9	discretization	discretization	NOUN
ap-6075	291	10	*	*	PUNCT
ap-6075	291	11	/	/	SYM
ap-6075	291	12	12	12	NUM
ap-6075	291	13	:	:	PUNCT
ap-6075	291	14	assembly	assembly	VERB
ap-6075	291	15	the	the	DET
ap-6075	291	16	linear	linear	ADJ
ap-6075	291	17	system	system	NOUN
ap-6075	291	18	(	(	PUNCT
ap-6075	291	19	8)	8)	NOUN
ap-6075	291	20	13	13	NUM
ap-6075	291	21	:	:	PUNCT
ap-6075	291	22	resolve	resolve	NOUN
ap-6075	291	23	(	(	PUNCT
ap-6075	291	24	8)	8)	NUM
ap-6075	291	25	by	by	ADP
ap-6075	291	26	the	the	DET
ap-6075	291	27	linear	linear	ADJ
ap-6075	291	28	system	system	NOUN
ap-6075	291	29	solver	solver	VERB
ap-6075	291	30	to	to	PART
ap-6075	291	31	get	get	VERB
ap-6075	291	32	uk+1	uk+1	NOUN
ap-6075	291	33	ij	ij	NOUN
ap-6075	291	34	14	14	NUM
ap-6075	291	35	:	:	PUNCT
ap-6075	291	36	end	end	VERB
ap-6075	291	37	if	if	SCONJ
ap-6075	291	38	15	15	NUM
ap-6075	291	39	:	:	PUNCT
ap-6075	291	40	t	t	NOUN
ap-6075	291	41	:	:	PUNCT
ap-6075	292	1	=	=	SYM
ap-6075	292	2	t	t	PROPN
ap-6075	292	3	+	+	CCONJ
ap-6075	292	4	τ	τ	X
ap-6075	292	5	,	,	PUNCT
ap-6075	292	6	k	k	PROPN
ap-6075	292	7	:	:	PUNCT
ap-6075	293	1	=	=	SYM
ap-6075	293	2	k	k	X
ap-6075	294	1	+	+	CCONJ
ap-6075	294	2	1	1	NUM
ap-6075	294	3	16	16	NUM
ap-6075	294	4	:	:	PUNCT
ap-6075	294	5	if	if	SCONJ
ap-6075	294	6	t	t	PROPN
ap-6075	294	7	is	be	AUX
ap-6075	294	8	snapshot	snapshot	ADJ
ap-6075	294	9	time	time	NOUN
ap-6075	294	10	then	then	ADV
ap-6075	294	11	17	17	NUM
ap-6075	294	12	:	:	PUNCT
ap-6075	294	13	make	make	VERB
ap-6075	294	14	snapshot	snapshot	NOUN
ap-6075	294	15	of	of	ADP
ap-6075	294	16	the	the	DET
ap-6075	294	17	solution	solution	NOUN
ap-6075	294	18	uk	uk	PROPN
ap-6075	294	19	ij	ij	ADP
ap-6075	294	20	18	18	NUM
ap-6075	294	21	:	:	PUNCT
ap-6075	294	22	end	end	VERB
ap-6075	294	23	if	if	SCONJ
ap-6075	294	24	19	19	NUM
ap-6075	294	25	:	:	PUNCT
ap-6075	294	26	end	end	NOUN
ap-6075	294	27	while	while	SCONJ
ap-6075	294	28	a	a	DET
ap-6075	294	29	numerical	numerical	ADJ
ap-6075	294	30	solver	solver	NOUN
ap-6075	294	31	for	for	ADP
ap-6075	294	32	such	such	ADJ
ap-6075	294	33	parabolic	parabolic	ADJ
ap-6075	294	34	problem	problem	NOUN
ap-6075	294	35	may	may	AUX
ap-6075	294	36	be	be	AUX
ap-6075	294	37	written	write	VERB
ap-6075	294	38	as	as	ADP
ap-6075	294	39	an	an	DET
ap-6075	294	40	algorithm	algorithm	NOUN
ap-6075	294	41	1	1	NUM
ap-6075	294	42	.	.	PUNCT
ap-6075	295	1	each	each	PRON
ap-6075	295	2	of	of	ADP
ap-6075	295	3	the	the	DET
ap-6075	295	4	steps	step	NOUN
ap-6075	295	5	in	in	ADP
ap-6075	295	6	this	this	DET
ap-6075	295	7	algorithm	algorithm	NOUN
ap-6075	295	8	may	may	AUX
ap-6075	295	9	be	be	AUX
ap-6075	295	10	non	non	ADJ
ap-6075	295	11	-	-	ADJ
ap-6075	295	12	trivial	trivial	ADJ
ap-6075	295	13	for	for	ADP
ap-6075	295	14	more	more	ADJ
ap-6075	295	15	complex	complex	ADJ
ap-6075	295	16	problems	problem	NOUN
ap-6075	295	17	or	or	CCONJ
ap-6075	295	18	parallel	parallel	NOUN
ap-6075	295	19	computations	computation	NOUN
ap-6075	295	20	.	.	PUNCT
ap-6075	296	1	tnl	tnl	PROPN
ap-6075	296	2	comes	come	VERB
ap-6075	296	3	with	with	ADP
ap-6075	296	4	a	a	DET
ap-6075	296	5	framework	framework	NOUN
ap-6075	296	6	based	base	VERB
ap-6075	296	7	on	on	ADP
ap-6075	296	8	what	what	PRON
ap-6075	296	9	we	we	PRON
ap-6075	296	10	call	call	VERB
ap-6075	296	11	a	a	DET
ap-6075	296	12	problem	problem	NOUN
ap-6075	296	13	-	-	PUNCT
ap-6075	296	14	solver	solver	NOUN
ap-6075	296	15	model	model	NOUN
ap-6075	296	16	.	.	PUNCT
ap-6075	297	1	on	on	ADP
ap-6075	297	2	one	one	NUM
ap-6075	297	3	hand	hand	NOUN
ap-6075	297	4	,	,	PUNCT
ap-6075	297	5	there	there	PRON
ap-6075	297	6	is	be	VERB
ap-6075	297	7	a	a	DET
ap-6075	297	8	problem	problem	NOUN
ap-6075	297	9	defined	define	VERB
ap-6075	297	10	by	by	ADP
ap-6075	297	11	the	the	DET
ap-6075	297	12	user	user	NOUN
ap-6075	297	13	in	in	ADP
ap-6075	297	14	a	a	DET
ap-6075	297	15	form	form	NOUN
ap-6075	297	16	of	of	ADP
ap-6075	297	17	a	a	DET
ap-6075	297	18	(	(	PUNCT
ap-6075	297	19	templated	templated	ADJ
ap-6075	297	20	)	)	PUNCT
ap-6075	297	21	class	class	NOUN
ap-6075	297	22	.	.	PUNCT
ap-6075	298	1	on	on	ADP
ap-6075	298	2	the	the	DET
ap-6075	298	3	other	other	ADJ
ap-6075	298	4	hand	hand	NOUN
ap-6075	298	5	,	,	PUNCT
ap-6075	298	6	there	there	PRON
ap-6075	298	7	is	be	VERB
ap-6075	298	8	a	a	DET
ap-6075	298	9	solver	solver	ADV
ap-6075	298	10	provided	provide	VERB
ap-6075	298	11	by	by	ADP
ap-6075	298	12	tnl	tnl	PROPN
ap-6075	298	13	.	.	PUNCT
ap-6075	299	1	the	the	DET
ap-6075	299	2	solver	solver	NOUN
ap-6075	299	3	interacts	interact	VERB
ap-6075	299	4	with	with	ADP
ap-6075	299	5	the	the	DET
ap-6075	299	6	problem	problem	NOUN
ap-6075	299	7	via	via	ADP
ap-6075	299	8	predefined	predefine	VERB
ap-6075	299	9	methods	method	NOUN
ap-6075	299	10	and	and	CCONJ
ap-6075	299	11	c++	c++	VERB
ap-6075	299	12	types	type	NOUN
ap-6075	299	13	definitions	definition	NOUN
ap-6075	299	14	.	.	PUNCT
ap-6075	300	1	4.1	4.1	NUM
ap-6075	300	2	.	.	PUNCT
ap-6075	300	3	pde	pde	PROPN
ap-6075	300	4	solver	solver	NOUN
ap-6075	300	5	design	design	VERB
ap-6075	300	6	the	the	DET
ap-6075	300	7	design	design	NOUN
ap-6075	300	8	of	of	ADP
ap-6075	300	9	the	the	DET
ap-6075	300	10	solver	solver	NOUN
ap-6075	300	11	is	be	AUX
ap-6075	300	12	depicted	depict	VERB
ap-6075	300	13	in	in	ADP
ap-6075	300	14	figure	figure	NOUN
ap-6075	300	15	2	2	NUM
ap-6075	300	16	.	.	PUNCT
ap-6075	301	1	the	the	DET
ap-6075	301	2	problem	problem	NOUN
ap-6075	301	3	to	to	PART
ap-6075	301	4	be	be	AUX
ap-6075	301	5	solved	solve	VERB
ap-6075	301	6	is	be	AUX
ap-6075	301	7	defined	define	VERB
ap-6075	301	8	and	and	CCONJ
ap-6075	301	9	managed	manage	VERB
ap-6075	301	10	by	by	ADP
ap-6075	301	11	three	three	NUM
ap-6075	301	12	template	template	NOUN
ap-6075	301	13	parameters	parameter	NOUN
ap-6075	301	14	of	of	ADP
ap-6075	301	15	the	the	DET
ap-6075	301	16	solver	solver	ADJ
ap-6075	301	17	tnl::solvers::solver	tnl::solvers::solver	NOUN
ap-6075	301	18	i.e.	i.e.	X
ap-6075	301	19	problemconfig	problemconfig	NOUN
ap-6075	301	20	,	,	PUNCT
ap-6075	301	21	problemsetter	problemsetter	NOUN
ap-6075	301	22	and	and	CCONJ
ap-6075	301	23	problembuild	problembuild	VERB
ap-6075	301	24	.	.	PUNCT
ap-6075	302	1	they	they	PRON
ap-6075	302	2	serve	serve	VERB
ap-6075	302	3	for	for	ADP
ap-6075	302	4	definition	definition	NOUN
ap-6075	302	5	of	of	ADP
ap-6075	302	6	the	the	DET
ap-6075	302	7	problem	problem	NOUN
ap-6075	302	8	configuration	configuration	NOUN
ap-6075	302	9	parameters	parameter	NOUN
ap-6075	302	10	,	,	PUNCT
ap-6075	302	11	resolution	resolution	NOUN
ap-6075	302	12	of	of	ADP
ap-6075	302	13	the	the	DET
ap-6075	302	14	problem	problem	NOUN
ap-6075	302	15	template	template	NOUN
ap-6075	302	16	parameters	parameter	NOUN
ap-6075	302	17	and	and	CCONJ
ap-6075	302	18	control	control	NOUN
ap-6075	302	19	of	of	ADP
ap-6075	302	20	the	the	DET
ap-6075	302	21	problem	problem	NOUN
ap-6075	302	22	build	build	NOUN
ap-6075	302	23	process	process	NOUN
ap-6075	302	24	(	(	PUNCT
ap-6075	302	25	complete	complete	ADJ
ap-6075	302	26	build	build	NOUN
ap-6075	302	27	may	may	AUX
ap-6075	302	28	take	take	VERB
ap-6075	302	29	a	a	DET
ap-6075	302	30	lot	lot	NOUN
ap-6075	302	31	of	of	ADP
ap-6075	302	32	time	time	NOUN
ap-6075	302	33	)	)	PUNCT
ap-6075	302	34	respectively	respectively	ADV
ap-6075	302	35	.	.	PUNCT
ap-6075	303	1	the	the	DET
ap-6075	303	2	static	static	ADJ
ap-6075	303	3	method	method	NOUN
ap-6075	303	4	tnl::solvers::solver::run	tnl::solvers::solver::run	NUM
ap-6075	303	5	takes	take	VERB
ap-6075	303	6	the	the	DET
ap-6075	303	7	command	command	NOUN
ap-6075	303	8	line	line	NOUN
ap-6075	303	9	arguments	argument	NOUN
ap-6075	303	10	argc	argc	NOUN
ap-6075	303	11	and	and	CCONJ
ap-6075	303	12	argv	argv	NOUN
ap-6075	303	13	.	.	PUNCT
ap-6075	304	1	the	the	DET
ap-6075	304	2	tnl	tnl	PROPN
ap-6075	304	3	solver	solver	VERB
ap-6075	304	4	firstly	firstly	ADV
ap-6075	304	5	calls	call	VERB
ap-6075	304	6	a	a	DET
ap-6075	304	7	static	static	ADJ
ap-6075	304	8	method	method	NOUN
ap-6075	304	9	problemconfig::configsetup	problemconfig::configsetup	ADJ
ap-6075	304	10	to	to	PART
ap-6075	304	11	get	get	VERB
ap-6075	304	12	a	a	DET
ap-6075	304	13	definition	definition	NOUN
ap-6075	304	14	of	of	ADP
ap-6075	304	15	the	the	DET
ap-6075	304	16	configuration	configuration	NOUN
ap-6075	304	17	keywords	keyword	NOUN
ap-6075	304	18	.	.	PUNCT
ap-6075	305	1	in	in	ADP
ap-6075	305	2	the	the	DET
ap-6075	305	3	next	next	ADJ
ap-6075	305	4	step	step	NOUN
ap-6075	305	5	,	,	PUNCT
ap-6075	305	6	the	the	DET
ap-6075	305	7	command	command	NOUN
ap-6075	305	8	line	line	NOUN
ap-6075	305	9	arguments	argument	NOUN
ap-6075	305	10	are	be	AUX
ap-6075	305	11	parsed	parse	VERB
ap-6075	305	12	and	and	CCONJ
ap-6075	305	13	based	base	VERB
ap-6075	305	14	on	on	ADP
ap-6075	305	15	126	126	NUM
ap-6075	305	16	vol	vol	NOUN
ap-6075	305	17	.	.	PUNCT
ap-6075	306	1	61	61	NUM
ap-6075	306	2	special	special	ADJ
ap-6075	306	3	issue/2021	issue/2021	NOUN
ap-6075	306	4	tnl	tnl	PROPN
ap-6075	306	5	:	:	PUNCT
ap-6075	306	6	numerical	numerical	PROPN
ap-6075	306	7	library	library	NOUN
ap-6075	306	8	for	for	ADP
ap-6075	306	9	modern	modern	ADJ
ap-6075	306	10	parallel	parallel	ADJ
ap-6075	306	11	architectures	architecture	NOUN
ap-6075	306	12	figure	figure	VERB
ap-6075	306	13	2	2	NUM
ap-6075	306	14	.	.	PUNCT
ap-6075	306	15	structure	structure	NOUN
ap-6075	306	16	of	of	ADP
ap-6075	306	17	the	the	DET
ap-6075	306	18	pde	pde	NOUN
ap-6075	306	19	framework.the	framework.the	DET
ap-6075	306	20	green	green	ADJ
ap-6075	306	21	boxes	box	NOUN
ap-6075	306	22	on	on	ADP
ap-6075	306	23	the	the	DET
ap-6075	306	24	right	right	NOUN
ap-6075	306	25	are	be	AUX
ap-6075	306	26	part	part	NOUN
ap-6075	306	27	of	of	ADP
ap-6075	306	28	a	a	DET
ap-6075	306	29	problem	problem	NOUN
ap-6075	306	30	written	write	VERB
ap-6075	306	31	by	by	ADP
ap-6075	306	32	the	the	DET
ap-6075	306	33	user	user	NOUN
ap-6075	306	34	.	.	PUNCT
ap-6075	307	1	the	the	DET
ap-6075	307	2	blue	blue	ADJ
ap-6075	307	3	ones	one	NOUN
ap-6075	307	4	on	on	ADP
ap-6075	307	5	the	the	DET
ap-6075	307	6	left	left	NOUN
ap-6075	307	7	are	be	AUX
ap-6075	307	8	the	the	DET
ap-6075	307	9	solver	solver	ADJ
ap-6075	307	10	part	part	NOUN
ap-6075	307	11	implemented	implement	VERB
ap-6075	307	12	in	in	ADP
ap-6075	307	13	tnl	tnl	PROPN
ap-6075	307	14	.	.	PUNCT
ap-6075	308	1	the	the	DET
ap-6075	308	2	yellow	yellow	ADJ
ap-6075	308	3	boxes	box	NOUN
ap-6075	308	4	represent	represent	VERB
ap-6075	308	5	the	the	DET
ap-6075	308	6	template	template	NOUN
ap-6075	308	7	parameters	parameter	NOUN
ap-6075	308	8	and	and	CCONJ
ap-6075	308	9	the	the	DET
ap-6075	308	10	violet	violet	ADJ
ap-6075	308	11	ones	one	NOUN
ap-6075	308	12	stand	stand	VERB
ap-6075	308	13	for	for	ADP
ap-6075	308	14	data	datum	NOUN
ap-6075	308	15	.	.	PUNCT
ap-6075	309	1	127	127	NUM
ap-6075	309	2	t.	t.	NOUN
ap-6075	309	3	oberhuber	oberhuber	PROPN
ap-6075	309	4	,	,	PUNCT
ap-6075	309	5	j.	j.	PROPN
ap-6075	309	6	klinkovský	klinkovský	PROPN
ap-6075	309	7	,	,	PUNCT
ap-6075	309	8	r.	r.	PROPN
ap-6075	309	9	fučík	fučík	PROPN
ap-6075	309	10	acta	acta	PROPN
ap-6075	309	11	polytechnica	polytechnica	PROPN
ap-6075	309	12	the	the	DET
ap-6075	309	13	definition	definition	NOUN
ap-6075	309	14	of	of	ADP
ap-6075	309	15	the	the	DET
ap-6075	309	16	configuration	configuration	NOUN
ap-6075	309	17	keywords	keyword	NOUN
ap-6075	309	18	,	,	PUNCT
ap-6075	309	19	the	the	DET
ap-6075	309	20	configuration	configuration	NOUN
ap-6075	309	21	parameters	parameter	NOUN
ap-6075	309	22	are	be	AUX
ap-6075	309	23	resolved	resolve	VERB
ap-6075	309	24	and	and	CCONJ
ap-6075	309	25	stored	store	VERB
ap-6075	309	26	in	in	ADP
ap-6075	309	27	a	a	DET
ap-6075	309	28	container	container	NOUN
ap-6075	309	29	tnl::config::parametercontainer	tnl::config::parametercontainer	NOUN
ap-6075	309	30	.	.	PUNCT
ap-6075	310	1	the	the	DET
ap-6075	310	2	control	control	NOUN
ap-6075	310	3	is	be	AUX
ap-6075	310	4	then	then	ADV
ap-6075	310	5	passed	pass	VERB
ap-6075	310	6	to	to	ADP
ap-6075	310	7	the	the	DET
ap-6075	310	8	solverinitiator	solverinitiator	NOUN
ap-6075	310	9	that	that	PRON
ap-6075	310	10	reads	read	VERB
ap-6075	310	11	the	the	DET
ap-6075	310	12	file	file	NOUN
ap-6075	310	13	with	with	ADP
ap-6075	310	14	the	the	DET
ap-6075	310	15	numerical	numerical	ADJ
ap-6075	310	16	mesh	mesh	NOUN
ap-6075	310	17	given	give	VERB
ap-6075	310	18	by	by	ADP
ap-6075	310	19	the	the	DET
ap-6075	310	20	value	value	NOUN
ap-6075	310	21	of	of	ADP
ap-6075	310	22	the	the	DET
ap-6075	310	23	configuration	configuration	NOUN
ap-6075	310	24	keyword	keyword	NOUN
ap-6075	310	25	–	–	PUNCT
ap-6075	310	26	mesh	mesh	NOUN
ap-6075	310	27	.	.	PUNCT
ap-6075	311	1	it	it	PRON
ap-6075	311	2	is	be	AUX
ap-6075	311	3	a	a	DET
ap-6075	311	4	binary	binary	ADJ
ap-6075	311	5	file	file	NOUN
ap-6075	311	6	created	create	VERB
ap-6075	311	7	by	by	ADP
ap-6075	311	8	the	the	DET
ap-6075	311	9	tnl	tnl	PROPN
ap-6075	311	10	tool	tool	NOUN
ap-6075	311	11	tnl	tnl	PROPN
ap-6075	311	12	-	-	PUNCT
ap-6075	311	13	grid	grid	NOUN
ap-6075	311	14	-	-	PUNCT
ap-6075	311	15	setup	setup	NOUN
ap-6075	311	16	and	and	CCONJ
ap-6075	311	17	it	it	PRON
ap-6075	311	18	contains	contain	VERB
ap-6075	311	19	a	a	DET
ap-6075	311	20	binary	binary	ADJ
ap-6075	311	21	image	image	NOUN
ap-6075	311	22	of	of	ADP
ap-6075	311	23	templated	templated	ADJ
ap-6075	311	24	class	class	NOUN
ap-6075	311	25	grid	grid	NOUN
ap-6075	311	26	.	.	PUNCT
ap-6075	312	1	in	in	ADP
ap-6075	312	2	tnl	tnl	PROPN
ap-6075	312	3	,	,	PUNCT
ap-6075	312	4	most	most	ADJ
ap-6075	312	5	objects	object	NOUN
ap-6075	312	6	may	may	AUX
ap-6075	312	7	be	be	AUX
ap-6075	312	8	saved	save	VERB
ap-6075	312	9	in	in	ADP
ap-6075	312	10	the	the	DET
ap-6075	312	11	binary	binary	ADJ
ap-6075	312	12	format	format	NOUN
ap-6075	312	13	using	use	VERB
ap-6075	312	14	the	the	DET
ap-6075	312	15	method	method	NOUN
ap-6075	312	16	save	save	VERB
ap-6075	312	17	.	.	PUNCT
ap-6075	313	1	a	a	DET
ap-6075	313	2	header	header	NOUN
ap-6075	313	3	of	of	ADP
ap-6075	313	4	such	such	ADJ
ap-6075	313	5	file	file	NOUN
ap-6075	313	6	contains	contain	VERB
ap-6075	313	7	the	the	DET
ap-6075	313	8	object	object	NOUN
ap-6075	313	9	type	type	NOUN
ap-6075	313	10	written	write	VERB
ap-6075	313	11	in	in	ADP
ap-6075	313	12	the	the	DET
ap-6075	313	13	c++	c++	NOUN
ap-6075	313	14	style	style	NOUN
ap-6075	313	15	,	,	PUNCT
ap-6075	313	16	e.g.	e.g.	ADV
ap-6075	313	17	,	,	PUNCT
ap-6075	313	18	tnl::meshes::grid	tnl::meshes::grid	VERB
ap-6075	313	19	<	<	X
ap-6075	313	20	2	2	NUM
ap-6075	313	21	,	,	PUNCT
ap-6075	313	22	double	double	ADJ
ap-6075	313	23	,	,	PUNCT
ap-6075	313	24	tnl::devices::host	tnl::devices::host	ADJ
ap-6075	313	25	,	,	PUNCT
ap-6075	313	26	int	int	NOUN
ap-6075	313	27	>	>	PUNCT
ap-6075	313	28	.	.	PUNCT
ap-6075	314	1	the	the	DET
ap-6075	314	2	solver	solver	ADJ
ap-6075	314	3	initiator	initiator	NOUN
ap-6075	314	4	parses	parse	NOUN
ap-6075	314	5	template	template	NOUN
ap-6075	314	6	arguments	argument	NOUN
ap-6075	314	7	of	of	ADP
ap-6075	314	8	this	this	DET
ap-6075	314	9	object	object	NOUN
ap-6075	314	10	type	type	NOUN
ap-6075	314	11	and	and	CCONJ
ap-6075	314	12	so	so	ADV
ap-6075	314	13	it	it	PRON
ap-6075	314	14	can	can	AUX
ap-6075	314	15	resolve	resolve	VERB
ap-6075	314	16	the	the	DET
ap-6075	314	17	mesh	mesh	NOUN
ap-6075	314	18	type	type	NOUN
ap-6075	314	19	completely	completely	ADV
ap-6075	314	20	.	.	PUNCT
ap-6075	315	1	the	the	DET
ap-6075	315	2	values	value	NOUN
ap-6075	315	3	of	of	ADP
ap-6075	315	4	its	its	PRON
ap-6075	315	5	template	template	NOUN
ap-6075	315	6	parameters	parameter	NOUN
ap-6075	315	7	real	real	ADJ
ap-6075	315	8	and	and	CCONJ
ap-6075	315	9	index	index	NOUN
ap-6075	315	10	are	be	AUX
ap-6075	315	11	used	use	VERB
ap-6075	315	12	as	as	ADP
ap-6075	315	13	default	default	NOUN
ap-6075	315	14	values	value	NOUN
ap-6075	315	15	for	for	ADP
ap-6075	315	16	floating	float	VERB
ap-6075	315	17	point	point	NOUN
ap-6075	315	18	arithmetics	arithmetic	NOUN
ap-6075	315	19	and	and	CCONJ
ap-6075	315	20	indexing	indexing	NOUN
ap-6075	315	21	type	type	NOUN
ap-6075	315	22	in	in	ADP
ap-6075	315	23	the	the	DET
ap-6075	315	24	problem	problem	NOUN
ap-6075	315	25	.	.	PUNCT
ap-6075	316	1	this	this	PRON
ap-6075	316	2	can	can	AUX
ap-6075	316	3	be	be	AUX
ap-6075	316	4	changed	change	VERB
ap-6075	316	5	by	by	ADP
ap-6075	316	6	the	the	DET
ap-6075	316	7	configuration	configuration	NOUN
ap-6075	316	8	keywords	keyword	NOUN
ap-6075	316	9	–	–	PUNCT
ap-6075	316	10	real	real	ADJ
ap-6075	316	11	-	-	PUNCT
ap-6075	316	12	type	type	NOUN
ap-6075	316	13	and	and	CCONJ
ap-6075	316	14	–	–	PUNCT
ap-6075	316	15	index	index	NOUN
ap-6075	316	16	-	-	PUNCT
ap-6075	316	17	type	type	NOUN
ap-6075	316	18	.	.	PUNCT
ap-6075	317	1	together	together	ADV
ap-6075	317	2	with	with	ADP
ap-6075	317	3	the	the	DET
ap-6075	317	4	argument	argument	NOUN
ap-6075	317	5	–	–	PUNCT
ap-6075	317	6	device	device	NOUN
ap-6075	317	7	-	-	PUNCT
ap-6075	317	8	type	type	NOUN
ap-6075	317	9	,	,	PUNCT
ap-6075	317	10	the	the	DET
ap-6075	317	11	solver	solver	ADJ
ap-6075	317	12	initiator	initiator	NOUN
ap-6075	317	13	can	can	AUX
ap-6075	317	14	resolve	resolve	VERB
ap-6075	317	15	the	the	DET
ap-6075	317	16	primary	primary	ADJ
ap-6075	317	17	template	template	NOUN
ap-6075	317	18	arguments	argument	NOUN
ap-6075	317	19	(	(	PUNCT
ap-6075	317	20	realtype	realtype	NOUN
ap-6075	317	21	,	,	PUNCT
ap-6075	317	22	devicetype	devicetype	NOUN
ap-6075	317	23	,	,	PUNCT
ap-6075	317	24	and	and	CCONJ
ap-6075	317	25	indextype	indextype	NOUN
ap-6075	317	26	)	)	PUNCT
ap-6075	317	27	and	and	CCONJ
ap-6075	317	28	meshtype	meshtype	NOUN
ap-6075	317	29	for	for	ADP
ap-6075	317	30	the	the	DET
ap-6075	317	31	problem	problem	NOUN
ap-6075	317	32	.	.	PUNCT
ap-6075	318	1	the	the	DET
ap-6075	318	2	solver	solver	NOUN
ap-6075	318	3	may	may	AUX
ap-6075	318	4	,	,	PUNCT
ap-6075	318	5	however	however	ADV
ap-6075	318	6	,	,	PUNCT
ap-6075	318	7	depend	depend	VERB
ap-6075	318	8	on	on	ADP
ap-6075	318	9	some	some	DET
ap-6075	318	10	other	other	ADJ
ap-6075	318	11	template	template	NOUN
ap-6075	318	12	types	type	NOUN
ap-6075	318	13	like	like	ADP
ap-6075	318	14	numerical	numerical	ADJ
ap-6075	318	15	scheme	scheme	NOUN
ap-6075	318	16	or	or	CCONJ
ap-6075	318	17	boundary	boundary	ADJ
ap-6075	318	18	conditions	condition	NOUN
ap-6075	318	19	.	.	PUNCT
ap-6075	319	1	we	we	PRON
ap-6075	319	2	refer	refer	VERB
ap-6075	319	3	to	to	ADP
ap-6075	319	4	them	they	PRON
ap-6075	319	5	as	as	ADP
ap-6075	319	6	secondary	secondary	ADJ
ap-6075	319	7	template	template	NOUN
ap-6075	319	8	arguments	argument	NOUN
ap-6075	319	9	.	.	PUNCT
ap-6075	320	1	to	to	PART
ap-6075	320	2	resolve	resolve	VERB
ap-6075	320	3	them	they	PRON
ap-6075	320	4	,	,	PUNCT
ap-6075	320	5	the	the	DET
ap-6075	320	6	control	control	NOUN
ap-6075	320	7	is	be	AUX
ap-6075	320	8	passed	pass	VERB
ap-6075	320	9	to	to	ADP
ap-6075	320	10	the	the	DET
ap-6075	320	11	problemsetter	problemsetter	NOUN
ap-6075	320	12	.	.	PUNCT
ap-6075	321	1	the	the	DET
ap-6075	321	2	solver	solver	ADJ
ap-6075	321	3	starter	starter	NOUN
ap-6075	321	4	(	(	PUNCT
ap-6075	321	5	based	base	VERB
ap-6075	321	6	on	on	ADP
ap-6075	321	7	the	the	DET
ap-6075	321	8	configuration	configuration	NOUN
ap-6075	321	9	parameters	parameter	NOUN
ap-6075	321	10	)	)	PUNCT
ap-6075	321	11	sets	set	VERB
ap-6075	321	12	up	up	ADP
ap-6075	321	13	the	the	DET
ap-6075	321	14	templated	template	VERB
ap-6075	321	15	types	type	NOUN
ap-6075	321	16	for	for	ADP
ap-6075	321	17	the	the	DET
ap-6075	321	18	time	time	NOUN
ap-6075	321	19	discretization	discretization	NOUN
ap-6075	321	20	(	(	PUNCT
ap-6075	321	21	timestepper	timestepper	NOUN
ap-6075	321	22	)	)	PUNCT
ap-6075	321	23	and	and	CCONJ
ap-6075	321	24	related	related	ADJ
ap-6075	321	25	solvers	solver	NOUN
ap-6075	321	26	–	–	PUNCT
ap-6075	321	27	the	the	DET
ap-6075	321	28	runge	runge	NOUN
ap-6075	321	29	-	-	PUNCT
ap-6075	321	30	kutta	kutta	NOUN
ap-6075	321	31	solver	solver	NOUN
ap-6075	321	32	for	for	ADP
ap-6075	321	33	the	the	DET
ap-6075	321	34	explicit	explicit	ADJ
ap-6075	321	35	time	time	NOUN
ap-6075	321	36	discretization	discretization	NOUN
ap-6075	321	37	or	or	CCONJ
ap-6075	321	38	linear	linear	PROPN
ap-6075	321	39	systems	system	NOUN
ap-6075	321	40	solver	solver	VERB
ap-6075	321	41	for	for	ADP
ap-6075	321	42	semi	semi	ADJ
ap-6075	321	43	-	-	ADJ
ap-6075	321	44	implicit	implicit	ADJ
ap-6075	321	45	scheme	scheme	NOUN
ap-6075	321	46	.	.	PUNCT
ap-6075	322	1	at	at	ADP
ap-6075	322	2	the	the	DET
ap-6075	322	3	end	end	NOUN
ap-6075	322	4	,	,	PUNCT
ap-6075	322	5	the	the	DET
ap-6075	322	6	solver	solver	ADJ
ap-6075	322	7	starter	starter	NOUN
ap-6075	322	8	creates	create	VERB
ap-6075	322	9	an	an	DET
ap-6075	322	10	instance	instance	NOUN
ap-6075	322	11	of	of	ADP
ap-6075	322	12	the	the	DET
ap-6075	322	13	class	class	NOUN
ap-6075	322	14	problem	problem	NOUN
ap-6075	322	15	,	,	PUNCT
ap-6075	322	16	passes	pass	VERB
ap-6075	322	17	it	it	PRON
ap-6075	322	18	to	to	ADP
ap-6075	322	19	the	the	DET
ap-6075	322	20	pdesolver	pdesolver	NOUN
ap-6075	322	21	and	and	CCONJ
ap-6075	322	22	starts	start	VERB
ap-6075	322	23	the	the	DET
ap-6075	322	24	solver	solver	NOUN
ap-6075	322	25	.	.	PUNCT
ap-6075	323	1	pdesolver	pdesolver	PROPN
ap-6075	323	2	loads	load	VERB
ap-6075	323	3	the	the	DET
ap-6075	323	4	numerical	numerical	ADJ
ap-6075	323	5	mesh	mesh	NOUN
ap-6075	323	6	from	from	ADP
ap-6075	323	7	the	the	DET
ap-6075	323	8	file	file	NOUN
ap-6075	323	9	and	and	CCONJ
ap-6075	323	10	,	,	PUNCT
ap-6075	323	11	subsequently	subsequently	ADV
ap-6075	323	12	,	,	PUNCT
ap-6075	323	13	it	it	PRON
ap-6075	323	14	calls	call	VERB
ap-6075	323	15	methods	method	NOUN
ap-6075	323	16	of	of	ADP
ap-6075	323	17	the	the	DET
ap-6075	323	18	class	class	NOUN
ap-6075	323	19	problem	problem	NOUN
ap-6075	323	20	which	which	PRON
ap-6075	323	21	we	we	PRON
ap-6075	323	22	describe	describe	VERB
ap-6075	323	23	in	in	ADP
ap-6075	323	24	the	the	DET
ap-6075	323	25	following	follow	VERB
ap-6075	323	26	section	section	NOUN
ap-6075	323	27	.	.	PUNCT
ap-6075	324	1	4.2	4.2	NUM
ap-6075	324	2	.	.	PUNCT
ap-6075	324	3	pde	pde	NOUN
ap-6075	324	4	problem	problem	NOUN
ap-6075	324	5	structure	structure	NOUN
ap-6075	324	6	the	the	DET
ap-6075	324	7	class	class	NOUN
ap-6075	324	8	problem	problem	NOUN
ap-6075	324	9	representing	represent	VERB
ap-6075	324	10	the	the	DET
ap-6075	324	11	heatequation	heatequation	NOUN
ap-6075	324	12	or	or	CCONJ
ap-6075	324	13	similar	similar	ADJ
ap-6075	324	14	parabolic	parabolic	ADJ
ap-6075	324	15	problem	problem	NOUN
ap-6075	324	16	could	could	AUX
ap-6075	324	17	be	be	AUX
ap-6075	324	18	parametrized	parametrize	VERB
ap-6075	324	19	by	by	ADP
ap-6075	324	20	four	four	NUM
ap-6075	324	21	template	template	NOUN
ap-6075	324	22	parameters	parameter	NOUN
ap-6075	324	23	–	–	PUNCT
ap-6075	324	24	mesh	mesh	NOUN
ap-6075	324	25	,	,	PUNCT
ap-6075	324	26	boundaryconditions	boundarycondition	NOUN
ap-6075	324	27	,	,	PUNCT
ap-6075	324	28	righthandside	righthandside	NOUN
ap-6075	324	29	and	and	CCONJ
ap-6075	324	30	differentialoperator	differentialoperator	NOUN
ap-6075	324	31	defining	define	VERB
ap-6075	324	32	the	the	DET
ap-6075	324	33	mesh	mesh	NOUN
ap-6075	324	34	type	type	NOUN
ap-6075	324	35	,	,	PUNCT
ap-6075	324	36	the	the	DET
ap-6075	324	37	boundary	boundary	ADJ
ap-6075	324	38	conditions	condition	NOUN
ap-6075	324	39	(	(	PUNCT
ap-6075	324	40	3	3	NUM
ap-6075	324	41	)	)	PUNCT
ap-6075	324	42	,	,	PUNCT
ap-6075	324	43	the	the	DET
ap-6075	324	44	right	right	ADJ
ap-6075	324	45	-	-	PUNCT
ap-6075	324	46	hand	hand	NOUN
ap-6075	324	47	side	side	NOUN
ap-6075	324	48	of	of	ADP
ap-6075	324	49	equation	equation	NOUN
ap-6075	324	50	(	(	PUNCT
ap-6075	324	51	1	1	NUM
ap-6075	324	52	)	)	PUNCT
ap-6075	324	53	and	and	CCONJ
ap-6075	324	54	the	the	DET
ap-6075	324	55	differential	differential	ADJ
ap-6075	324	56	operator	operator	NOUN
ap-6075	324	57	in	in	ADP
ap-6075	324	58	the	the	DET
ap-6075	324	59	same	same	ADJ
ap-6075	324	60	equation	equation	NOUN
ap-6075	324	61	(	(	PUNCT
ap-6075	324	62	1	1	NUM
ap-6075	324	63	)	)	PUNCT
ap-6075	324	64	respectively	respectively	ADV
ap-6075	324	65	.	.	PUNCT
ap-6075	325	1	it	it	PRON
ap-6075	325	2	is	be	AUX
ap-6075	325	3	inherited	inherit	VERB
ap-6075	325	4	from	from	ADP
ap-6075	325	5	a	a	DET
ap-6075	325	6	templated	template	VERB
ap-6075	325	7	class	class	NOUN
ap-6075	325	8	tnl::problems::pdeproblem	tnl::problems::pdeproblem	NOUN
ap-6075	325	9	which	which	PRON
ap-6075	325	10	defines	define	VERB
ap-6075	325	11	the	the	DET
ap-6075	325	12	following	follow	VERB
ap-6075	325	13	methods	method	NOUN
ap-6075	325	14	(	(	PUNCT
ap-6075	325	15	we	we	PRON
ap-6075	325	16	list	list	VERB
ap-6075	325	17	only	only	ADV
ap-6075	325	18	the	the	DET
ap-6075	325	19	most	most	ADV
ap-6075	325	20	important	important	ADJ
ap-6075	325	21	ones	one	NOUN
ap-6075	325	22	):	):	PUNCT
ap-6075	325	23	•	•	X
ap-6075	325	24	setup	setup	NOUN
ap-6075	325	25	this	this	DET
ap-6075	325	26	method	method	NOUN
ap-6075	325	27	serves	serve	VERB
ap-6075	325	28	for	for	ADP
ap-6075	325	29	set	set	NOUN
ap-6075	325	30	-	-	PUNCT
ap-6075	325	31	up	up	NOUN
ap-6075	325	32	of	of	ADP
ap-6075	325	33	the	the	DET
ap-6075	325	34	problem	problem	NOUN
ap-6075	325	35	configuration	configuration	NOUN
ap-6075	325	36	parameters	parameter	NOUN
ap-6075	325	37	which	which	PRON
ap-6075	325	38	were	be	AUX
ap-6075	325	39	parsed	parse	VERB
ap-6075	325	40	from	from	ADP
ap-6075	325	41	the	the	DET
ap-6075	325	42	command	command	NOUN
ap-6075	325	43	-	-	PUNCT
ap-6075	325	44	line	line	NOUN
ap-6075	325	45	arguments	argument	NOUN
ap-6075	325	46	.	.	PUNCT
ap-6075	326	1	•	•	NOUN
ap-6075	326	2	getdofs	getdof	NOUN
ap-6075	326	3	based	base	VERB
ap-6075	326	4	on	on	ADP
ap-6075	326	5	the	the	DET
ap-6075	326	6	numerical	numerical	ADJ
ap-6075	326	7	mesh	mesh	NOUN
ap-6075	326	8	,	,	PUNCT
ap-6075	326	9	problem	problem	NOUN
ap-6075	326	10	type	type	NOUN
ap-6075	326	11	(	(	PUNCT
ap-6075	326	12	single	single	ADJ
ap-6075	326	13	pde	pde	NOUN
ap-6075	326	14	or	or	CCONJ
ap-6075	326	15	system	system	NOUN
ap-6075	326	16	of	of	ADP
ap-6075	326	17	pdes	pde	NOUN
ap-6075	326	18	)	)	PUNCT
ap-6075	326	19	and	and	CCONJ
ap-6075	326	20	type	type	NOUN
ap-6075	326	21	of	of	ADP
ap-6075	326	22	the	the	DET
ap-6075	326	23	mesh	mesh	NOUN
ap-6075	326	24	entities	entity	NOUN
ap-6075	326	25	linked	link	VERB
ap-6075	326	26	with	with	ADP
ap-6075	326	27	dofs	dof	NOUN
ap-6075	326	28	(	(	PUNCT
ap-6075	326	29	cells	cell	NOUN
ap-6075	326	30	,	,	PUNCT
ap-6075	326	31	faces	face	NOUN
ap-6075	326	32	or	or	CCONJ
ap-6075	326	33	vertexes	vertex	NOUN
ap-6075	326	34	)	)	PUNCT
ap-6075	326	35	,	,	PUNCT
ap-6075	326	36	this	this	DET
ap-6075	326	37	method	method	NOUN
ap-6075	326	38	returns	return	VERB
ap-6075	326	39	a	a	DET
ap-6075	326	40	number	number	NOUN
ap-6075	326	41	of	of	ADP
ap-6075	326	42	dofs	dof	NOUN
ap-6075	326	43	for	for	ADP
ap-6075	326	44	the	the	DET
ap-6075	326	45	unknown	unknown	ADJ
ap-6075	326	46	mesh	mesh	NOUN
ap-6075	326	47	function	function	NOUN
ap-6075	326	48	(	(	PUNCT
ap-6075	326	49	it	it	PRON
ap-6075	326	50	is	be	AUX
ap-6075	326	51	uk	uk	PROPN
ap-6075	326	52	ij	ij	INTJ
ap-6075	326	53	(	(	PUNCT
ap-6075	326	54	5	5	NUM
ap-6075	326	55	)	)	PUNCT
ap-6075	326	56	or	or	CCONJ
ap-6075	326	57	uij(t	uij(t	PROPN
ap-6075	326	58	)	)	PUNCT
ap-6075	326	59	(	(	PUNCT
ap-6075	326	60	6	6	NUM
ap-6075	326	61	)	)	PUNCT
ap-6075	326	62	in	in	ADP
ap-6075	326	63	our	our	PRON
ap-6075	326	64	example	example	NOUN
ap-6075	326	65	)	)	PUNCT
ap-6075	326	66	.	.	PUNCT
ap-6075	327	1	dofs	dof	NOUN
ap-6075	327	2	are	be	AUX
ap-6075	327	3	then	then	ADV
ap-6075	327	4	allocated	allocate	VERB
ap-6075	327	5	by	by	ADP
ap-6075	327	6	the	the	DET
ap-6075	327	7	solver	solver	NOUN
ap-6075	327	8	.	.	PUNCT
ap-6075	328	1	•	•	NOUN
ap-6075	328	2	binddofs	binddof	NOUN
ap-6075	328	3	this	this	DET
ap-6075	328	4	method	method	NOUN
ap-6075	328	5	serves	serve	VERB
ap-6075	328	6	for	for	ADP
ap-6075	328	7	binding	bind	VERB
ap-6075	328	8	of	of	ADP
ap-6075	328	9	dofs	dof	NOUN
ap-6075	328	10	into	into	ADP
ap-6075	328	11	mesh	mesh	NOUN
ap-6075	328	12	functions	function	NOUN
ap-6075	328	13	.	.	PUNCT
ap-6075	329	1	•	•	NUM
ap-6075	329	2	setinitialcondition	setinitialcondition	NOUN
ap-6075	329	3	the	the	DET
ap-6075	329	4	initial	initial	ADJ
ap-6075	329	5	condition	condition	NOUN
ap-6075	329	6	uini	uini	NOUN
ap-6075	329	7	(	(	PUNCT
ap-6075	329	8	2	2	NUM
ap-6075	329	9	)	)	PUNCT
ap-6075	329	10	may	may	AUX
ap-6075	329	11	be	be	AUX
ap-6075	329	12	set	set	VERB
ap-6075	329	13	here	here	ADV
ap-6075	329	14	.	.	PUNCT
ap-6075	330	1	•	•	NUM
ap-6075	330	2	getexplicitupdate	getexplicitupdate	VERB
ap-6075	330	3	this	this	DET
ap-6075	330	4	method	method	NOUN
ap-6075	330	5	evaluates	evaluate	VERB
ap-6075	330	6	the	the	DET
ap-6075	330	7	right	right	ADJ
ap-6075	330	8	-	-	PUNCT
ap-6075	330	9	hand	hand	NOUN
ap-6075	330	10	side	side	NOUN
ap-6075	330	11	(	(	PUNCT
ap-6075	330	12	5	5	NUM
ap-6075	330	13	)	)	PUNCT
ap-6075	330	14	of	of	ADP
ap-6075	330	15	the	the	DET
ap-6075	330	16	explicit	explicit	ADJ
ap-6075	330	17	numerical	numerical	ADJ
ap-6075	330	18	scheme	scheme	NOUN
ap-6075	330	19	.	.	PUNCT
ap-6075	331	1	it	it	PRON
ap-6075	331	2	is	be	AUX
ap-6075	331	3	called	call	VERB
ap-6075	331	4	for	for	ADP
ap-6075	331	5	the	the	DET
ap-6075	331	6	explicit	explicit	ADJ
ap-6075	331	7	time	time	NOUN
ap-6075	331	8	discretization	discretization	NOUN
ap-6075	331	9	only	only	ADV
ap-6075	331	10	.	.	PUNCT
ap-6075	332	1	•	•	NUM
ap-6075	332	2	setuplinearsystem	setuplinearsystem	NOUN
ap-6075	332	3	in	in	ADP
ap-6075	332	4	the	the	DET
ap-6075	332	5	case	case	NOUN
ap-6075	332	6	of	of	ADP
ap-6075	332	7	semi	semi	ADJ
ap-6075	332	8	-	-	ADJ
ap-6075	332	9	implicit	implicit	ADJ
ap-6075	332	10	time	time	NOUN
ap-6075	332	11	discretization	discretization	NOUN
ap-6075	332	12	,	,	PUNCT
ap-6075	332	13	this	this	DET
ap-6075	332	14	method	method	NOUN
ap-6075	332	15	serves	serve	VERB
ap-6075	332	16	for	for	ADP
ap-6075	332	17	setup	setup	NOUN
ap-6075	332	18	of	of	ADP
ap-6075	332	19	the	the	DET
ap-6075	332	20	(	(	PUNCT
ap-6075	332	21	sparse	sparse	ADJ
ap-6075	332	22	)	)	PUNCT
ap-6075	332	23	matrix	matrix	NOUN
ap-6075	332	24	format	format	NOUN
ap-6075	332	25	storing	store	VERB
ap-6075	332	26	the	the	DET
ap-6075	332	27	linear	linear	ADJ
ap-6075	332	28	system	system	NOUN
ap-6075	332	29	(	(	PUNCT
ap-6075	332	30	8)	8)	NUM
ap-6075	332	31	as	as	SCONJ
ap-6075	332	32	described	describe	VERB
ap-6075	332	33	in	in	ADP
ap-6075	332	34	the	the	DET
ap-6075	332	35	section	section	NOUN
ap-6075	332	36	3.2	3.2	NUM
ap-6075	332	37	.	.	PUNCT
ap-6075	333	1	it	it	PRON
ap-6075	333	2	is	be	AUX
ap-6075	333	3	called	call	VERB
ap-6075	333	4	only	only	ADV
ap-6075	333	5	for	for	ADP
ap-6075	333	6	the	the	DET
ap-6075	333	7	semi	semi	ADJ
ap-6075	333	8	-	-	ADJ
ap-6075	333	9	implicit	implicit	ADJ
ap-6075	333	10	time	time	NOUN
ap-6075	333	11	discretization	discretization	NOUN
ap-6075	333	12	.	.	PUNCT
ap-6075	334	1	•	•	NOUN
ap-6075	334	2	assemblylinearsystem	assemblylinearsystem	ADV
ap-6075	334	3	this	this	DET
ap-6075	334	4	method	method	NOUN
ap-6075	334	5	is	be	AUX
ap-6075	334	6	responsible	responsible	ADJ
ap-6075	334	7	for	for	ADP
ap-6075	334	8	the	the	DET
ap-6075	334	9	construction	construction	NOUN
ap-6075	334	10	of	of	ADP
ap-6075	334	11	the	the	DET
ap-6075	334	12	linear	linear	ADJ
ap-6075	334	13	system	system	NOUN
ap-6075	334	14	(	(	PUNCT
ap-6075	334	15	8)	8)	NUM
ap-6075	334	16	.	.	PUNCT
ap-6075	335	1	it	it	PRON
ap-6075	335	2	is	be	AUX
ap-6075	335	3	called	call	VERB
ap-6075	335	4	for	for	ADP
ap-6075	335	5	the	the	DET
ap-6075	335	6	semi	semi	ADJ
ap-6075	335	7	-	-	ADJ
ap-6075	335	8	implicit	implicit	ADJ
ap-6075	335	9	time	time	NOUN
ap-6075	335	10	discretization	discretization	NOUN
ap-6075	335	11	only	only	ADV
ap-6075	335	12	.	.	PUNCT
ap-6075	336	1	•	•	NUM
ap-6075	336	2	makesnapshot	makesnapshot	ADJ
ap-6075	336	3	this	this	DET
ap-6075	336	4	method	method	NOUN
ap-6075	336	5	stores	store	VERB
ap-6075	336	6	the	the	DET
ap-6075	336	7	state	state	NOUN
ap-6075	336	8	of	of	ADP
ap-6075	336	9	the	the	DET
ap-6075	336	10	time	time	NOUN
ap-6075	336	11	dependent	dependent	ADJ
ap-6075	336	12	problem	problem	NOUN
ap-6075	336	13	into	into	ADP
ap-6075	336	14	a	a	DET
ap-6075	336	15	file	file	NOUN
ap-6075	336	16	.	.	PUNCT
ap-6075	337	1	5	5	X
ap-6075	337	2	.	.	X
ap-6075	337	3	tnl	tnl	NOUN
ap-6075	337	4	tools	tool	NOUN
ap-6075	337	5	tnl	tnl	NOUN
ap-6075	337	6	offers	offer	VERB
ap-6075	337	7	several	several	ADJ
ap-6075	337	8	helper	helper	NOUN
ap-6075	337	9	tools	tool	NOUN
ap-6075	337	10	(	(	PUNCT
ap-6075	337	11	see	see	VERB
ap-6075	337	12	figure	figure	NOUN
ap-6075	337	13	3	3	NUM
ap-6075	337	14	)	)	PUNCT
ap-6075	337	15	.	.	PUNCT
ap-6075	338	1	tnl	tnl	PROPN
ap-6075	338	2	-	-	PUNCT
ap-6075	338	3	grid	grid	NOUN
ap-6075	338	4	-	-	PUNCT
ap-6075	338	5	setup	setup	NOUN
ap-6075	338	6	is	be	AUX
ap-6075	338	7	a	a	DET
ap-6075	338	8	simple	simple	ADJ
ap-6075	338	9	utility	utility	NOUN
ap-6075	338	10	for	for	ADP
ap-6075	338	11	creating	create	VERB
ap-6075	338	12	a	a	DET
ap-6075	338	13	file	file	NOUN
ap-6075	338	14	with	with	ADP
ap-6075	338	15	the	the	DET
ap-6075	338	16	numerical	numerical	PROPN
ap-6075	338	17	grid	grid	PROPN
ap-6075	338	18	definition	definition	NOUN
ap-6075	338	19	.	.	PUNCT
ap-6075	339	1	tnl	tnl	PROPN
ap-6075	339	2	-	-	PUNCT
ap-6075	339	3	init	init	PROPN
ap-6075	339	4	serves	serve	VERB
ap-6075	339	5	for	for	ADP
ap-6075	339	6	easier	easy	ADJ
ap-6075	339	7	set	set	NOUN
ap-6075	339	8	-	-	PUNCT
ap-6075	339	9	up	up	NOUN
ap-6075	339	10	of	of	ADP
ap-6075	339	11	initial	initial	ADJ
ap-6075	339	12	conditions	condition	NOUN
ap-6075	339	13	.	.	PUNCT
ap-6075	340	1	it	it	PRON
ap-6075	340	2	produces	produce	VERB
ap-6075	340	3	file	file	NOUN
ap-6075	340	4	with	with	ADP
ap-6075	340	5	binary	binary	ADJ
ap-6075	340	6	image	image	NOUN
ap-6075	340	7	of	of	ADP
ap-6075	340	8	a	a	DET
ap-6075	340	9	mesh	mesh	NOUN
ap-6075	340	10	function	function	NOUN
ap-6075	340	11	.	.	PUNCT
ap-6075	341	1	after	after	SCONJ
ap-6075	341	2	the	the	DET
ap-6075	341	3	problem	problem	NOUN
ap-6075	341	4	solver	solver	NOUN
ap-6075	341	5	finishes	finish	VERB
ap-6075	341	6	the	the	DET
ap-6075	341	7	computation	computation	NOUN
ap-6075	341	8	and	and	CCONJ
ap-6075	341	9	saves	save	VERB
ap-6075	341	10	the	the	DET
ap-6075	341	11	solution	solution	NOUN
ap-6075	341	12	in	in	ADP
ap-6075	341	13	a	a	DET
ap-6075	341	14	form	form	NOUN
ap-6075	341	15	of	of	ADP
ap-6075	341	16	a	a	DET
ap-6075	341	17	sequence	sequence	NOUN
ap-6075	341	18	of	of	ADP
ap-6075	341	19	binary	binary	ADJ
ap-6075	341	20	files	file	NOUN
ap-6075	341	21	,	,	PUNCT
ap-6075	341	22	they	they	PRON
ap-6075	341	23	may	may	AUX
ap-6075	341	24	be	be	AUX
ap-6075	341	25	post	post	ADJ
ap-6075	341	26	-	-	VERB
ap-6075	341	27	processed	process	VERB
ap-6075	341	28	by	by	ADP
ap-6075	341	29	tnl	tnl	NOUN
ap-6075	341	30	-	-	PUNCT
ap-6075	341	31	view	view	NOUN
ap-6075	341	32	to	to	PART
ap-6075	341	33	convert	convert	VERB
ap-6075	341	34	the	the	DET
ap-6075	341	35	binary	binary	ADJ
ap-6075	341	36	data	datum	NOUN
ap-6075	341	37	to	to	ADP
ap-6075	341	38	vtk	vtk	NOUN
ap-6075	341	39	(	(	PUNCT
ap-6075	341	40	or	or	CCONJ
ap-6075	341	41	gnuplot	gnuplot	NOUN
ap-6075	341	42	)	)	PUNCT
ap-6075	341	43	format	format	NOUN
ap-6075	341	44	or	or	CCONJ
ap-6075	341	45	by	by	ADP
ap-6075	341	46	tnl	tnl	PROPN
ap-6075	341	47	-	-	PUNCT
ap-6075	341	48	diff	diff	PROPN
ap-6075	341	49	to	to	PART
ap-6075	341	50	evaluate	evaluate	VERB
ap-6075	341	51	differences	difference	NOUN
ap-6075	341	52	between	between	ADP
ap-6075	341	53	different	different	ADJ
ap-6075	341	54	mesh	mesh	NOUN
ap-6075	341	55	functions	function	NOUN
ap-6075	341	56	or	or	CCONJ
ap-6075	341	57	experimental	experimental	ADJ
ap-6075	341	58	order	order	NOUN
ap-6075	341	59	of	of	ADP
ap-6075	341	60	convergence	convergence	NOUN
ap-6075	341	61	(	(	PUNCT
ap-6075	341	62	eoc	eoc	PROPN
ap-6075	341	63	)	)	PUNCT
ap-6075	341	64	.	.	PUNCT
ap-6075	342	1	tnl	tnl	NOUN
ap-6075	342	2	-	-	PUNCT
ap-6075	342	3	image	image	NOUN
ap-6075	342	4	-	-	PUNCT
ap-6075	342	5	converter	converter	NOUN
ap-6075	342	6	can	can	AUX
ap-6075	342	7	convert	convert	VERB
ap-6075	342	8	images	image	NOUN
ap-6075	342	9	to	to	ADP
ap-6075	342	10	binary	binary	NOUN
ap-6075	342	11	tnl	tnl	PROPN
ap-6075	342	12	files	file	NOUN
ap-6075	342	13	and	and	CCONJ
ap-6075	342	14	vice	vice	ADV
ap-6075	342	15	versa	versa	ADV
ap-6075	342	16	.	.	PUNCT
ap-6075	343	1	currently	currently	ADV
ap-6075	343	2	,	,	PUNCT
ap-6075	343	3	tnl	tnl	PROPN
ap-6075	343	4	supports	support	VERB
ap-6075	343	5	pgm	pgm	NOUN
ap-6075	343	6	(	(	PUNCT
ap-6075	343	7	natively	natively	ADV
ap-6075	343	8	)	)	PUNCT
ap-6075	343	9	,	,	PUNCT
ap-6075	343	10	png	png	PROPN
ap-6075	343	11	(	(	PUNCT
ap-6075	343	12	via	via	ADP
ap-6075	343	13	libpng	libpng	PROPN
ap-6075	343	14	)	)	PUNCT
ap-6075	343	15	,	,	PUNCT
ap-6075	343	16	jpeg	jpeg	NOUN
ap-6075	343	17	(	(	PUNCT
ap-6075	343	18	via	via	ADP
ap-6075	343	19	libjpeg	libjpeg	PROPN
ap-6075	343	20	)	)	PUNCT
ap-6075	343	21	and	and	CCONJ
ap-6075	343	22	dicom	dicom	NOUN
ap-6075	343	23	(	(	PUNCT
ap-6075	343	24	via	via	ADP
ap-6075	343	25	dcmtk	dcmtk	NOUN
ap-6075	343	26	)	)	PUNCT
ap-6075	343	27	.	.	PUNCT
ap-6075	344	1	6	6	X
ap-6075	344	2	.	.	X
ap-6075	344	3	performance	performance	NOUN
ap-6075	344	4	tests	test	NOUN
ap-6075	344	5	computational	computational	ADJ
ap-6075	344	6	benchmarks	benchmark	NOUN
ap-6075	344	7	were	be	AUX
ap-6075	344	8	performed	perform	VERB
ap-6075	344	9	on	on	ADP
ap-6075	344	10	intel	intel	PROPN
ap-6075	344	11	xeon	xeon	PROPN
ap-6075	344	12	e5	e5	PROPN
ap-6075	344	13	-	-	PUNCT
ap-6075	344	14	2640	2640	NUM
ap-6075	344	15	running	run	VERB
ap-6075	344	16	at	at	ADP
ap-6075	344	17	2.4ghz	2.4ghz	NUM
ap-6075	344	18	.	.	PUNCT
ap-6075	345	1	this	this	DET
ap-6075	345	2	cpu	cpu	NOUN
ap-6075	345	3	is	be	AUX
ap-6075	345	4	equipped	equip	VERB
ap-6075	345	5	with	with	ADP
ap-6075	345	6	8	8	NUM
ap-6075	345	7	computational	computational	ADJ
ap-6075	345	8	cores	core	NOUN
ap-6075	345	9	and	and	CCONJ
ap-6075	345	10	25	25	NUM
ap-6075	345	11	mb	mb	ADP
ap-6075	345	12	l3	l3	PROPN
ap-6075	345	13	cache	cache	NOUN
ap-6075	345	14	and	and	CCONJ
ap-6075	345	15	it	it	PRON
ap-6075	345	16	was	be	AUX
ap-6075	345	17	connected	connect	VERB
ap-6075	345	18	to	to	ADP
ap-6075	345	19	ddr4	ddr4	PROPN
ap-6075	345	20	memory	memory	NOUN
ap-6075	345	21	modules	module	NOUN
ap-6075	345	22	.	.	PUNCT
ap-6075	346	1	the	the	DET
ap-6075	346	2	turbo	turbo	NOUN
ap-6075	346	3	-	-	PUNCT
ap-6075	346	4	boost	boost	NOUN
ap-6075	346	5	technology	technology	NOUN
ap-6075	346	6	was	be	AUX
ap-6075	346	7	turned	turn	VERB
ap-6075	346	8	off	off	ADP
ap-6075	346	9	only	only	ADV
ap-6075	346	10	for	for	ADP
ap-6075	346	11	measuring	measure	VERB
ap-6075	346	12	the	the	DET
ap-6075	346	13	weak	weak	ADJ
ap-6075	346	14	scalability	scalability	NOUN
ap-6075	346	15	on	on	ADP
ap-6075	346	16	cpu	cpu	PROPN
ap-6075	346	17	.	.	PUNCT
ap-6075	347	1	for	for	ADP
ap-6075	347	2	all	all	DET
ap-6075	347	3	other	other	ADJ
ap-6075	347	4	computations	computation	NOUN
ap-6075	347	5	it	it	PRON
ap-6075	347	6	was	be	AUX
ap-6075	347	7	turned	turn	VERB
ap-6075	347	8	on	on	ADP
ap-6075	347	9	.	.	PUNCT
ap-6075	348	1	the	the	DET
ap-6075	348	2	gpu	gpu	PROPN
ap-6075	348	3	solvers	solver	NOUN
ap-6075	348	4	were	be	AUX
ap-6075	348	5	tested	test	VERB
ap-6075	348	6	on	on	ADP
ap-6075	348	7	nvidia	nvidia	PROPN
ap-6075	348	8	tesla	tesla	PROPN
ap-6075	348	9	v100	v100	PROPN
ap-6075	348	10	with	with	ADP
ap-6075	348	11	5120	5120	NUM
ap-6075	348	12	cuda	cuda	NOUN
ap-6075	348	13	cores	core	NOUN
ap-6075	348	14	running	run	VERB
ap-6075	348	15	at	at	ADP
ap-6075	348	16	1455	1455	NUM
ap-6075	348	17	mhz	mhz	NOUN
ap-6075	348	18	and	and	CCONJ
ap-6075	348	19	equipped	equip	VERB
ap-6075	348	20	with	with	ADP
ap-6075	348	21	16	16	NUM
ap-6075	348	22	gb	gb	NOUN
ap-6075	348	23	of	of	ADP
ap-6075	348	24	global	global	ADJ
ap-6075	348	25	memory	memory	NOUN
ap-6075	348	26	.	.	PUNCT
ap-6075	349	1	the	the	DET
ap-6075	349	2	heat	heat	NOUN
ap-6075	349	3	equation	equation	NOUN
ap-6075	349	4	(	(	PUNCT
ap-6075	349	5	1–3	1–3	NOUN
ap-6075	349	6	)	)	PUNCT
ap-6075	349	7	was	be	AUX
ap-6075	349	8	solved	solve	VERB
ap-6075	349	9	in	in	ADP
ap-6075	349	10	a	a	DET
ap-6075	349	11	domain	domain	NOUN
ap-6075	349	12	(	(	PUNCT
ap-6075	349	13	−1	−1	NOUN
ap-6075	349	14	,	,	PUNCT
ap-6075	349	15	1)n	1)n	NUM
ap-6075	349	16	where	where	SCONJ
ap-6075	349	17	n	n	NOUN
ap-6075	349	18	=	=	SYM
ap-6075	349	19	1	1	NUM
ap-6075	349	20	,	,	PUNCT
ap-6075	349	21	2	2	NUM
ap-6075	349	22	,	,	PUNCT
ap-6075	349	23	3	3	NUM
ap-6075	349	24	denotes	denote	VERB
ap-6075	349	25	the	the	DET
ap-6075	349	26	dimensions	dimension	NOUN
ap-6075	349	27	of	of	ADP
ap-6075	349	28	the	the	DET
ap-6075	349	29	domain	domain	NOUN
ap-6075	349	30	.	.	PUNCT
ap-6075	350	1	the	the	DET
ap-6075	350	2	initial	initial	ADJ
ap-6075	350	3	condition	condition	NOUN
ap-6075	350	4	was	be	AUX
ap-6075	350	5	uini(x	uini(x	ADJ
ap-6075	350	6	)	)	PUNCT
ap-6075	350	7	=	=	SYM
ap-6075	350	8	exp	exp	NOUN
ap-6075	350	9	(	(	PUNCT
ap-6075	350	10	−4	−4	X
ap-6075	350	11	‖x‖2	‖x‖2	PROPN
ap-6075	350	12	)	)	PUNCT
ap-6075	350	13	.	.	PUNCT
ap-6075	351	1	the	the	DET
ap-6075	351	2	final	final	ADJ
ap-6075	351	3	time	time	NOUN
ap-6075	351	4	t	t	PROPN
ap-6075	351	5	was	be	AUX
ap-6075	351	6	set	set	VERB
ap-6075	351	7	to	to	ADP
ap-6075	351	8	0.1	0.1	NUM
ap-6075	351	9	.	.	PUNCT
ap-6075	352	1	128	128	NUM
ap-6075	352	2	vol	vol	NOUN
ap-6075	352	3	.	.	PUNCT
ap-6075	353	1	61	61	NUM
ap-6075	353	2	special	special	ADJ
ap-6075	353	3	issue/2021	issue/2021	NOUN
ap-6075	353	4	tnl	tnl	PROPN
ap-6075	353	5	:	:	PUNCT
ap-6075	353	6	numerical	numerical	PROPN
ap-6075	353	7	library	library	NOUN
ap-6075	353	8	for	for	ADP
ap-6075	353	9	modern	modern	ADJ
ap-6075	353	10	parallel	parallel	ADJ
ap-6075	353	11	architectures	architecture	NOUN
ap-6075	353	12	figure	figure	VERB
ap-6075	353	13	3	3	NUM
ap-6075	353	14	.	.	PUNCT
ap-6075	354	1	tnl	tnl	NOUN
ap-6075	354	2	tools	tool	NOUN
ap-6075	354	3	for	for	ADP
ap-6075	354	4	a	a	DET
ap-6075	354	5	computation	computation	NOUN
ap-6075	354	6	data	datum	NOUN
ap-6075	354	7	preprocessing	preprocessing	NOUN
ap-6075	354	8	and	and	CCONJ
ap-6075	354	9	post	post	ADJ
ap-6075	354	10	-	-	ADJ
ap-6075	354	11	processing	processing	NOUN
ap-6075	354	12	.	.	PUNCT
ap-6075	355	1	6.1	6.1	NUM
ap-6075	355	2	.	.	PUNCT
ap-6075	356	1	explicit	explicit	ADJ
ap-6075	356	2	numerical	numerical	ADJ
ap-6075	356	3	schemes	scheme	NOUN
ap-6075	356	4	firstly	firstly	ADV
ap-6075	356	5	,	,	PUNCT
ap-6075	356	6	we	we	PRON
ap-6075	356	7	test	test	VERB
ap-6075	356	8	the	the	DET
ap-6075	356	9	explicit	explicit	ADJ
ap-6075	356	10	numerical	numerical	ADJ
ap-6075	356	11	scheme	scheme	NOUN
ap-6075	356	12	.	.	PUNCT
ap-6075	357	1	the	the	DET
ap-6075	357	2	integration	integration	NOUN
ap-6075	357	3	in	in	ADP
ap-6075	357	4	time	time	NOUN
ap-6075	357	5	is	be	AUX
ap-6075	357	6	done	do	VERB
ap-6075	357	7	by	by	ADP
ap-6075	357	8	the	the	DET
ap-6075	357	9	runge	runge	NOUN
ap-6075	357	10	-	-	PUNCT
ap-6075	357	11	kutta	kutta	PROPN
ap-6075	357	12	-	-	PUNCT
ap-6075	357	13	merson	merson	NOUN
ap-6075	357	14	solver	solver	VERB
ap-6075	357	15	with	with	ADP
ap-6075	357	16	the	the	DET
ap-6075	357	17	adaptive	adaptive	ADJ
ap-6075	357	18	choice	choice	NOUN
ap-6075	357	19	of	of	ADP
ap-6075	357	20	the	the	DET
ap-6075	357	21	time	time	NOUN
ap-6075	357	22	step	step	NOUN
ap-6075	357	23	.	.	PUNCT
ap-6075	358	1	results	result	NOUN
ap-6075	358	2	are	be	AUX
ap-6075	358	3	presented	present	VERB
ap-6075	358	4	in	in	ADP
ap-6075	358	5	tables	table	NOUN
ap-6075	358	6	2–4	2–4	NUM
ap-6075	358	7	.	.	PUNCT
ap-6075	359	1	the	the	DET
ap-6075	359	2	number	number	NOUN
ap-6075	359	3	of	of	ADP
ap-6075	359	4	dofs	dof	NOUN
ap-6075	359	5	is	be	AUX
ap-6075	359	6	shown	show	VERB
ap-6075	359	7	in	in	ADP
ap-6075	359	8	the	the	DET
ap-6075	359	9	first	first	ADJ
ap-6075	359	10	column	column	NOUN
ap-6075	359	11	.	.	PUNCT
ap-6075	360	1	the	the	DET
ap-6075	360	2	following	follow	VERB
ap-6075	360	3	columns	column	NOUN
ap-6075	360	4	show	show	VERB
ap-6075	360	5	times	time	NOUN
ap-6075	360	6	and	and	CCONJ
ap-6075	360	7	efficiency	efficiency	NOUN
ap-6075	360	8	of	of	ADP
ap-6075	360	9	the	the	DET
ap-6075	360	10	cpu	cpu	NOUN
ap-6075	360	11	solver	solver	VERB
ap-6075	360	12	on	on	ADP
ap-6075	360	13	one	one	NUM
ap-6075	360	14	,	,	PUNCT
ap-6075	360	15	two	two	NUM
ap-6075	360	16	,	,	PUNCT
ap-6075	360	17	four	four	NUM
ap-6075	360	18	and	and	CCONJ
ap-6075	360	19	eight	eight	NUM
ap-6075	360	20	cores	core	NOUN
ap-6075	360	21	,	,	PUNCT
ap-6075	360	22	together	together	ADV
ap-6075	360	23	with	with	ADP
ap-6075	360	24	the	the	DET
ap-6075	360	25	parallel	parallel	ADJ
ap-6075	360	26	efficiency	efficiency	NOUN
ap-6075	360	27	.	.	PUNCT
ap-6075	361	1	the	the	DET
ap-6075	361	2	time	time	NOUN
ap-6075	361	3	values	value	NOUN
ap-6075	361	4	in	in	ADP
ap-6075	361	5	bold	bold	ADJ
ap-6075	361	6	face	face	NOUN
ap-6075	361	7	show	show	VERB
ap-6075	361	8	the	the	DET
ap-6075	361	9	best	good	ADJ
ap-6075	361	10	cpu	cpu	NOUN
ap-6075	361	11	computation	computation	NOUN
ap-6075	361	12	time	time	NOUN
ap-6075	361	13	in	in	ADP
ap-6075	361	14	each	each	DET
ap-6075	361	15	row	row	NOUN
ap-6075	361	16	.	.	PUNCT
ap-6075	362	1	the	the	DET
ap-6075	362	2	last	last	ADJ
ap-6075	362	3	two	two	NUM
ap-6075	362	4	columns	column	NOUN
ap-6075	362	5	belong	belong	VERB
ap-6075	362	6	to	to	ADP
ap-6075	362	7	the	the	DET
ap-6075	362	8	gpu	gpu	PROPN
ap-6075	362	9	solver	solver	NOUN
ap-6075	362	10	.	.	PUNCT
ap-6075	363	1	they	they	PRON
ap-6075	363	2	show	show	VERB
ap-6075	363	3	the	the	DET
ap-6075	363	4	time	time	NOUN
ap-6075	363	5	and	and	CCONJ
ap-6075	363	6	speed	speed	NOUN
ap-6075	363	7	-	-	PUNCT
ap-6075	363	8	up	up	NOUN
ap-6075	363	9	compared	compare	VERB
ap-6075	363	10	to	to	ADP
ap-6075	363	11	the	the	DET
ap-6075	363	12	best	good	ADJ
ap-6075	363	13	time	time	NOUN
ap-6075	363	14	obtained	obtain	VERB
ap-6075	363	15	on	on	ADP
ap-6075	363	16	cpu	cpu	NOUN
ap-6075	363	17	.	.	PUNCT
ap-6075	364	1	the	the	DET
ap-6075	364	2	simulations	simulation	NOUN
ap-6075	364	3	in	in	ADP
ap-6075	364	4	1d	1d	NUM
ap-6075	364	5	(	(	PUNCT
ap-6075	364	6	table	table	NOUN
ap-6075	364	7	2	2	NUM
ap-6075	364	8	)	)	PUNCT
ap-6075	364	9	have	have	VERB
ap-6075	364	10	too	too	ADV
ap-6075	364	11	small	small	ADJ
ap-6075	364	12	number	number	NOUN
ap-6075	364	13	of	of	ADP
ap-6075	364	14	dofs	dof	NOUN
ap-6075	364	15	and	and	CCONJ
ap-6075	364	16	thus	thus	ADV
ap-6075	364	17	we	we	PRON
ap-6075	364	18	do	do	AUX
ap-6075	364	19	not	not	PART
ap-6075	364	20	obtain	obtain	VERB
ap-6075	364	21	good	good	ADJ
ap-6075	364	22	parallel	parallel	ADJ
ap-6075	364	23	scalability	scalability	NOUN
ap-6075	364	24	and	and	CCONJ
ap-6075	364	25	speed	speed	NOUN
ap-6075	364	26	-	-	PUNCT
ap-6075	364	27	up	up	NOUN
ap-6075	364	28	on	on	ADP
ap-6075	364	29	the	the	DET
ap-6075	364	30	gpu	gpu	NOUN
ap-6075	364	31	.	.	PROPN
ap-6075	365	1	in	in	ADP
ap-6075	365	2	2d	2d	PROPN
ap-6075	365	3	(	(	PUNCT
ap-6075	365	4	table	table	NOUN
ap-6075	365	5	3	3	NUM
ap-6075	365	6	)	)	PUNCT
ap-6075	365	7	,	,	PUNCT
ap-6075	365	8	the	the	DET
ap-6075	365	9	cpu	cpu	NOUN
ap-6075	365	10	solver	solver	NOUN
ap-6075	365	11	scales	scale	VERB
ap-6075	365	12	relatively	relatively	ADV
ap-6075	365	13	well	well	ADV
ap-6075	365	14	up	up	ADP
ap-6075	365	15	to	to	PART
ap-6075	365	16	four	four	NUM
ap-6075	365	17	cores	core	NOUN
ap-6075	365	18	on	on	ADP
ap-6075	365	19	larger	large	ADJ
ap-6075	365	20	numerical	numerical	ADJ
ap-6075	365	21	meshes	mesh	NOUN
ap-6075	365	22	.	.	PUNCT
ap-6075	366	1	the	the	DET
ap-6075	366	2	best	good	ADJ
ap-6075	366	3	time	time	NOUN
ap-6075	366	4	is	be	AUX
ap-6075	366	5	obtained	obtain	VERB
ap-6075	366	6	on	on	ADP
ap-6075	366	7	eight	eight	NUM
ap-6075	366	8	cores	core	NOUN
ap-6075	366	9	but	but	CCONJ
ap-6075	366	10	the	the	DET
ap-6075	366	11	parallel	parallel	ADJ
ap-6075	366	12	efficiency	efficiency	NOUN
ap-6075	366	13	is	be	AUX
ap-6075	366	14	lower	low	ADJ
ap-6075	366	15	.	.	PUNCT
ap-6075	367	1	the	the	DET
ap-6075	367	2	gpu	gpu	NOUN
ap-6075	367	3	speed	speed	NOUN
ap-6075	367	4	-	-	PUNCT
ap-6075	367	5	up	up	NOUN
ap-6075	367	6	is	be	AUX
ap-6075	367	7	more	more	ADJ
ap-6075	367	8	than	than	ADP
ap-6075	367	9	nine	nine	NUM
ap-6075	367	10	on	on	ADP
ap-6075	367	11	large	large	ADJ
ap-6075	367	12	problems	problem	NOUN
ap-6075	367	13	.	.	PUNCT
ap-6075	368	1	in	in	ADP
ap-6075	368	2	3d	3d	NUM
ap-6075	368	3	,	,	PUNCT
ap-6075	368	4	similar	similar	ADJ
ap-6075	368	5	results	result	NOUN
ap-6075	368	6	can	can	AUX
ap-6075	368	7	be	be	AUX
ap-6075	368	8	seen	see	VERB
ap-6075	368	9	in	in	ADP
ap-6075	368	10	table	table	NOUN
ap-6075	368	11	4	4	NUM
ap-6075	368	12	reporting	report	VERB
ap-6075	368	13	the	the	DET
ap-6075	368	14	gpu	gpu	NOUN
ap-6075	368	15	speed	speed	VERB
ap-6075	368	16	-	-	PUNCT
ap-6075	368	17	up	up	ADP
ap-6075	368	18	more	more	ADJ
ap-6075	368	19	than	than	ADP
ap-6075	368	20	eight	eight	NUM
ap-6075	368	21	.	.	PUNCT
ap-6075	369	1	note	note	VERB
ap-6075	369	2	that	that	SCONJ
ap-6075	369	3	turbo	turbo	NOUN
ap-6075	369	4	-	-	PUNCT
ap-6075	369	5	boost	boost	NOUN
ap-6075	369	6	was	be	AUX
ap-6075	369	7	active	active	ADJ
ap-6075	369	8	on	on	ADP
ap-6075	369	9	the	the	DET
ap-6075	369	10	cpu	cpu	NOUN
ap-6075	369	11	which	which	PRON
ap-6075	369	12	can	can	AUX
ap-6075	369	13	affect	affect	VERB
ap-6075	369	14	the	the	DET
ap-6075	369	15	parallel	parallel	ADJ
ap-6075	369	16	efficiency	efficiency	NOUN
ap-6075	369	17	.	.	PUNCT
ap-6075	370	1	the	the	DET
ap-6075	370	2	heat	heat	NOUN
ap-6075	370	3	equation	equation	NOUN
ap-6075	370	4	(	(	PUNCT
ap-6075	370	5	1	1	NUM
ap-6075	370	6	)	)	PUNCT
ap-6075	370	7	with	with	ADP
ap-6075	370	8	f(x	f(x	PROPN
ap-6075	370	9	,	,	PUNCT
ap-6075	370	10	t	t	PROPN
ap-6075	370	11	)	)	PUNCT
ap-6075	370	12	=	=	SYM
ap-6075	370	13	0	0	NUM
ap-6075	370	14	exhibits	exhibit	VERB
ap-6075	370	15	low	low	ADJ
ap-6075	370	16	computational	computational	ADJ
ap-6075	370	17	intensity	intensity	NOUN
ap-6075	370	18	.	.	PUNCT
ap-6075	371	1	therefore	therefore	ADV
ap-6075	371	2	the	the	DET
ap-6075	371	3	tables	table	NOUN
ap-6075	371	4	2–4	2–4	NUM
ap-6075	371	5	demonstrates	demonstrate	VERB
ap-6075	371	6	the	the	DET
ap-6075	371	7	lower	low	ADJ
ap-6075	371	8	bound	bind	VERB
ap-6075	371	9	of	of	ADP
ap-6075	371	10	the	the	DET
ap-6075	371	11	gpu	gpu	NOUN
ap-6075	371	12	speed	speed	NOUN
ap-6075	371	13	-	-	PUNCT
ap-6075	371	14	up	up	NOUN
ap-6075	371	15	that	that	PRON
ap-6075	371	16	can	can	AUX
ap-6075	371	17	be	be	AUX
ap-6075	371	18	obtained	obtain	VERB
ap-6075	371	19	for	for	ADP
ap-6075	371	20	explicit	explicit	ADJ
ap-6075	371	21	solvers	solver	NOUN
ap-6075	371	22	in	in	ADP
ap-6075	371	23	tnl	tnl	PROPN
ap-6075	371	24	.	.	PUNCT
ap-6075	372	1	results	result	NOUN
ap-6075	372	2	with	with	ADP
ap-6075	372	3	arithmetically	arithmetically	ADV
ap-6075	372	4	more	more	ADV
ap-6075	372	5	intensive	intensive	ADJ
ap-6075	372	6	computations	computation	NOUN
ap-6075	372	7	are	be	AUX
ap-6075	372	8	presented	present	VERB
ap-6075	372	9	in	in	ADP
ap-6075	372	10	tables	table	NOUN
ap-6075	372	11	5–7	5–7	NUM
ap-6075	372	12	where	where	SCONJ
ap-6075	372	13	we	we	PRON
ap-6075	372	14	set	set	VERB
ap-6075	372	15	f(x	f(x	PROPN
ap-6075	372	16	,	,	PUNCT
ap-6075	372	17	t	t	PROPN
ap-6075	372	18	)	)	PUNCT
ap-6075	373	1	=	=	SYM
ap-6075	373	2	cos(t	cos(t	PROPN
ap-6075	373	3	)	)	PUNCT
ap-6075	373	4	(	(	PUNCT
ap-6075	373	5	−2a	−2a	PROPN
ap-6075	373	6	σ2	σ2	PROPN
ap-6075	373	7	e	e	PROPN
ap-6075	373	8	−x2	−x2	PROPN
ap-6075	373	9	σ2	σ2	PROPN
ap-6075	373	10	+	+	CCONJ
ap-6075	373	11	4ax2	4ax2	NUM
ap-6075	373	12	σ4	σ4	NOUN
ap-6075	373	13	e	e	PROPN
ap-6075	373	14	−x2	−x2	PROPN
ap-6075	373	15	σ2	σ2	PROPN
ap-6075	373	16	)	)	PUNCT
ap-6075	373	17	,	,	PUNCT
ap-6075	373	18	(	(	PUNCT
ap-6075	373	19	9	9	X
ap-6075	373	20	)	)	PUNCT
ap-6075	373	21	f(x	f(x	PROPN
ap-6075	373	22	,	,	PUNCT
ap-6075	373	23	t	t	PROPN
ap-6075	373	24	)	)	PUNCT
ap-6075	373	25	=	=	SYM
ap-6075	373	26	cos(t	cos(t	PROPN
ap-6075	373	27	)	)	PUNCT
ap-6075	373	28	(	(	PUNCT
ap-6075	373	29	−2a	−2a	PROPN
ap-6075	373	30	σ2	σ2	PROPN
ap-6075	373	31	e	e	PROPN
ap-6075	373	32	−x2−y2	−x2−y2	PROPN
ap-6075	373	33	σ2	σ2	PROPN
ap-6075	373	34	+	+	CCONJ
ap-6075	373	35	4ax2	4ax2	NUM
ap-6075	373	36	σ4	σ4	NOUN
ap-6075	373	37	e	e	PROPN
ap-6075	373	38	−x2−y2	−x2−y2	PROPN
ap-6075	373	39	σ2	σ2	PROPN
ap-6075	373	40	+	+	PROPN
ap-6075	373	41	−2a	−2a	PROPN
ap-6075	373	42	σ2	σ2	PROPN
ap-6075	373	43	e	e	PROPN
ap-6075	373	44	−x2−y2	−x2−y2	PROPN
ap-6075	373	45	σ2	σ2	PROPN
ap-6075	373	46	+	+	CCONJ
ap-6075	373	47	4ay2	4ay2	NUM
ap-6075	373	48	σ4	σ4	NOUN
ap-6075	373	49	e	e	PROPN
ap-6075	373	50	−x2−y2	−x2−y2	PROPN
ap-6075	373	51	σ2	σ2	PROPN
ap-6075	373	52	)	)	PUNCT
ap-6075	373	53	,	,	PUNCT
ap-6075	373	54	(	(	PUNCT
ap-6075	373	55	10	10	NUM
ap-6075	373	56	)	)	PUNCT
ap-6075	373	57	and	and	CCONJ
ap-6075	373	58	f(x	f(x	PROPN
ap-6075	373	59	,	,	PUNCT
ap-6075	373	60	t	t	PROPN
ap-6075	373	61	)	)	PUNCT
ap-6075	373	62	=	=	SYM
ap-6075	373	63	cos(t	cos(t	PROPN
ap-6075	373	64	)	)	PUNCT
ap-6075	373	65	·	·	PUNCT
ap-6075	373	66	(	(	PUNCT
ap-6075	373	67	−2a	−2a	PROPN
ap-6075	373	68	σ2	σ2	PROPN
ap-6075	373	69	e	e	PROPN
ap-6075	373	70	−x2−y2−z2	−x2−y2−z2	NOUN
ap-6075	373	71	σ2	σ2	PROPN
ap-6075	373	72	+	+	CCONJ
ap-6075	373	73	4ax2	4ax2	NUM
ap-6075	373	74	σ4	σ4	NOUN
ap-6075	373	75	e	e	PROPN
ap-6075	373	76	−x2−y2−z2	−x2−y2−z2	PROPN
ap-6075	373	77	σ2	σ2	PROPN
ap-6075	373	78	+	+	PROPN
ap-6075	373	79	−2a	−2a	PROPN
ap-6075	373	80	σ2	σ2	PROPN
ap-6075	373	81	e	e	PROPN
ap-6075	373	82	−x2−y2−z2	−x2−y2−z2	NOUN
ap-6075	373	83	σ2	σ2	PROPN
ap-6075	373	84	+	+	CCONJ
ap-6075	373	85	4ay2	4ay2	NUM
ap-6075	373	86	σ4	σ4	NOUN
ap-6075	373	87	e	e	PROPN
ap-6075	373	88	−x2−y2−z2	−x2−y2−z2	PROPN
ap-6075	373	89	σ2	σ2	PROPN
ap-6075	373	90	+	+	PROPN
ap-6075	373	91	−2a	−2a	PROPN
ap-6075	373	92	σ2	σ2	PROPN
ap-6075	373	93	e	e	PROPN
ap-6075	373	94	−x2−y2−z2	−x2−y2−z2	PROPN
ap-6075	373	95	σ2	σ2	PROPN
ap-6075	373	96	+	+	PROPN
ap-6075	373	97	4az2	4az2	NUM
ap-6075	373	98	σ4	σ4	NOUN
ap-6075	373	99	e	e	PROPN
ap-6075	373	100	−x2−y2−z2	−x2−y2−z2	PROPN
ap-6075	373	101	σ2	σ2	PROPN
ap-6075	373	102	)	)	PUNCT
ap-6075	373	103	,	,	PUNCT
ap-6075	373	104	(	(	PUNCT
ap-6075	373	105	11	11	NUM
ap-6075	373	106	)	)	PUNCT
ap-6075	373	107	for	for	ADP
ap-6075	373	108	1d	1d	NUM
ap-6075	373	109	,	,	PUNCT
ap-6075	373	110	2d	2d	NOUN
ap-6075	373	111	and	and	CCONJ
ap-6075	373	112	3d	3d	NUM
ap-6075	373	113	respectively	respectively	ADV
ap-6075	373	114	.	.	PUNCT
ap-6075	374	1	the	the	DET
ap-6075	374	2	setup	setup	NOUN
ap-6075	374	3	is	be	AUX
ap-6075	374	4	the	the	DET
ap-6075	374	5	same	same	ADJ
ap-6075	374	6	for	for	ADP
ap-6075	374	7	tables	table	NOUN
ap-6075	374	8	2–4	2–4	NUM
ap-6075	374	9	,	,	PUNCT
ap-6075	374	10	just	just	ADV
ap-6075	374	11	for	for	ADP
ap-6075	374	12	2d	2d	NUM
ap-6075	374	13	and	and	CCONJ
ap-6075	374	14	3d	3d	NUM
ap-6075	374	15	simulations	simulation	NOUN
ap-6075	374	16	(	(	PUNCT
ap-6075	374	17	tables	table	NOUN
ap-6075	374	18	6	6	NUM
ap-6075	374	19	and	and	CCONJ
ap-6075	374	20	7	7	NUM
ap-6075	374	21	)	)	PUNCT
ap-6075	374	22	we	we	PRON
ap-6075	374	23	set	set	VERB
ap-6075	374	24	the	the	DET
ap-6075	374	25	final	final	ADJ
ap-6075	374	26	time	time	NOUN
ap-6075	374	27	t	t	PROPN
ap-6075	374	28	was	be	AUX
ap-6075	374	29	set	set	VERB
ap-6075	374	30	to	to	ADP
ap-6075	374	31	0.01	0.01	NUM
ap-6075	374	32	.	.	PUNCT
ap-6075	375	1	in	in	ADP
ap-6075	375	2	this	this	DET
ap-6075	375	3	situation	situation	NOUN
ap-6075	375	4	we	we	PRON
ap-6075	375	5	get	get	VERB
ap-6075	375	6	certain	certain	ADJ
ap-6075	375	7	speed	speed	NOUN
ap-6075	375	8	-	-	PUNCT
ap-6075	375	9	up	up	NOUN
ap-6075	375	10	even	even	ADV
ap-6075	375	11	for	for	ADP
ap-6075	375	12	1d	1d	NUM
ap-6075	375	13	problem	problem	NOUN
ap-6075	375	14	.	.	PUNCT
ap-6075	376	1	in	in	ADP
ap-6075	376	2	2d	2d	NUM
ap-6075	376	3	and	and	CCONJ
ap-6075	376	4	3d	3d	NUM
ap-6075	376	5	the	the	DET
ap-6075	376	6	speed	speed	NOUN
ap-6075	376	7	-	-	PUNCT
ap-6075	376	8	up	up	NOUN
ap-6075	376	9	reaches	reach	VERB
ap-6075	376	10	almost	almost	ADV
ap-6075	376	11	one	one	NUM
ap-6075	376	12	hundred	hundred	NUM
ap-6075	376	13	compared	compare	VERB
ap-6075	376	14	to	to	ADP
ap-6075	376	15	eight	eight	NUM
ap-6075	376	16	cores	core	NOUN
ap-6075	376	17	cpu	cpu	NOUN
ap-6075	376	18	time	time	NOUN
ap-6075	376	19	.	.	PUNCT
ap-6075	377	1	this	this	PRON
ap-6075	377	2	is	be	AUX
ap-6075	377	3	the	the	DET
ap-6075	377	4	estimate	estimate	NOUN
ap-6075	377	5	of	of	ADP
ap-6075	377	6	the	the	DET
ap-6075	377	7	upper	upper	ADJ
ap-6075	377	8	bound	bound	NOUN
ap-6075	377	9	of	of	ADP
ap-6075	377	10	speed	speed	NOUN
ap-6075	377	11	-	-	PUNCT
ap-6075	377	12	up	up	ADP
ap-6075	377	13	one	one	NUM
ap-6075	377	14	can	can	AUX
ap-6075	377	15	obtain	obtain	VERB
ap-6075	377	16	with	with	ADP
ap-6075	377	17	the	the	DET
ap-6075	377	18	explicit	explicit	ADJ
ap-6075	377	19	solver	solver	NOUN
ap-6075	377	20	.	.	PUNCT
ap-6075	378	1	6.2	6.2	NUM
ap-6075	378	2	.	.	PUNCT
ap-6075	379	1	semi	semi	ADJ
ap-6075	379	2	-	-	ADJ
ap-6075	379	3	implicit	implicit	ADJ
ap-6075	379	4	numerical	numerical	ADJ
ap-6075	379	5	schemes	scheme	NOUN
ap-6075	379	6	tables	table	VERB
ap-6075	379	7	8–10	8–10	NOUN
ap-6075	379	8	show	show	NOUN
ap-6075	379	9	results	result	NOUN
ap-6075	379	10	obtained	obtain	VERB
ap-6075	379	11	by	by	ADP
ap-6075	379	12	the	the	DET
ap-6075	379	13	semi	semi	ADJ
ap-6075	379	14	-	-	ADJ
ap-6075	379	15	implicit	implicit	ADJ
ap-6075	379	16	numerical	numerical	ADJ
ap-6075	379	17	scheme	scheme	NOUN
ap-6075	379	18	(	(	PUNCT
ap-6075	379	19	6)–(7	6)–(7	NUM
ap-6075	379	20	)	)	PUNCT
ap-6075	379	21	.	.	PUNCT
ap-6075	380	1	in	in	ADP
ap-6075	380	2	this	this	DET
ap-6075	380	3	case	case	NOUN
ap-6075	380	4	,	,	PUNCT
ap-6075	380	5	majority	majority	NOUN
ap-6075	380	6	of	of	ADP
ap-6075	380	7	the	the	DET
ap-6075	380	8	time	time	NOUN
ap-6075	380	9	is	be	AUX
ap-6075	380	10	spend	spend	VERB
ap-6075	380	11	by	by	ADP
ap-6075	380	12	solving	solve	VERB
ap-6075	380	13	the	the	DET
ap-6075	380	14	linear	linear	ADJ
ap-6075	380	15	system	system	NOUN
ap-6075	380	16	(	(	PUNCT
ap-6075	380	17	8)	8)	NUM
ap-6075	380	18	.	.	PUNCT
ap-6075	381	1	the	the	DET
ap-6075	381	2	sparse	sparse	ADJ
ap-6075	381	3	matrix	matrix	NOUN
ap-6075	381	4	a	a	PRON
ap-6075	381	5	in	in	ADP
ap-6075	381	6	(	(	PUNCT
ap-6075	381	7	8)	8)	NUM
ap-6075	381	8	is	be	AUX
ap-6075	381	9	stored	store	VERB
ap-6075	381	10	in	in	ADP
ap-6075	381	11	csr	csr	NOUN
ap-6075	381	12	format	format	NOUN
ap-6075	381	13	on	on	ADP
ap-6075	381	14	cpu	cpu	NOUN
ap-6075	381	15	and	and	CCONJ
ap-6075	381	16	slicedellpack	slicedellpack	NOUN
ap-6075	381	17	format	format	NOUN
ap-6075	381	18	on	on	ADP
ap-6075	381	19	gpu	gpu	PROPN
ap-6075	381	20	.	.	PUNCT
ap-6075	382	1	the	the	DET
ap-6075	382	2	linear	linear	ADJ
ap-6075	382	3	system	system	NOUN
ap-6075	382	4	was	be	AUX
ap-6075	382	5	solved	solve	VERB
ap-6075	382	6	by	by	ADP
ap-6075	382	7	the	the	DET
ap-6075	382	8	gmres	gmre	NOUN
ap-6075	382	9	method	method	NOUN
ap-6075	382	10	on	on	ADP
ap-6075	382	11	cpu	cpu	NOUN
ap-6075	382	12	and	and	CCONJ
ap-6075	382	13	cwygmres	cwygmre	VERB
ap-6075	382	14	[	[	X
ap-6075	382	15	18	18	NUM
ap-6075	382	16	]	]	PUNCT
ap-6075	382	17	on	on	ADP
ap-6075	382	18	gpu	gpu	PROPN
ap-6075	382	19	.	.	PUNCT
ap-6075	383	1	the	the	DET
ap-6075	383	2	use	use	NOUN
ap-6075	383	3	of	of	ADP
ap-6075	383	4	gpu	gpu	PROPN
ap-6075	383	5	makes	make	VERB
ap-6075	383	6	no	no	DET
ap-6075	383	7	sense	sense	NOUN
ap-6075	383	8	in	in	ADP
ap-6075	383	9	1d	1d	NUM
ap-6075	383	10	where	where	SCONJ
ap-6075	383	11	the	the	DET
ap-6075	383	12	speed	speed	NOUN
ap-6075	383	13	-	-	PUNCT
ap-6075	383	14	up	up	NOUN
ap-6075	383	15	is	be	AUX
ap-6075	383	16	smaller	small	ADJ
ap-6075	383	17	than	than	ADP
ap-6075	383	18	one	one	NUM
ap-6075	383	19	as	as	ADV
ap-6075	383	20	well	well	ADV
ap-6075	383	21	as	as	ADP
ap-6075	383	22	in	in	ADP
ap-6075	383	23	the	the	DET
ap-6075	383	24	case	case	NOUN
ap-6075	383	25	of	of	ADP
ap-6075	383	26	the	the	DET
ap-6075	383	27	explicit	explicit	ADJ
ap-6075	383	28	solver	solver	NOUN
ap-6075	383	29	.	.	PUNCT
ap-6075	384	1	in	in	ADP
ap-6075	384	2	2d	2d	NUM
ap-6075	384	3	and	and	CCONJ
ap-6075	384	4	3d	3d	NUM
ap-6075	384	5	,	,	PUNCT
ap-6075	384	6	the	the	DET
ap-6075	384	7	speed	speed	NOUN
ap-6075	384	8	-	-	PUNCT
ap-6075	384	9	up	up	NOUN
ap-6075	384	10	is	be	AUX
ap-6075	384	11	more	more	ADJ
ap-6075	384	12	than	than	ADP
ap-6075	384	13	12	12	NUM
ap-6075	384	14	and	and	CCONJ
ap-6075	384	15	10	10	NUM
ap-6075	384	16	respectively	respectively	ADV
ap-6075	384	17	.	.	PUNCT
ap-6075	385	1	the	the	DET
ap-6075	385	2	figure	figure	NOUN
ap-6075	385	3	4	4	NUM
ap-6075	385	4	shows	show	VERB
ap-6075	385	5	graphs	graph	NOUN
ap-6075	385	6	of	of	ADP
ap-6075	385	7	efficiency	efficiency	NOUN
ap-6075	385	8	of	of	ADP
ap-6075	385	9	the	the	DET
ap-6075	385	10	cpu	cpu	NOUN
ap-6075	385	11	solvers	solver	NOUN
ap-6075	385	12	and	and	CCONJ
ap-6075	385	13	so	so	ADV
ap-6075	385	14	it	it	PRON
ap-6075	385	15	demonstrates	demonstrate	VERB
ap-6075	385	16	the	the	DET
ap-6075	385	17	strong	strong	ADJ
ap-6075	385	18	parallel	parallel	ADJ
ap-6075	385	19	scalability	scalability	NOUN
ap-6075	385	20	of	of	ADP
ap-6075	385	21	different	different	ADJ
ap-6075	385	22	solvers	solver	NOUN
ap-6075	385	23	on	on	ADP
ap-6075	385	24	different	different	ADJ
ap-6075	385	25	problems	problem	NOUN
ap-6075	385	26	sizes	size	NOUN
ap-6075	385	27	.	.	PUNCT
ap-6075	386	1	the	the	DET
ap-6075	386	2	left	left	ADJ
ap-6075	386	3	column	column	NOUN
ap-6075	386	4	shows	show	VERB
ap-6075	386	5	scalability	scalability	NOUN
ap-6075	386	6	in	in	ADP
ap-6075	386	7	1d	1d	NUM
ap-6075	386	8	where	where	SCONJ
ap-6075	386	9	the	the	DET
ap-6075	386	10	problem	problem	NOUN
ap-6075	386	11	size	size	NOUN
ap-6075	386	12	is	be	AUX
ap-6075	386	13	usually	usually	ADV
ap-6075	386	14	too	too	ADV
ap-6075	386	15	small	small	ADJ
ap-6075	386	16	for	for	ADP
ap-6075	386	17	efficient	efficient	ADJ
ap-6075	386	18	parallelization	parallelization	NOUN
ap-6075	386	19	.	.	PUNCT
ap-6075	387	1	in	in	ADP
ap-6075	387	2	2d	2d	NUM
ap-6075	387	3	and	and	CCONJ
ap-6075	387	4	3d	3d	NUM
ap-6075	387	5	(	(	PUNCT
ap-6075	387	6	the	the	DET
ap-6075	387	7	second	second	ADJ
ap-6075	387	8	and	and	CCONJ
ap-6075	387	9	the	the	DET
ap-6075	387	10	third	third	ADJ
ap-6075	387	11	column	column	NOUN
ap-6075	387	12	)	)	PUNCT
ap-6075	387	13	,	,	PUNCT
ap-6075	387	14	especially	especially	ADV
ap-6075	387	15	for	for	ADP
ap-6075	387	16	larger	large	ADJ
ap-6075	387	17	grid	grid	NOUN
ap-6075	387	18	size	size	NOUN
ap-6075	387	19	,	,	PUNCT
ap-6075	387	20	the	the	DET
ap-6075	387	21	efficiency	efficiency	NOUN
ap-6075	387	22	grows	grow	VERB
ap-6075	387	23	.	.	PUNCT
ap-6075	388	1	the	the	DET
ap-6075	388	2	middle	middle	PROPN
ap-6075	388	3	row	row	NOUN
ap-6075	388	4	shows	show	VERB
ap-6075	388	5	the	the	DET
ap-6075	388	6	result	result	NOUN
ap-6075	388	7	of	of	ADP
ap-6075	388	8	arithmetically	arithmetically	ADV
ap-6075	388	9	more	more	ADV
ap-6075	388	10	intensive	intensive	ADJ
ap-6075	388	11	explicit	explicit	ADJ
ap-6075	388	12	solver	solver	NOUN
ap-6075	388	13	with	with	ADP
ap-6075	388	14	f	f	PROPN
ap-6075	388	15	given	give	VERB
ap-6075	388	16	by	by	ADP
ap-6075	388	17	(	(	PUNCT
ap-6075	388	18	9)–(11	9)–(11	NUM
ap-6075	388	19	)	)	PUNCT
ap-6075	388	20	.	.	PUNCT
ap-6075	389	1	the	the	DET
ap-6075	389	2	efficiency	efficiency	NOUN
ap-6075	389	3	is	be	AUX
ap-6075	389	4	significantly	significantly	ADV
ap-6075	389	5	higher	high	ADJ
ap-6075	389	6	.	.	PUNCT
ap-6075	390	1	it	it	PRON
ap-6075	390	2	indicates	indicate	VERB
ap-6075	390	3	that	that	SCONJ
ap-6075	390	4	the	the	DET
ap-6075	390	5	cpu	cpu	NOUN
ap-6075	390	6	solvers	solver	NOUN
ap-6075	390	7	are	be	AUX
ap-6075	390	8	probably	probably	ADV
ap-6075	390	9	limited	limit	VERB
ap-6075	390	10	by	by	ADP
ap-6075	390	11	the	the	DET
ap-6075	390	12	memory	memory	NOUN
ap-6075	390	13	bandwidth	bandwidth	NOUN
ap-6075	390	14	.	.	PUNCT
ap-6075	391	1	the	the	DET
ap-6075	391	2	weak	weak	ADJ
ap-6075	391	3	scalability	scalability	NOUN
ap-6075	391	4	is	be	AUX
ap-6075	391	5	reported	report	VERB
ap-6075	391	6	in	in	ADP
ap-6075	391	7	table	table	NOUN
ap-6075	391	8	11	11	NUM
ap-6075	391	9	and	and	CCONJ
ap-6075	391	10	figure	figure	VERB
ap-6075	391	11	5	5	NUM
ap-6075	391	12	.	.	PUNCT
ap-6075	391	13	to	to	PART
ap-6075	391	14	study	study	VERB
ap-6075	391	15	the	the	DET
ap-6075	391	16	weak	weak	ADJ
ap-6075	391	17	scalability	scalability	NOUN
ap-6075	391	18	we	we	PRON
ap-6075	391	19	increase	increase	VERB
ap-6075	391	20	the	the	DET
ap-6075	391	21	problem	problem	NOUN
ap-6075	391	22	size	size	NOUN
ap-6075	391	23	linearly	linearly	ADV
ap-6075	391	24	with	with	ADP
ap-6075	391	25	the	the	DET
ap-6075	391	26	number	number	NOUN
ap-6075	391	27	of	of	ADP
ap-6075	391	28	threads	thread	NOUN
ap-6075	391	29	by	by	ADP
ap-6075	391	30	prolongating	prolongate	VERB
ap-6075	391	31	the	the	DET
ap-6075	391	32	domain	domain	NOUN
ap-6075	391	33	ω	ω	NOUN
ap-6075	391	34	along	along	ADP
ap-6075	391	35	the	the	DET
ap-6075	391	36	x	x	NOUN
ap-6075	391	37	axis	axis	NOUN
ap-6075	391	38	.	.	PUNCT
ap-6075	392	1	the	the	DET
ap-6075	392	2	initial	initial	ADJ
ap-6075	392	3	condition	condition	NOUN
ap-6075	392	4	is	be	AUX
ap-6075	392	5	scaled	scale	VERB
ap-6075	392	6	in	in	ADP
ap-6075	392	7	the	the	DET
ap-6075	392	8	same	same	ADJ
ap-6075	392	9	way	way	NOUN
ap-6075	392	10	.	.	PUNCT
ap-6075	393	1	we	we	PRON
ap-6075	393	2	set	set	VERB
ap-6075	393	3	the	the	DET
ap-6075	393	4	domain	domain	NOUN
ap-6075	393	5	ω	ω	PROPN
ap-6075	393	6	as	as	ADP
ap-6075	393	7	ω	ω	PROPN
ap-6075	393	8	≡	≡	PROPN
ap-6075	393	9	(	(	PUNCT
ap-6075	393	10	0	0	NUM
ap-6075	393	11	,	,	PUNCT
ap-6075	393	12	p	p	NOUN
ap-6075	393	13	)	)	PUNCT
ap-6075	393	14	,	,	PUNCT
ap-6075	393	15	ω	ω	PROPN
ap-6075	393	16	≡	≡	PROPN
ap-6075	393	17	(	(	PUNCT
ap-6075	393	18	0	0	NUM
ap-6075	393	19	,	,	PUNCT
ap-6075	393	20	p	p	NOUN
ap-6075	393	21	)	)	PUNCT
ap-6075	393	22	×	×	NOUN
ap-6075	393	23	(	(	PUNCT
ap-6075	393	24	0	0	NUM
ap-6075	393	25	,	,	PUNCT
ap-6075	393	26	1	1	NUM
ap-6075	393	27	)	)	PUNCT
ap-6075	393	28	and	and	CCONJ
ap-6075	393	29	ω	ω	NUM
ap-6075	393	30	≡	≡	PROPN
ap-6075	393	31	(	(	PUNCT
ap-6075	393	32	0	0	NUM
ap-6075	393	33	,	,	PUNCT
ap-6075	393	34	p)×(0	p)×(0	PROPN
ap-6075	393	35	,	,	PUNCT
ap-6075	393	36	1)×(0	1)×(0	NUM
ap-6075	393	37	,	,	PUNCT
ap-6075	393	38	1	1	NUM
ap-6075	393	39	)	)	PUNCT
ap-6075	393	40	in	in	ADP
ap-6075	393	41	1d	1d	NUM
ap-6075	393	42	,	,	PUNCT
ap-6075	393	43	2d	2d	NOUN
ap-6075	393	44	and	and	CCONJ
ap-6075	393	45	3d	3d	NUM
ap-6075	393	46	respectively	respectively	ADV
ap-6075	393	47	,	,	PUNCT
ap-6075	393	48	where	where	SCONJ
ap-6075	393	49	p	p	PROPN
ap-6075	393	50	denotes	denote	VERB
ap-6075	393	51	the	the	DET
ap-6075	393	52	number	number	NOUN
ap-6075	393	53	of	of	ADP
ap-6075	393	54	threads	thread	NOUN
ap-6075	393	55	.	.	PUNCT
ap-6075	394	1	the	the	DET
ap-6075	394	2	discrete	discrete	ADJ
ap-6075	394	3	numerical	numerical	ADJ
ap-6075	394	4	mesh	mesh	NOUN
ap-6075	394	5	ωh	ωh	ADP
ap-6075	394	6	resolution	resolution	NOUN
ap-6075	394	7	is	be	AUX
ap-6075	394	8	set	set	VERB
ap-6075	394	9	as	as	ADP
ap-6075	394	10	10000p	10000p	NOUN
ap-6075	394	11	,	,	PUNCT
ap-6075	394	12	200p×	200p×	NUM
ap-6075	394	13	100	100	NUM
ap-6075	394	14	and	and	CCONJ
ap-6075	394	15	100p×	100p×	NUM
ap-6075	394	16	50×	50×	NUM
ap-6075	394	17	50	50	NUM
ap-6075	394	18	in	in	ADP
ap-6075	394	19	1d	1d	NUM
ap-6075	394	20	,	,	PUNCT
ap-6075	394	21	2d	2d	NOUN
ap-6075	394	22	and	and	CCONJ
ap-6075	394	23	3d	3d	NUM
ap-6075	394	24	respectively	respectively	ADV
ap-6075	394	25	.	.	PUNCT
ap-6075	395	1	129	129	NUM
ap-6075	395	2	t.	t.	NOUN
ap-6075	395	3	oberhuber	oberhuber	PROPN
ap-6075	395	4	,	,	PUNCT
ap-6075	395	5	j.	j.	PROPN
ap-6075	395	6	klinkovský	klinkovský	PROPN
ap-6075	395	7	,	,	PUNCT
ap-6075	395	8	r.	r.	PROPN
ap-6075	395	9	fučík	fučík	PROPN
ap-6075	395	10	acta	acta	PROPN
ap-6075	395	11	polytechnica	polytechnica	PROPN
ap-6075	395	12	cpu	cpu	VERB
ap-6075	395	13	gpu	gpu	NOUN
ap-6075	395	14	dofs	dof	NOUN
ap-6075	395	15	1	1	NUM
ap-6075	395	16	core	core	NOUN
ap-6075	395	17	2	2	NUM
ap-6075	395	18	cores	core	NOUN
ap-6075	395	19	4	4	NUM
ap-6075	395	20	cores	core	NOUN
ap-6075	395	21	8	8	NUM
ap-6075	395	22	cores	core	NOUN
ap-6075	395	23	time	time	NOUN
ap-6075	395	24	(	(	PUNCT
ap-6075	395	25	s	s	NOUN
ap-6075	395	26	)	)	PUNCT
ap-6075	395	27	time	time	NOUN
ap-6075	395	28	(	(	PUNCT
ap-6075	395	29	s	s	NOUN
ap-6075	395	30	)	)	PUNCT
ap-6075	395	31	eff	eff	PROPN
ap-6075	395	32	.	.	PROPN
ap-6075	395	33	time	time	NOUN
ap-6075	395	34	(	(	PUNCT
ap-6075	395	35	s	s	NOUN
ap-6075	395	36	)	)	PUNCT
ap-6075	395	37	eff	eff	PROPN
ap-6075	395	38	.	.	PROPN
ap-6075	395	39	time	time	NOUN
ap-6075	395	40	(	(	PUNCT
ap-6075	395	41	s	s	NOUN
ap-6075	395	42	)	)	PUNCT
ap-6075	395	43	eff	eff	PROPN
ap-6075	395	44	.	.	PROPN
ap-6075	395	45	time	time	NOUN
ap-6075	395	46	(	(	PUNCT
ap-6075	395	47	s	s	NOUN
ap-6075	395	48	)	)	PUNCT
ap-6075	395	49	speed	speed	NOUN
ap-6075	395	50	-	-	PUNCT
ap-6075	395	51	up	up	NOUN
ap-6075	395	52	16	16	NUM
ap-6075	395	53	0.003	0.003	NUM
ap-6075	395	54	0.002	0.002	NUM
ap-6075	395	55	0.75	0.75	NUM
ap-6075	395	56	0.003	0.003	NUM
ap-6075	395	57	0.25	0.25	NUM
ap-6075	395	58	0.003	0.003	NUM
ap-6075	395	59	0.12	0.12	NUM
ap-6075	395	60	0.04	0.04	NUM
ap-6075	395	61	0.05	0.05	NUM
ap-6075	395	62	32	32	NUM
ap-6075	395	63	0.003	0.003	NUM
ap-6075	395	64	0.003	0.003	NUM
ap-6075	395	65	0.5	0.5	NUM
ap-6075	395	66	0.003	0.003	NUM
ap-6075	395	67	0.25	0.25	NUM
ap-6075	395	68	0.003	0.003	NUM
ap-6075	395	69	0.12	0.12	NUM
ap-6075	395	70	0.04	0.04	NUM
ap-6075	395	71	0.07	0.07	NUM
ap-6075	395	72	64	64	NUM
ap-6075	395	73	0.005	0.005	NUM
ap-6075	395	74	0.005	0.005	NUM
ap-6075	395	75	0.5	0.5	NUM
ap-6075	395	76	0.005	0.005	NUM
ap-6075	395	77	0.25	0.25	NUM
ap-6075	395	78	0.005	0.005	NUM
ap-6075	395	79	0.12	0.12	NUM
ap-6075	395	80	0.05	0.05	NUM
ap-6075	395	81	0.1	0.1	NUM
ap-6075	395	82	128	128	NUM
ap-6075	395	83	0.015	0.015	NUM
ap-6075	395	84	0.015	0.015	NUM
ap-6075	395	85	0.5	0.5	NUM
ap-6075	395	86	0.015	0.015	NUM
ap-6075	395	87	0.25	0.25	NUM
ap-6075	395	88	0.01	0.01	NUM
ap-6075	395	89	0.18	0.18	NUM
ap-6075	395	90	0.12	0.12	NUM
ap-6075	395	91	0.08	0.08	NUM
ap-6075	395	92	256	256	NUM
ap-6075	395	93	0.06	0.06	NUM
ap-6075	395	94	0.06	0.06	NUM
ap-6075	395	95	0.5	0.5	NUM
ap-6075	395	96	0.06	0.06	NUM
ap-6075	395	97	0.25	0.25	NUM
ap-6075	395	98	0.06	0.06	NUM
ap-6075	395	99	0.12	0.12	NUM
ap-6075	395	100	0.43	0.43	NUM
ap-6075	395	101	0.13	0.13	NUM
ap-6075	395	102	512	512	NUM
ap-6075	395	103	0.28	0.28	NUM
ap-6075	395	104	0.29	0.29	NUM
ap-6075	395	105	0.48	0.48	NUM
ap-6075	395	106	0.33	0.33	NUM
ap-6075	395	107	0.21	0.21	NUM
ap-6075	395	108	0.34	0.34	NUM
ap-6075	395	109	0.10	0.10	NUM
ap-6075	395	110	1.36	1.36	NUM
ap-6075	395	111	0.20	0.20	NUM
ap-6075	395	112	1024	1024	NUM
ap-6075	395	113	1.45	1.45	NUM
ap-6075	395	114	1.8	1.8	NUM
ap-6075	395	115	0.40	0.40	NUM
ap-6075	395	116	1.85	1.85	NUM
ap-6075	395	117	0.19	0.19	NUM
ap-6075	395	118	2.2	2.2	NUM
ap-6075	395	119	0.08	0.08	NUM
ap-6075	395	120	5.32	5.32	NUM
ap-6075	395	121	0.27	0.27	NUM
ap-6075	395	122	2048	2048	NUM
ap-6075	395	123	8.57	8.57	NUM
ap-6075	395	124	9.111	9.111	NUM
ap-6075	395	125	0.47	0.47	NUM
ap-6075	395	126	8.5	8.5	NUM
ap-6075	395	127	0.25	0.25	NUM
ap-6075	395	128	9.38	9.38	NUM
ap-6075	395	129	0.11	0.11	NUM
ap-6075	395	130	20.95	20.95	NUM
ap-6075	395	131	0.40	0.40	NUM
ap-6075	395	132	4096	4096	NUM
ap-6075	395	133	56.37	56.37	NUM
ap-6075	395	134	50.94	50.94	NUM
ap-6075	395	135	0.55	0.55	NUM
ap-6075	395	136	40.9	40.9	NUM
ap-6075	395	137	0.34	0.34	NUM
ap-6075	395	138	41.9	41.9	NUM
ap-6075	395	139	0.16	0.16	NUM
ap-6075	395	140	84.66	84.66	NUM
ap-6075	395	141	0.48	0.48	NUM
ap-6075	395	142	table	table	NOUN
ap-6075	395	143	2	2	NUM
ap-6075	395	144	.	.	PUNCT
ap-6075	395	145	performance	performance	NOUN
ap-6075	395	146	of	of	ADP
ap-6075	395	147	the	the	DET
ap-6075	395	148	explicit	explicit	ADJ
ap-6075	395	149	numerical	numerical	ADJ
ap-6075	395	150	solver	solver	NOUN
ap-6075	395	151	of	of	ADP
ap-6075	395	152	(	(	PUNCT
ap-6075	395	153	5	5	NUM
ap-6075	395	154	)	)	PUNCT
ap-6075	395	155	for	for	ADP
ap-6075	395	156	the	the	DET
ap-6075	395	157	heat	heat	NOUN
ap-6075	395	158	equation	equation	NOUN
ap-6075	395	159	in	in	ADP
ap-6075	395	160	1d	1d	NUM
ap-6075	395	161	.	.	PUNCT
ap-6075	396	1	bold	bold	ADJ
ap-6075	396	2	face	face	NOUN
ap-6075	396	3	stresses	stress	VERB
ap-6075	396	4	the	the	DET
ap-6075	396	5	best	good	ADJ
ap-6075	396	6	time	time	NOUN
ap-6075	396	7	on	on	ADP
ap-6075	396	8	cpu	cpu	NOUN
ap-6075	396	9	(	(	PUNCT
ap-6075	396	10	with	with	SCONJ
ap-6075	396	11	turbo	turbo	NOUN
ap-6075	396	12	-	-	PUNCT
ap-6075	396	13	boost	boost	NOUN
ap-6075	396	14	turned	turn	VERB
ap-6075	396	15	on	on	ADP
ap-6075	396	16	)	)	PUNCT
ap-6075	396	17	based	base	VERB
ap-6075	396	18	on	on	ADP
ap-6075	396	19	which	which	PRON
ap-6075	396	20	we	we	PRON
ap-6075	396	21	compute	compute	VERB
ap-6075	396	22	the	the	DET
ap-6075	396	23	gpu	gpu	NOUN
ap-6075	396	24	speed	speed	NOUN
ap-6075	396	25	-	-	PUNCT
ap-6075	396	26	up	up	NOUN
ap-6075	396	27	written	write	VERB
ap-6075	396	28	in	in	ADP
ap-6075	396	29	bold	bold	ADJ
ap-6075	396	30	face	face	NOUN
ap-6075	396	31	as	as	ADV
ap-6075	396	32	well	well	ADV
ap-6075	396	33	.	.	PUNCT
ap-6075	397	1	cpu	cpu	VERB
ap-6075	397	2	gpu	gpu	NOUN
ap-6075	397	3	dofs	dof	NOUN
ap-6075	397	4	1	1	NUM
ap-6075	397	5	core	core	NOUN
ap-6075	397	6	2	2	NUM
ap-6075	397	7	cores	core	NOUN
ap-6075	397	8	4	4	NUM
ap-6075	397	9	cores	core	NOUN
ap-6075	397	10	8	8	NUM
ap-6075	397	11	cores	core	NOUN
ap-6075	397	12	time	time	NOUN
ap-6075	397	13	(	(	PUNCT
ap-6075	397	14	s	s	NOUN
ap-6075	397	15	)	)	PUNCT
ap-6075	397	16	time	time	NOUN
ap-6075	397	17	(	(	PUNCT
ap-6075	397	18	s	s	NOUN
ap-6075	397	19	)	)	PUNCT
ap-6075	397	20	eff	eff	PROPN
ap-6075	397	21	.	.	PROPN
ap-6075	397	22	time	time	NOUN
ap-6075	397	23	(	(	PUNCT
ap-6075	397	24	s	s	NOUN
ap-6075	397	25	)	)	PUNCT
ap-6075	397	26	eff	eff	PROPN
ap-6075	397	27	.	.	PROPN
ap-6075	398	1	time	time	NOUN
ap-6075	398	2	(	(	PUNCT
ap-6075	398	3	s	s	NOUN
ap-6075	398	4	)	)	PUNCT
ap-6075	398	5	eff	eff	PROPN
ap-6075	398	6	.	.	PROPN
ap-6075	398	7	time	time	NOUN
ap-6075	398	8	(	(	PUNCT
ap-6075	398	9	s	s	NOUN
ap-6075	398	10	)	)	PUNCT
ap-6075	398	11	speed	speed	NOUN
ap-6075	398	12	-	-	PUNCT
ap-6075	398	13	up	up	NOUN
ap-6075	398	14	162	162	NUM
ap-6075	398	15	0.003	0.003	NUM
ap-6075	398	16	0.003	0.003	NUM
ap-6075	398	17	0.5	0.5	NUM
ap-6075	398	18	0.003	0.003	NUM
ap-6075	398	19	0.25	0.25	NUM
ap-6075	398	20	0.008	0.008	NUM
ap-6075	398	21	0.04	0.04	NUM
ap-6075	398	22	0.003	0.003	NUM
ap-6075	398	23	0.03	0.03	NUM
ap-6075	398	24	322	322	NUM
ap-6075	398	25	0.005	0.005	NUM
ap-6075	398	26	0.006	0.006	NUM
ap-6075	398	27	0.41	0.41	NUM
ap-6075	398	28	0.006	0.006	NUM
ap-6075	398	29	0.20	0.20	NUM
ap-6075	398	30	0.006	0.006	NUM
ap-6075	398	31	0.10	0.10	NUM
ap-6075	398	32	0.07	0.07	NUM
ap-6075	398	33	0.07	0.07	NUM
ap-6075	398	34	642	642	NUM
ap-6075	398	35	0.03	0.03	NUM
ap-6075	398	36	0.027	0.027	NUM
ap-6075	398	37	0.55	0.55	NUM
ap-6075	398	38	0.022	0.022	NUM
ap-6075	398	39	0.34	0.34	NUM
ap-6075	398	40	0.028	0.028	NUM
ap-6075	398	41	0.13	0.13	NUM
ap-6075	398	42	0.09	0.09	NUM
ap-6075	398	43	0.33	0.33	NUM
ap-6075	398	44	1282	1282	NUM
ap-6075	398	45	0.41	0.41	NUM
ap-6075	398	46	0.27	0.27	NUM
ap-6075	398	47	0.75	0.75	NUM
ap-6075	398	48	0.17	0.17	NUM
ap-6075	398	49	0.60	0.60	NUM
ap-6075	398	50	0.16	0.16	NUM
ap-6075	398	51	0.32	0.32	NUM
ap-6075	398	52	0.22	0.22	NUM
ap-6075	398	53	0.72	0.72	NUM
ap-6075	398	54	2562	2562	NUM
ap-6075	398	55	6.17	6.17	NUM
ap-6075	398	56	3.67	3.67	NUM
ap-6075	398	57	0.84	0.84	NUM
ap-6075	398	58	2.12	2.12	NUM
ap-6075	398	59	0.72	0.72	NUM
ap-6075	398	60	1.46	1.46	NUM
ap-6075	398	61	0.52	0.52	NUM
ap-6075	398	62	0.79	0.79	NUM
ap-6075	398	63	1.84	1.84	NUM
ap-6075	398	64	5122	5122	NUM
ap-6075	398	65	96	96	NUM
ap-6075	398	66	55.47	55.47	NUM
ap-6075	398	67	0.86	0.86	NUM
ap-6075	398	68	30.84	30.84	NUM
ap-6075	398	69	0.77	0.77	NUM
ap-6075	398	70	18.7	18.7	NUM
ap-6075	398	71	0.64	0.64	NUM
ap-6075	398	72	5.73	5.73	NUM
ap-6075	398	73	3.26	3.26	NUM
ap-6075	398	74	10242	10242	NUM
ap-6075	398	75	1743	1743	NUM
ap-6075	398	76	990.7	990.7	NUM
ap-6075	398	77	0.87	0.87	NUM
ap-6075	398	78	556.9	556.9	NUM
ap-6075	398	79	0.78	0.78	NUM
ap-6075	398	80	381.6	381.6	NUM
ap-6075	398	81	0.57	0.57	NUM
ap-6075	398	82	64.82	64.82	NUM
ap-6075	398	83	5.88	5.88	NUM
ap-6075	398	84	20482	20482	NUM
ap-6075	398	85	31226	31226	NUM
ap-6075	398	86	17627.7	17627.7	NUM
ap-6075	398	87	0.88	0.88	NUM
ap-6075	398	88	10403.4	10403.4	NUM
ap-6075	398	89	0.75	0.75	NUM
ap-6075	398	90	8297.8	8297.8	NUM
ap-6075	398	91	0.47	0.47	NUM
ap-6075	398	92	911.11	911.11	NUM
ap-6075	398	93	9.10	9.10	NUM
ap-6075	398	94	table	table	NOUN
ap-6075	398	95	3	3	NUM
ap-6075	398	96	.	.	PUNCT
ap-6075	398	97	performance	performance	NOUN
ap-6075	398	98	of	of	ADP
ap-6075	398	99	the	the	DET
ap-6075	398	100	explicit	explicit	ADJ
ap-6075	398	101	numerical	numerical	ADJ
ap-6075	398	102	solver	solver	NOUN
ap-6075	398	103	of	of	ADP
ap-6075	398	104	(	(	PUNCT
ap-6075	398	105	5	5	NUM
ap-6075	398	106	)	)	PUNCT
ap-6075	398	107	for	for	ADP
ap-6075	398	108	the	the	DET
ap-6075	398	109	heat	heat	NOUN
ap-6075	398	110	equation	equation	NOUN
ap-6075	398	111	in	in	ADP
ap-6075	398	112	2d	2d	NOUN
ap-6075	398	113	.	.	PUNCT
ap-6075	399	1	bold	bold	ADJ
ap-6075	399	2	face	face	NOUN
ap-6075	399	3	stresses	stress	VERB
ap-6075	399	4	the	the	DET
ap-6075	399	5	best	good	ADJ
ap-6075	399	6	time	time	NOUN
ap-6075	399	7	on	on	ADP
ap-6075	399	8	cpu	cpu	NOUN
ap-6075	399	9	(	(	PUNCT
ap-6075	399	10	with	with	SCONJ
ap-6075	399	11	turbo	turbo	NOUN
ap-6075	399	12	-	-	PUNCT
ap-6075	399	13	boost	boost	NOUN
ap-6075	399	14	turned	turn	VERB
ap-6075	399	15	on	on	ADP
ap-6075	399	16	)	)	PUNCT
ap-6075	399	17	based	base	VERB
ap-6075	399	18	on	on	ADP
ap-6075	399	19	which	which	PRON
ap-6075	399	20	we	we	PRON
ap-6075	399	21	compute	compute	VERB
ap-6075	399	22	the	the	DET
ap-6075	399	23	gpu	gpu	NOUN
ap-6075	399	24	speed	speed	NOUN
ap-6075	399	25	-	-	PUNCT
ap-6075	399	26	up	up	NOUN
ap-6075	399	27	written	write	VERB
ap-6075	399	28	in	in	ADP
ap-6075	399	29	bold	bold	ADJ
ap-6075	399	30	face	face	NOUN
ap-6075	399	31	as	as	ADV
ap-6075	399	32	well	well	ADV
ap-6075	399	33	.	.	PUNCT
ap-6075	400	1	cpu	cpu	VERB
ap-6075	400	2	gpu	gpu	NOUN
ap-6075	400	3	dofs	dof	NOUN
ap-6075	400	4	1	1	NUM
ap-6075	400	5	core	core	NOUN
ap-6075	400	6	2	2	NUM
ap-6075	400	7	cores	core	NOUN
ap-6075	400	8	4	4	NUM
ap-6075	400	9	cores	core	NOUN
ap-6075	400	10	8	8	NUM
ap-6075	400	11	cores	core	NOUN
ap-6075	400	12	time	time	NOUN
ap-6075	400	13	(	(	PUNCT
ap-6075	400	14	s	s	NOUN
ap-6075	400	15	)	)	PUNCT
ap-6075	400	16	time	time	NOUN
ap-6075	400	17	(	(	PUNCT
ap-6075	400	18	s	s	NOUN
ap-6075	400	19	)	)	PUNCT
ap-6075	400	20	eff	eff	PROPN
ap-6075	400	21	.	.	PROPN
ap-6075	400	22	time	time	NOUN
ap-6075	400	23	(	(	PUNCT
ap-6075	400	24	s	s	NOUN
ap-6075	400	25	)	)	PUNCT
ap-6075	400	26	eff	eff	PROPN
ap-6075	400	27	.	.	PROPN
ap-6075	401	1	time	time	NOUN
ap-6075	401	2	(	(	PUNCT
ap-6075	401	3	s	s	NOUN
ap-6075	401	4	)	)	PUNCT
ap-6075	401	5	eff	eff	PROPN
ap-6075	401	6	.	.	PROPN
ap-6075	401	7	time	time	NOUN
ap-6075	401	8	(	(	PUNCT
ap-6075	401	9	s	s	NOUN
ap-6075	401	10	)	)	PUNCT
ap-6075	401	11	speed	speed	NOUN
ap-6075	401	12	-	-	PUNCT
ap-6075	401	13	up	up	NOUN
ap-6075	401	14	163	163	NUM
ap-6075	401	15	0.005	0.005	NUM
ap-6075	401	16	0.005	0.005	NUM
ap-6075	401	17	0.5	0.5	NUM
ap-6075	401	18	0.004	0.004	NUM
ap-6075	401	19	0.31	0.31	NUM
ap-6075	401	20	0.004	0.004	NUM
ap-6075	401	21	0.15	0.15	NUM
ap-6075	401	22	0.08	0.08	NUM
ap-6075	401	23	0.05	0.05	NUM
ap-6075	401	24	323	323	NUM
ap-6075	401	25	0.07	0.07	NUM
ap-6075	401	26	0.049	0.049	NUM
ap-6075	401	27	0.71	0.71	NUM
ap-6075	401	28	0.031	0.031	NUM
ap-6075	401	29	0.56	0.56	NUM
ap-6075	401	30	0.02	0.02	NUM
ap-6075	401	31	0.43	0.43	NUM
ap-6075	401	32	0.08	0.08	NUM
ap-6075	401	33	0.25	0.25	NUM
ap-6075	401	34	643	643	NUM
ap-6075	401	35	2.46	2.46	NUM
ap-6075	401	36	1.47	1.47	NUM
ap-6075	401	37	0.83	0.83	NUM
ap-6075	401	38	0.8	0.8	NUM
ap-6075	401	39	0.76	0.76	NUM
ap-6075	401	40	0.49	0.49	NUM
ap-6075	401	41	0.62	0.62	NUM
ap-6075	401	42	0.23	0.23	NUM
ap-6075	401	43	2.13	2.13	NUM
ap-6075	401	44	1283	1283	NUM
ap-6075	401	45	94.32	94.32	NUM
ap-6075	401	46	53.08	53.08	NUM
ap-6075	401	47	0.88	0.88	NUM
ap-6075	401	48	30.66	30.66	NUM
ap-6075	401	49	0.76	0.76	NUM
ap-6075	401	50	23.75	23.75	NUM
ap-6075	401	51	0.49	0.49	NUM
ap-6075	401	52	3.48	3.48	NUM
ap-6075	401	53	6.82	6.82	NUM
ap-6075	401	54	2563	2563	NUM
ap-6075	401	55	3050.47	3050.47	NUM
ap-6075	401	56	1720.04	1720.04	NUM
ap-6075	401	57	0.88	0.88	NUM
ap-6075	401	58	1005.89	1005.89	NUM
ap-6075	401	59	0.75	0.75	NUM
ap-6075	401	60	827.16	827.16	NUM
ap-6075	401	61	0.46	0.46	NUM
ap-6075	401	62	103.46	103.46	NUM
ap-6075	401	63	7.99	7.99	NUM
ap-6075	401	64	table	table	NOUN
ap-6075	401	65	4	4	NUM
ap-6075	401	66	.	.	PUNCT
ap-6075	401	67	performance	performance	NOUN
ap-6075	401	68	of	of	ADP
ap-6075	401	69	the	the	DET
ap-6075	401	70	explicit	explicit	ADJ
ap-6075	401	71	numerical	numerical	ADJ
ap-6075	401	72	solver	solver	NOUN
ap-6075	401	73	of	of	ADP
ap-6075	401	74	(	(	PUNCT
ap-6075	401	75	5	5	NUM
ap-6075	401	76	)	)	PUNCT
ap-6075	401	77	for	for	ADP
ap-6075	401	78	the	the	DET
ap-6075	401	79	heat	heat	NOUN
ap-6075	401	80	equation	equation	NOUN
ap-6075	401	81	in	in	ADP
ap-6075	401	82	3d	3d	NUM
ap-6075	401	83	.	.	PUNCT
ap-6075	402	1	bold	bold	ADJ
ap-6075	402	2	face	face	NOUN
ap-6075	402	3	stresses	stress	VERB
ap-6075	402	4	the	the	DET
ap-6075	402	5	best	good	ADJ
ap-6075	402	6	time	time	NOUN
ap-6075	402	7	on	on	ADP
ap-6075	402	8	cpu	cpu	NOUN
ap-6075	402	9	(	(	PUNCT
ap-6075	402	10	with	with	SCONJ
ap-6075	402	11	turbo	turbo	NOUN
ap-6075	402	12	-	-	PUNCT
ap-6075	402	13	boost	boost	NOUN
ap-6075	402	14	turned	turn	VERB
ap-6075	402	15	on	on	ADP
ap-6075	402	16	)	)	PUNCT
ap-6075	402	17	based	base	VERB
ap-6075	402	18	on	on	ADP
ap-6075	402	19	which	which	PRON
ap-6075	402	20	we	we	PRON
ap-6075	402	21	compute	compute	VERB
ap-6075	402	22	the	the	DET
ap-6075	402	23	gpu	gpu	NOUN
ap-6075	402	24	speed	speed	NOUN
ap-6075	402	25	-	-	PUNCT
ap-6075	402	26	up	up	NOUN
ap-6075	402	27	written	write	VERB
ap-6075	402	28	in	in	ADP
ap-6075	402	29	bold	bold	ADJ
ap-6075	402	30	face	face	NOUN
ap-6075	402	31	as	as	ADV
ap-6075	402	32	well	well	ADV
ap-6075	402	33	.	.	PUNCT
ap-6075	403	1	130	130	NUM
ap-6075	403	2	vol	vol	NOUN
ap-6075	403	3	.	.	PUNCT
ap-6075	404	1	61	61	NUM
ap-6075	404	2	special	special	ADJ
ap-6075	404	3	issue/2021	issue/2021	NOUN
ap-6075	404	4	tnl	tnl	PROPN
ap-6075	404	5	:	:	PUNCT
ap-6075	404	6	numerical	numerical	PROPN
ap-6075	404	7	library	library	NOUN
ap-6075	404	8	for	for	ADP
ap-6075	404	9	modern	modern	ADJ
ap-6075	404	10	parallel	parallel	ADJ
ap-6075	404	11	architectures	architecture	NOUN
ap-6075	404	12	cpu	cpu	VERB
ap-6075	404	13	gpu	gpu	NOUN
ap-6075	404	14	dofs	dof	NOUN
ap-6075	404	15	1	1	NUM
ap-6075	404	16	core	core	NOUN
ap-6075	404	17	2	2	NUM
ap-6075	404	18	cores	core	NOUN
ap-6075	404	19	4	4	NUM
ap-6075	404	20	cores	core	NOUN
ap-6075	404	21	8	8	NUM
ap-6075	404	22	cores	core	NOUN
ap-6075	404	23	time	time	NOUN
ap-6075	404	24	(	(	PUNCT
ap-6075	404	25	s	s	NOUN
ap-6075	404	26	)	)	PUNCT
ap-6075	404	27	time	time	NOUN
ap-6075	404	28	(	(	PUNCT
ap-6075	404	29	s	s	NOUN
ap-6075	404	30	)	)	PUNCT
ap-6075	404	31	eff	eff	PROPN
ap-6075	404	32	.	.	PROPN
ap-6075	404	33	time	time	NOUN
ap-6075	404	34	(	(	PUNCT
ap-6075	404	35	s	s	NOUN
ap-6075	404	36	)	)	PUNCT
ap-6075	404	37	eff	eff	PROPN
ap-6075	404	38	.	.	PROPN
ap-6075	404	39	time	time	NOUN
ap-6075	404	40	(	(	PUNCT
ap-6075	404	41	s	s	NOUN
ap-6075	404	42	)	)	PUNCT
ap-6075	404	43	eff	eff	PROPN
ap-6075	404	44	.	.	PROPN
ap-6075	404	45	time	time	NOUN
ap-6075	404	46	(	(	PUNCT
ap-6075	404	47	s	s	NOUN
ap-6075	404	48	)	)	PUNCT
ap-6075	404	49	speed	speed	NOUN
ap-6075	404	50	-	-	PUNCT
ap-6075	404	51	up	up	NOUN
ap-6075	404	52	16	16	NUM
ap-6075	404	53	0.003	0.003	NUM
ap-6075	404	54	0.003	0.003	NUM
ap-6075	404	55	0.5	0.5	NUM
ap-6075	404	56	0.003	0.003	NUM
ap-6075	404	57	0.25	0.25	NUM
ap-6075	404	58	0.003	0.003	NUM
ap-6075	404	59	0.12	0.12	NUM
ap-6075	404	60	0.02	0.02	NUM
ap-6075	404	61	0.15	0.15	NUM
ap-6075	404	62	32	32	NUM
ap-6075	404	63	0.003	0.003	NUM
ap-6075	404	64	0.003	0.003	NUM
ap-6075	404	65	0.5	0.5	NUM
ap-6075	404	66	0.003	0.003	NUM
ap-6075	404	67	0.25	0.25	NUM
ap-6075	404	68	0.003	0.003	NUM
ap-6075	404	69	0.12	0.12	NUM
ap-6075	404	70	0.05	0.05	NUM
ap-6075	404	71	0.05	0.05	NUM
ap-6075	404	72	64	64	NUM
ap-6075	404	73	0.007	0.007	NUM
ap-6075	404	74	0.007	0.007	NUM
ap-6075	404	75	0.5	0.5	NUM
ap-6075	404	76	0.007	0.007	NUM
ap-6075	404	77	0.25	0.25	NUM
ap-6075	404	78	0.007	0.007	NUM
ap-6075	404	79	0.12	0.12	NUM
ap-6075	404	80	0.07	0.07	NUM
ap-6075	404	81	0.09	0.09	NUM
ap-6075	404	82	128	128	NUM
ap-6075	404	83	0.032	0.032	NUM
ap-6075	404	84	0.032	0.032	NUM
ap-6075	404	85	0.5	0.5	NUM
ap-6075	404	86	0.03	0.03	NUM
ap-6075	404	87	0.26	0.26	NUM
ap-6075	404	88	0.03	0.03	NUM
ap-6075	404	89	0.13	0.13	NUM
ap-6075	404	90	0.11	0.11	NUM
ap-6075	404	91	0.27	0.27	NUM
ap-6075	404	92	256	256	NUM
ap-6075	404	93	0.19	0.19	NUM
ap-6075	404	94	0.2	0.2	NUM
ap-6075	404	95	0.47	0.47	NUM
ap-6075	404	96	0.2	0.2	NUM
ap-6075	404	97	0.23	0.23	NUM
ap-6075	404	98	0.2	0.2	NUM
ap-6075	404	99	0.11	0.11	NUM
ap-6075	404	100	0.36	0.36	NUM
ap-6075	404	101	0.52	0.52	NUM
ap-6075	404	102	512	512	NUM
ap-6075	404	103	1.35	1.35	NUM
ap-6075	404	104	1.37	1.37	NUM
ap-6075	404	105	0.49	0.49	NUM
ap-6075	404	106	1.5	1.5	NUM
ap-6075	404	107	0.22	0.22	NUM
ap-6075	404	108	1.5	1.5	NUM
ap-6075	404	109	0.11	0.11	NUM
ap-6075	404	110	1.37	1.37	NUM
ap-6075	404	111	0.98	0.98	NUM
ap-6075	404	112	1024	1024	NUM
ap-6075	404	113	10.58	10.58	NUM
ap-6075	404	114	6.08	6.08	NUM
ap-6075	404	115	0.87	0.87	NUM
ap-6075	404	116	4.21	4.21	NUM
ap-6075	404	117	0.62	0.62	NUM
ap-6075	404	118	3.64	3.64	NUM
ap-6075	404	119	0.36	0.36	NUM
ap-6075	404	120	5.25	5.25	NUM
ap-6075	404	121	0.69	0.69	NUM
ap-6075	404	122	2048	2048	NUM
ap-6075	404	123	78.26	78.26	NUM
ap-6075	404	124	43.08	43.08	NUM
ap-6075	404	125	0.90	0.90	NUM
ap-6075	404	126	26.86	26.86	NUM
ap-6075	404	127	0.72	0.72	NUM
ap-6075	404	128	20.13	20.13	NUM
ap-6075	404	129	0.48	0.48	NUM
ap-6075	404	130	20.74	20.74	NUM
ap-6075	404	131	0.97	0.97	NUM
ap-6075	404	132	4096	4096	NUM
ap-6075	404	133	609.17	609.17	NUM
ap-6075	404	134	321.73	321.73	NUM
ap-6075	404	135	0.94	0.94	NUM
ap-6075	404	136	190.37	190.37	NUM
ap-6075	404	137	0.79	0.79	NUM
ap-6075	404	138	128.69	128.69	NUM
ap-6075	404	139	0.59	0.59	NUM
ap-6075	404	140	83.55	83.55	NUM
ap-6075	404	141	1.54	1.54	NUM
ap-6075	404	142	table	table	NOUN
ap-6075	404	143	5	5	NUM
ap-6075	404	144	.	.	PUNCT
ap-6075	404	145	performance	performance	NOUN
ap-6075	404	146	of	of	ADP
ap-6075	404	147	the	the	DET
ap-6075	404	148	explicit	explicit	ADJ
ap-6075	404	149	numerical	numerical	ADJ
ap-6075	404	150	solver	solver	NOUN
ap-6075	404	151	of	of	ADP
ap-6075	404	152	(	(	PUNCT
ap-6075	404	153	5	5	NUM
ap-6075	404	154	)	)	PUNCT
ap-6075	404	155	for	for	ADP
ap-6075	404	156	the	the	DET
ap-6075	404	157	heat	heat	NOUN
ap-6075	404	158	equation	equation	NOUN
ap-6075	404	159	in	in	ADP
ap-6075	404	160	1d	1d	NUM
ap-6075	404	161	with	with	ADP
ap-6075	404	162	f	f	PROPN
ap-6075	404	163	given	give	VERB
ap-6075	404	164	by	by	ADP
ap-6075	404	165	(	(	PUNCT
ap-6075	404	166	9	9	NUM
ap-6075	404	167	)	)	PUNCT
ap-6075	404	168	and	and	CCONJ
ap-6075	404	169	t	t	X
ap-6075	404	170	=	=	SYM
ap-6075	404	171	0.1	0.1	NUM
ap-6075	404	172	.	.	PUNCT
ap-6075	405	1	bold	bold	ADJ
ap-6075	405	2	face	face	NOUN
ap-6075	405	3	stresses	stress	VERB
ap-6075	405	4	the	the	DET
ap-6075	405	5	best	good	ADJ
ap-6075	405	6	time	time	NOUN
ap-6075	405	7	on	on	ADP
ap-6075	405	8	cpu	cpu	NOUN
ap-6075	405	9	(	(	PUNCT
ap-6075	405	10	with	with	SCONJ
ap-6075	405	11	turbo	turbo	NOUN
ap-6075	405	12	-	-	PUNCT
ap-6075	405	13	boost	boost	NOUN
ap-6075	405	14	turned	turn	VERB
ap-6075	405	15	on	on	ADP
ap-6075	405	16	)	)	PUNCT
ap-6075	405	17	based	base	VERB
ap-6075	405	18	on	on	ADP
ap-6075	405	19	which	which	PRON
ap-6075	405	20	we	we	PRON
ap-6075	405	21	compute	compute	VERB
ap-6075	405	22	the	the	DET
ap-6075	405	23	gpu	gpu	NOUN
ap-6075	405	24	speed	speed	NOUN
ap-6075	405	25	-	-	PUNCT
ap-6075	405	26	up	up	NOUN
ap-6075	405	27	written	write	VERB
ap-6075	405	28	in	in	ADP
ap-6075	405	29	bold	bold	ADJ
ap-6075	405	30	face	face	NOUN
ap-6075	405	31	as	as	ADV
ap-6075	405	32	well	well	ADV
ap-6075	405	33	.	.	PUNCT
ap-6075	406	1	cpu	cpu	VERB
ap-6075	406	2	gpu	gpu	NOUN
ap-6075	406	3	dofs	dof	NOUN
ap-6075	406	4	1	1	NUM
ap-6075	406	5	core	core	NOUN
ap-6075	406	6	2	2	NUM
ap-6075	406	7	cores	core	NOUN
ap-6075	406	8	4	4	NUM
ap-6075	406	9	cores	core	NOUN
ap-6075	406	10	8	8	NUM
ap-6075	406	11	cores	core	NOUN
ap-6075	406	12	time	time	NOUN
ap-6075	406	13	(	(	PUNCT
ap-6075	406	14	s	s	NOUN
ap-6075	406	15	)	)	PUNCT
ap-6075	406	16	time	time	NOUN
ap-6075	406	17	(	(	PUNCT
ap-6075	406	18	s	s	NOUN
ap-6075	406	19	)	)	PUNCT
ap-6075	406	20	eff	eff	PROPN
ap-6075	406	21	.	.	PROPN
ap-6075	406	22	time	time	NOUN
ap-6075	406	23	(	(	PUNCT
ap-6075	406	24	s	s	NOUN
ap-6075	406	25	)	)	PUNCT
ap-6075	406	26	eff	eff	PROPN
ap-6075	406	27	.	.	PROPN
ap-6075	407	1	time	time	NOUN
ap-6075	407	2	(	(	PUNCT
ap-6075	407	3	s	s	NOUN
ap-6075	407	4	)	)	PUNCT
ap-6075	407	5	eff	eff	PROPN
ap-6075	407	6	.	.	PROPN
ap-6075	407	7	time	time	NOUN
ap-6075	407	8	(	(	PUNCT
ap-6075	407	9	s	s	NOUN
ap-6075	407	10	)	)	PUNCT
ap-6075	407	11	speed	speed	NOUN
ap-6075	407	12	-	-	PUNCT
ap-6075	407	13	up	up	NOUN
ap-6075	407	14	162	162	NUM
ap-6075	407	15	0.004	0.004	NUM
ap-6075	407	16	0.004	0.004	NUM
ap-6075	407	17	0.5	0.5	NUM
ap-6075	407	18	0.004	0.004	NUM
ap-6075	407	19	0.25	0.25	NUM
ap-6075	407	20	0.006	0.006	NUM
ap-6075	407	21	0.08	0.08	NUM
ap-6075	407	22	0.04	0.04	NUM
ap-6075	407	23	0.1	0.1	NUM
ap-6075	407	24	322	322	NUM
ap-6075	407	25	0.01	0.01	NUM
ap-6075	407	26	0.007	0.007	NUM
ap-6075	407	27	0.71	0.71	NUM
ap-6075	407	28	0.006	0.006	NUM
ap-6075	407	29	0.41	0.41	NUM
ap-6075	407	30	0.007	0.007	NUM
ap-6075	407	31	0.17	0.17	NUM
ap-6075	407	32	0.05	0.05	NUM
ap-6075	407	33	0.12	0.12	NUM
ap-6075	407	34	642	642	NUM
ap-6075	407	35	0.03	0.03	NUM
ap-6075	407	36	0.02	0.02	NUM
ap-6075	407	37	0.75	0.75	NUM
ap-6075	407	38	0.01	0.01	NUM
ap-6075	407	39	0.75	0.75	NUM
ap-6075	407	40	0.01	0.01	NUM
ap-6075	407	41	0.37	0.37	NUM
ap-6075	407	42	0.08	0.08	NUM
ap-6075	407	43	0.12	0.12	NUM
ap-6075	407	44	1282	1282	NUM
ap-6075	407	45	0.69	0.69	NUM
ap-6075	407	46	0.34	0.34	NUM
ap-6075	407	47	1.01	1.01	NUM
ap-6075	407	48	0.19	0.19	NUM
ap-6075	407	49	0.90	0.90	NUM
ap-6075	407	50	0.14	0.14	NUM
ap-6075	407	51	0.61	0.61	NUM
ap-6075	407	52	0.06	0.06	NUM
ap-6075	407	53	2.33	2.33	NUM
ap-6075	407	54	2562	2562	NUM
ap-6075	407	55	11.03	11.03	NUM
ap-6075	407	56	5.65	5.65	NUM
ap-6075	407	57	0.97	0.97	NUM
ap-6075	407	58	3.13	3.13	NUM
ap-6075	407	59	0.88	0.88	NUM
ap-6075	407	60	1.83	1.83	NUM
ap-6075	407	61	0.75	0.75	NUM
ap-6075	407	62	0.12	0.12	NUM
ap-6075	407	63	15.2	15.2	NUM
ap-6075	407	64	5122	5122	NUM
ap-6075	407	65	181.6	181.6	NUM
ap-6075	407	66	93.57	93.57	NUM
ap-6075	407	67	0.97	0.97	NUM
ap-6075	407	68	53.65	53.65	NUM
ap-6075	407	69	0.84	0.84	NUM
ap-6075	407	70	29.29	29.29	NUM
ap-6075	407	71	0.77	0.77	NUM
ap-6075	407	72	0.63	0.63	NUM
ap-6075	407	73	46.4	46.4	NUM
ap-6075	407	74	10242	10242	NUM
ap-6075	407	75	2996.2	2996.2	NUM
ap-6075	407	76	1557.51	1557.51	NUM
ap-6075	407	77	0.96	0.96	NUM
ap-6075	407	78	865.7	865.7	NUM
ap-6075	407	79	0.86	0.86	NUM
ap-6075	407	80	481.47	481.47	NUM
ap-6075	407	81	0.77	0.77	NUM
ap-6075	407	82	6.41	6.41	NUM
ap-6075	407	83	75.1	75.1	NUM
ap-6075	407	84	20482	20482	NUM
ap-6075	407	85	48965	48965	NUM
ap-6075	407	86	25065.9	25065.9	NUM
ap-6075	407	87	0.97	0.97	NUM
ap-6075	407	88	13716.7	13716.7	NUM
ap-6075	407	89	0.89	0.89	NUM
ap-6075	407	90	8002.77	8002.77	NUM
ap-6075	407	91	0.76	0.76	NUM
ap-6075	407	92	87.6	87.6	NUM
ap-6075	407	93	91.3	91.3	NUM
ap-6075	407	94	table	table	NOUN
ap-6075	407	95	6	6	NUM
ap-6075	407	96	.	.	PUNCT
ap-6075	407	97	performance	performance	NOUN
ap-6075	407	98	of	of	ADP
ap-6075	407	99	the	the	DET
ap-6075	407	100	explicit	explicit	ADJ
ap-6075	407	101	numerical	numerical	ADJ
ap-6075	407	102	solver	solver	NOUN
ap-6075	407	103	of	of	ADP
ap-6075	407	104	(	(	PUNCT
ap-6075	407	105	5	5	NUM
ap-6075	407	106	)	)	PUNCT
ap-6075	407	107	for	for	ADP
ap-6075	407	108	the	the	DET
ap-6075	407	109	heat	heat	NOUN
ap-6075	407	110	equation	equation	NOUN
ap-6075	407	111	in	in	ADP
ap-6075	407	112	2d	2d	NUM
ap-6075	407	113	with	with	ADP
ap-6075	407	114	f	f	PROPN
ap-6075	407	115	given	give	VERB
ap-6075	407	116	by	by	ADP
ap-6075	407	117	(	(	PUNCT
ap-6075	407	118	10	10	NUM
ap-6075	407	119	)	)	PUNCT
ap-6075	407	120	and	and	CCONJ
ap-6075	407	121	t	t	X
ap-6075	407	122	=	=	NOUN
ap-6075	407	123	0.01	0.01	NUM
ap-6075	407	124	.	.	PUNCT
ap-6075	408	1	bold	bold	ADJ
ap-6075	408	2	face	face	NOUN
ap-6075	408	3	stresses	stress	VERB
ap-6075	408	4	the	the	DET
ap-6075	408	5	best	good	ADJ
ap-6075	408	6	time	time	NOUN
ap-6075	408	7	on	on	ADP
ap-6075	408	8	cpu	cpu	NOUN
ap-6075	408	9	(	(	PUNCT
ap-6075	408	10	with	with	SCONJ
ap-6075	408	11	turbo	turbo	NOUN
ap-6075	408	12	-	-	PUNCT
ap-6075	408	13	boost	boost	NOUN
ap-6075	408	14	turned	turn	VERB
ap-6075	408	15	on	on	ADP
ap-6075	408	16	)	)	PUNCT
ap-6075	408	17	based	base	VERB
ap-6075	408	18	on	on	ADP
ap-6075	408	19	which	which	PRON
ap-6075	408	20	we	we	PRON
ap-6075	408	21	compute	compute	VERB
ap-6075	408	22	the	the	DET
ap-6075	408	23	gpu	gpu	NOUN
ap-6075	408	24	speed	speed	NOUN
ap-6075	408	25	-	-	PUNCT
ap-6075	408	26	up	up	NOUN
ap-6075	408	27	written	write	VERB
ap-6075	408	28	in	in	ADP
ap-6075	408	29	bold	bold	ADJ
ap-6075	408	30	face	face	NOUN
ap-6075	408	31	as	as	ADV
ap-6075	408	32	well	well	ADV
ap-6075	408	33	.	.	PUNCT
ap-6075	409	1	cpu	cpu	VERB
ap-6075	409	2	gpu	gpu	NOUN
ap-6075	409	3	dofs	dof	NOUN
ap-6075	409	4	1	1	NUM
ap-6075	409	5	core	core	NOUN
ap-6075	409	6	2	2	NUM
ap-6075	409	7	cores	core	NOUN
ap-6075	409	8	4	4	NUM
ap-6075	409	9	cores	core	NOUN
ap-6075	409	10	8	8	NUM
ap-6075	409	11	cores	core	NOUN
ap-6075	409	12	time	time	NOUN
ap-6075	409	13	(	(	PUNCT
ap-6075	409	14	s	s	NOUN
ap-6075	409	15	)	)	PUNCT
ap-6075	409	16	time	time	NOUN
ap-6075	409	17	(	(	PUNCT
ap-6075	409	18	s	s	NOUN
ap-6075	409	19	)	)	PUNCT
ap-6075	409	20	eff	eff	PROPN
ap-6075	409	21	.	.	PROPN
ap-6075	409	22	time	time	NOUN
ap-6075	409	23	(	(	PUNCT
ap-6075	409	24	s	s	NOUN
ap-6075	409	25	)	)	PUNCT
ap-6075	409	26	eff	eff	PROPN
ap-6075	409	27	.	.	PROPN
ap-6075	410	1	time	time	NOUN
ap-6075	410	2	(	(	PUNCT
ap-6075	410	3	s	s	NOUN
ap-6075	410	4	)	)	PUNCT
ap-6075	410	5	eff	eff	PROPN
ap-6075	410	6	.	.	PROPN
ap-6075	410	7	time	time	NOUN
ap-6075	410	8	(	(	PUNCT
ap-6075	410	9	s	s	NOUN
ap-6075	410	10	)	)	PUNCT
ap-6075	410	11	speed	speed	NOUN
ap-6075	410	12	-	-	PUNCT
ap-6075	410	13	up	up	NOUN
ap-6075	410	14	163	163	NUM
ap-6075	410	15	0.03	0.03	NUM
ap-6075	410	16	0.02	0.02	NUM
ap-6075	410	17	0.75	0.75	NUM
ap-6075	410	18	0.014	0.014	NUM
ap-6075	410	19	0.53	0.53	NUM
ap-6075	410	20	0.011	0.011	NUM
ap-6075	410	21	0.34	0.34	NUM
ap-6075	410	22	0.01	0.01	NUM
ap-6075	410	23	1.1	1.1	NUM
ap-6075	410	24	323	323	NUM
ap-6075	410	25	0.33	0.33	NUM
ap-6075	410	26	0.16	0.16	NUM
ap-6075	410	27	1.03	1.03	NUM
ap-6075	410	28	0.1	0.1	NUM
ap-6075	410	29	0.82	0.82	NUM
ap-6075	410	30	0.09	0.09	NUM
ap-6075	410	31	0.45	0.45	NUM
ap-6075	410	32	0.01	0.01	NUM
ap-6075	410	33	9	9	NUM
ap-6075	410	34	643	643	NUM
ap-6075	410	35	4.5	4.5	NUM
ap-6075	410	36	2.33	2.33	NUM
ap-6075	410	37	0.96	0.96	NUM
ap-6075	410	38	1.31	1.31	NUM
ap-6075	410	39	0.85	0.85	NUM
ap-6075	410	40	0.81	0.81	NUM
ap-6075	410	41	0.69	0.69	NUM
ap-6075	410	42	0.03	0.03	NUM
ap-6075	410	43	27	27	NUM
ap-6075	410	44	1283	1283	NUM
ap-6075	410	45	174.2	174.2	NUM
ap-6075	410	46	88.33	88.33	NUM
ap-6075	410	47	0.98	0.98	NUM
ap-6075	410	48	50.11	50.11	NUM
ap-6075	410	49	0.86	0.86	NUM
ap-6075	410	50	28.65	28.65	NUM
ap-6075	410	51	0.76	0.76	NUM
ap-6075	410	52	0.37	0.37	NUM
ap-6075	410	53	77	77	NUM
ap-6075	410	54	2563	2563	NUM
ap-6075	410	55	6047.66	6047.66	NUM
ap-6075	410	56	3071.05	3071.05	NUM
ap-6075	410	57	0.98	0.98	NUM
ap-6075	410	58	1696	1696	NUM
ap-6075	410	59	0.89	0.89	NUM
ap-6075	410	60	982.2	982.2	NUM
ap-6075	410	61	0.76	0.76	NUM
ap-6075	410	62	9.87	9.87	NUM
ap-6075	410	63	99	99	NUM
ap-6075	410	64	table	table	NOUN
ap-6075	410	65	7	7	NUM
ap-6075	410	66	.	.	PUNCT
ap-6075	410	67	performance	performance	NOUN
ap-6075	410	68	of	of	ADP
ap-6075	410	69	the	the	DET
ap-6075	410	70	explicit	explicit	ADJ
ap-6075	410	71	numerical	numerical	ADJ
ap-6075	410	72	solver	solver	NOUN
ap-6075	410	73	of	of	ADP
ap-6075	410	74	(	(	PUNCT
ap-6075	410	75	5	5	NUM
ap-6075	410	76	)	)	PUNCT
ap-6075	410	77	for	for	ADP
ap-6075	410	78	the	the	DET
ap-6075	410	79	heat	heat	NOUN
ap-6075	410	80	equation	equation	NOUN
ap-6075	410	81	in	in	ADP
ap-6075	410	82	3d	3d	NUM
ap-6075	410	83	with	with	ADP
ap-6075	410	84	f	f	PROPN
ap-6075	410	85	given	give	VERB
ap-6075	410	86	by	by	ADP
ap-6075	410	87	(	(	PUNCT
ap-6075	410	88	11	11	NUM
ap-6075	410	89	)	)	PUNCT
ap-6075	410	90	and	and	CCONJ
ap-6075	410	91	t	t	X
ap-6075	410	92	=	=	NOUN
ap-6075	410	93	0.01	0.01	NUM
ap-6075	410	94	.	.	PUNCT
ap-6075	411	1	bold	bold	ADJ
ap-6075	411	2	face	face	NOUN
ap-6075	411	3	stresses	stress	VERB
ap-6075	411	4	the	the	DET
ap-6075	411	5	best	good	ADJ
ap-6075	411	6	time	time	NOUN
ap-6075	411	7	on	on	ADP
ap-6075	411	8	cpu	cpu	NOUN
ap-6075	411	9	(	(	PUNCT
ap-6075	411	10	with	with	SCONJ
ap-6075	411	11	turbo	turbo	NOUN
ap-6075	411	12	-	-	PUNCT
ap-6075	411	13	boost	boost	NOUN
ap-6075	411	14	turned	turn	VERB
ap-6075	411	15	on	on	ADP
ap-6075	411	16	)	)	PUNCT
ap-6075	411	17	based	base	VERB
ap-6075	411	18	on	on	ADP
ap-6075	411	19	which	which	PRON
ap-6075	411	20	we	we	PRON
ap-6075	411	21	compute	compute	VERB
ap-6075	411	22	the	the	DET
ap-6075	411	23	gpu	gpu	NOUN
ap-6075	411	24	speed	speed	NOUN
ap-6075	411	25	-	-	PUNCT
ap-6075	411	26	up	up	NOUN
ap-6075	411	27	written	write	VERB
ap-6075	411	28	in	in	ADP
ap-6075	411	29	bold	bold	ADJ
ap-6075	411	30	face	face	NOUN
ap-6075	411	31	as	as	ADV
ap-6075	411	32	well	well	ADV
ap-6075	411	33	.	.	PUNCT
ap-6075	412	1	131	131	NUM
ap-6075	412	2	t.	t.	NOUN
ap-6075	412	3	oberhuber	oberhuber	PROPN
ap-6075	412	4	,	,	PUNCT
ap-6075	412	5	j.	j.	PROPN
ap-6075	412	6	klinkovský	klinkovský	PROPN
ap-6075	412	7	,	,	PUNCT
ap-6075	412	8	r.	r.	PROPN
ap-6075	412	9	fučík	fučík	PROPN
ap-6075	412	10	acta	acta	PROPN
ap-6075	412	11	polytechnica	polytechnica	PROPN
ap-6075	412	12	cpu	cpu	VERB
ap-6075	412	13	gpu	gpu	NOUN
ap-6075	412	14	dofs	dof	NOUN
ap-6075	412	15	1	1	NUM
ap-6075	412	16	core	core	NOUN
ap-6075	412	17	2	2	NUM
ap-6075	412	18	cores	core	NOUN
ap-6075	412	19	4	4	NUM
ap-6075	412	20	cores	core	NOUN
ap-6075	412	21	8	8	NUM
ap-6075	412	22	cores	core	NOUN
ap-6075	412	23	time	time	NOUN
ap-6075	412	24	(	(	PUNCT
ap-6075	412	25	s	s	NOUN
ap-6075	412	26	)	)	PUNCT
ap-6075	412	27	time	time	NOUN
ap-6075	412	28	(	(	PUNCT
ap-6075	412	29	s	s	NOUN
ap-6075	412	30	)	)	PUNCT
ap-6075	412	31	eff	eff	PROPN
ap-6075	412	32	.	.	PROPN
ap-6075	412	33	time	time	NOUN
ap-6075	412	34	(	(	PUNCT
ap-6075	412	35	s	s	NOUN
ap-6075	412	36	)	)	PUNCT
ap-6075	412	37	eff	eff	PROPN
ap-6075	412	38	.	.	PROPN
ap-6075	412	39	time	time	NOUN
ap-6075	412	40	(	(	PUNCT
ap-6075	412	41	s	s	NOUN
ap-6075	412	42	)	)	PUNCT
ap-6075	412	43	eff	eff	PROPN
ap-6075	412	44	.	.	PROPN
ap-6075	412	45	time	time	NOUN
ap-6075	412	46	(	(	PUNCT
ap-6075	412	47	s	s	NOUN
ap-6075	412	48	)	)	PUNCT
ap-6075	412	49	speed	speed	NOUN
ap-6075	412	50	-	-	PUNCT
ap-6075	412	51	up	up	NOUN
ap-6075	412	52	16	16	NUM
ap-6075	412	53	0.003	0.003	NUM
ap-6075	412	54	0.003	0.003	NUM
ap-6075	412	55	0.5	0.5	NUM
ap-6075	412	56	0.003	0.003	NUM
ap-6075	412	57	0.25	0.25	NUM
ap-6075	412	58	0.003	0.003	NUM
ap-6075	412	59	0.12	0.12	NUM
ap-6075	412	60	0.03	0.03	NUM
ap-6075	412	61	0.1	0.1	NUM
ap-6075	412	62	32	32	NUM
ap-6075	412	63	0.003	0.003	NUM
ap-6075	412	64	0.003	0.003	NUM
ap-6075	412	65	0.5	0.5	NUM
ap-6075	412	66	0.004	0.004	NUM
ap-6075	412	67	0.18	0.18	NUM
ap-6075	412	68	0.004	0.004	NUM
ap-6075	412	69	0.09	0.09	NUM
ap-6075	412	70	0.13	0.13	NUM
ap-6075	412	71	0.02	0.02	NUM
ap-6075	412	72	64	64	NUM
ap-6075	412	73	0.006	0.006	NUM
ap-6075	412	74	0.006	0.006	NUM
ap-6075	412	75	0.5	0.5	NUM
ap-6075	412	76	0.007	0.007	NUM
ap-6075	412	77	0.21	0.21	NUM
ap-6075	412	78	0.011	0.011	NUM
ap-6075	412	79	0.06	0.06	NUM
ap-6075	412	80	0.26	0.26	NUM
ap-6075	412	81	0.02	0.02	NUM
ap-6075	412	82	128	128	NUM
ap-6075	412	83	0.016	0.016	NUM
ap-6075	412	84	0.018	0.018	NUM
ap-6075	412	85	0.44	0.44	NUM
ap-6075	412	86	0.019	0.019	NUM
ap-6075	412	87	0.21	0.21	NUM
ap-6075	412	88	0.025	0.025	NUM
ap-6075	412	89	0.08	0.08	NUM
ap-6075	412	90	0.9	0.9	NUM
ap-6075	412	91	0.02	0.02	NUM
ap-6075	412	92	256	256	NUM
ap-6075	412	93	0.081	0.081	NUM
ap-6075	412	94	0.1	0.1	NUM
ap-6075	412	95	0.40	0.40	NUM
ap-6075	412	96	0.09	0.09	NUM
ap-6075	412	97	0.22	0.22	NUM
ap-6075	412	98	0.11	0.11	NUM
ap-6075	412	99	0.09	0.09	NUM
ap-6075	412	100	1.8	1.8	NUM
ap-6075	412	101	0.04	0.04	NUM
ap-6075	412	102	512	512	NUM
ap-6075	412	103	0.48	0.48	NUM
ap-6075	412	104	0.51	0.51	NUM
ap-6075	412	105	0.47	0.47	NUM
ap-6075	412	106	0.54	0.54	NUM
ap-6075	412	107	0.22	0.22	NUM
ap-6075	412	108	0.55	0.55	NUM
ap-6075	412	109	0.1	0.1	NUM
ap-6075	412	110	6.05	6.05	NUM
ap-6075	412	111	0.08	0.08	NUM
ap-6075	412	112	1024	1024	NUM
ap-6075	412	113	3.42	3.42	NUM
ap-6075	412	114	2.98	2.98	NUM
ap-6075	412	115	0.57	0.57	NUM
ap-6075	412	116	2.83	2.83	NUM
ap-6075	412	117	0.30	0.30	NUM
ap-6075	412	118	3.57	3.57	NUM
ap-6075	412	119	0.11	0.11	NUM
ap-6075	412	120	21.6	21.6	NUM
ap-6075	412	121	0.17	0.17	NUM
ap-6075	412	122	2048	2048	NUM
ap-6075	412	123	24.88	24.88	NUM
ap-6075	412	124	17.29	17.29	NUM
ap-6075	412	125	0.71	0.71	NUM
ap-6075	412	126	14.05	14.05	NUM
ap-6075	412	127	0.44	0.44	NUM
ap-6075	412	128	15.5	15.5	NUM
ap-6075	412	129	0.20	0.20	NUM
ap-6075	412	130	85.8	85.8	NUM
ap-6075	412	131	0.16	0.16	NUM
ap-6075	412	132	4096	4096	NUM
ap-6075	412	133	189.7	189.7	NUM
ap-6075	412	134	114.12	114.12	NUM
ap-6075	412	135	0.83	0.83	NUM
ap-6075	412	136	79.53	79.53	NUM
ap-6075	412	137	0.59	0.59	NUM
ap-6075	412	138	76.11	76.11	NUM
ap-6075	412	139	0.31	0.31	NUM
ap-6075	412	140	342.8	342.8	NUM
ap-6075	412	141	0.22	0.22	NUM
ap-6075	412	142	table	table	NOUN
ap-6075	412	143	8	8	NUM
ap-6075	412	144	.	.	PUNCT
ap-6075	412	145	performance	performance	NOUN
ap-6075	412	146	of	of	ADP
ap-6075	412	147	the	the	DET
ap-6075	412	148	implicit	implicit	ADJ
ap-6075	412	149	numerical	numerical	ADJ
ap-6075	412	150	solver	solver	NOUN
ap-6075	412	151	(	(	PUNCT
ap-6075	412	152	6)–(7	6)–(7	NUM
ap-6075	412	153	)	)	PUNCT
ap-6075	412	154	for	for	ADP
ap-6075	412	155	the	the	DET
ap-6075	412	156	heat	heat	NOUN
ap-6075	412	157	equation	equation	NOUN
ap-6075	412	158	in	in	ADP
ap-6075	412	159	1d	1d	NUM
ap-6075	412	160	.	.	PUNCT
ap-6075	413	1	bold	bold	ADJ
ap-6075	413	2	face	face	NOUN
ap-6075	413	3	stresses	stress	VERB
ap-6075	413	4	the	the	DET
ap-6075	413	5	best	good	ADJ
ap-6075	413	6	time	time	NOUN
ap-6075	413	7	on	on	ADP
ap-6075	413	8	cpu	cpu	NOUN
ap-6075	413	9	(	(	PUNCT
ap-6075	413	10	with	with	SCONJ
ap-6075	413	11	turbo	turbo	NOUN
ap-6075	413	12	-	-	PUNCT
ap-6075	413	13	boost	boost	NOUN
ap-6075	413	14	turned	turn	VERB
ap-6075	413	15	on	on	ADP
ap-6075	413	16	)	)	PUNCT
ap-6075	413	17	based	base	VERB
ap-6075	413	18	on	on	ADP
ap-6075	413	19	which	which	PRON
ap-6075	413	20	we	we	PRON
ap-6075	413	21	compute	compute	VERB
ap-6075	413	22	the	the	DET
ap-6075	413	23	gpu	gpu	NOUN
ap-6075	413	24	speed	speed	NOUN
ap-6075	413	25	-	-	PUNCT
ap-6075	413	26	up	up	NOUN
ap-6075	413	27	written	write	VERB
ap-6075	413	28	in	in	ADP
ap-6075	413	29	bold	bold	ADJ
ap-6075	413	30	face	face	NOUN
ap-6075	413	31	as	as	ADV
ap-6075	413	32	well	well	ADV
ap-6075	413	33	.	.	PUNCT
ap-6075	414	1	cpu	cpu	VERB
ap-6075	414	2	gpu	gpu	NOUN
ap-6075	414	3	dofs	dof	NOUN
ap-6075	414	4	1	1	NUM
ap-6075	414	5	core	core	NOUN
ap-6075	414	6	2	2	NUM
ap-6075	414	7	cores	core	NOUN
ap-6075	414	8	4	4	NUM
ap-6075	414	9	cores	core	NOUN
ap-6075	414	10	8	8	NUM
ap-6075	414	11	cores	core	NOUN
ap-6075	414	12	time	time	NOUN
ap-6075	414	13	(	(	PUNCT
ap-6075	414	14	s	s	NOUN
ap-6075	414	15	)	)	PUNCT
ap-6075	414	16	time	time	NOUN
ap-6075	414	17	(	(	PUNCT
ap-6075	414	18	s	s	NOUN
ap-6075	414	19	)	)	PUNCT
ap-6075	414	20	eff	eff	PROPN
ap-6075	414	21	.	.	PROPN
ap-6075	414	22	time	time	NOUN
ap-6075	414	23	(	(	PUNCT
ap-6075	414	24	s	s	NOUN
ap-6075	414	25	)	)	PUNCT
ap-6075	414	26	eff	eff	PROPN
ap-6075	414	27	.	.	PROPN
ap-6075	415	1	time	time	NOUN
ap-6075	415	2	(	(	PUNCT
ap-6075	415	3	s	s	NOUN
ap-6075	415	4	)	)	PUNCT
ap-6075	415	5	eff	eff	PROPN
ap-6075	415	6	.	.	PROPN
ap-6075	415	7	time	time	NOUN
ap-6075	415	8	(	(	PUNCT
ap-6075	415	9	s	s	NOUN
ap-6075	415	10	)	)	PUNCT
ap-6075	415	11	speed	speed	NOUN
ap-6075	415	12	-	-	PUNCT
ap-6075	415	13	up	up	NOUN
ap-6075	415	14	162	162	NUM
ap-6075	415	15	0.004	0.004	NUM
ap-6075	415	16	0.004	0.004	NUM
ap-6075	415	17	0.5	0.5	NUM
ap-6075	415	18	0.01	0.01	NUM
ap-6075	415	19	0.1	0.1	NUM
ap-6075	415	20	0.03	0.03	NUM
ap-6075	415	21	0.02	0.02	NUM
ap-6075	415	22	0.04	0.04	NUM
ap-6075	415	23	0.1	0.1	NUM
ap-6075	415	24	322	322	NUM
ap-6075	415	25	0.015	0.015	NUM
ap-6075	415	26	0.012	0.012	NUM
ap-6075	415	27	0.62	0.62	NUM
ap-6075	415	28	0.011	0.011	NUM
ap-6075	415	29	0.34	0.34	NUM
ap-6075	415	30	0.01	0.01	NUM
ap-6075	415	31	0.18	0.18	NUM
ap-6075	415	32	0.12	0.12	NUM
ap-6075	415	33	0.08	0.08	NUM
ap-6075	415	34	642	642	NUM
ap-6075	415	35	0.12	0.12	NUM
ap-6075	415	36	0.07	0.07	NUM
ap-6075	415	37	0.85	0.85	NUM
ap-6075	415	38	0.047	0.047	NUM
ap-6075	415	39	0.63	0.63	NUM
ap-6075	415	40	0.05	0.05	NUM
ap-6075	415	41	0.3	0.3	NUM
ap-6075	415	42	0.3	0.3	NUM
ap-6075	415	43	0.15	0.15	NUM
ap-6075	415	44	1282	1282	NUM
ap-6075	415	45	1.2	1.2	NUM
ap-6075	415	46	0.65	0.65	NUM
ap-6075	415	47	0.92	0.92	NUM
ap-6075	415	48	0.37	0.37	NUM
ap-6075	415	49	0.81	0.81	NUM
ap-6075	415	50	0.26	0.26	NUM
ap-6075	415	51	0.57	0.57	NUM
ap-6075	415	52	0.83	0.83	NUM
ap-6075	415	53	0.31	0.31	NUM
ap-6075	415	54	2562	2562	NUM
ap-6075	415	55	17.51	17.51	NUM
ap-6075	415	56	9.17	9.17	NUM
ap-6075	415	57	0.95	0.95	NUM
ap-6075	415	58	4.79	4.79	NUM
ap-6075	415	59	0.91	0.91	NUM
ap-6075	415	60	3.03	3.03	NUM
ap-6075	415	61	0.72	0.72	NUM
ap-6075	415	62	2.86	2.86	NUM
ap-6075	415	63	1.05	1.05	NUM
ap-6075	415	64	5122	5122	NUM
ap-6075	415	65	230.9	230.9	NUM
ap-6075	415	66	120.83	120.83	NUM
ap-6075	415	67	0.95	0.95	NUM
ap-6075	415	68	66.49	66.49	NUM
ap-6075	415	69	0.86	0.86	NUM
ap-6075	415	70	39.62	39.62	NUM
ap-6075	415	71	0.72	0.72	NUM
ap-6075	415	72	12.07	12.07	NUM
ap-6075	415	73	3.28	3.28	NUM
ap-6075	415	74	10242	10242	NUM
ap-6075	415	75	3634.24	3634.24	NUM
ap-6075	415	76	1928.66	1928.66	NUM
ap-6075	415	77	0.94	0.94	NUM
ap-6075	415	78	1081.04	1081.04	NUM
ap-6075	415	79	0.84	0.84	NUM
ap-6075	415	80	752.73	752.73	NUM
ap-6075	415	81	0.60	0.60	NUM
ap-6075	415	82	86.9	86.9	NUM
ap-6075	415	83	8.66	8.66	NUM
ap-6075	415	84	20482	20482	NUM
ap-6075	415	85	59185	59185	NUM
ap-6075	415	86	32048	32048	NUM
ap-6075	415	87	0.92	0.92	NUM
ap-6075	415	88	18080.1	18080.1	NUM
ap-6075	415	89	0.81	0.81	NUM
ap-6075	415	90	13167.5	13167.5	NUM
ap-6075	415	91	0.56	0.56	NUM
ap-6075	415	92	1057	1057	NUM
ap-6075	415	93	12.4	12.4	NUM
ap-6075	415	94	table	table	NOUN
ap-6075	415	95	9	9	NUM
ap-6075	415	96	.	.	PUNCT
ap-6075	415	97	performance	performance	NOUN
ap-6075	415	98	of	of	ADP
ap-6075	415	99	the	the	DET
ap-6075	415	100	implicit	implicit	ADJ
ap-6075	415	101	numerical	numerical	ADJ
ap-6075	415	102	solver	solver	NOUN
ap-6075	415	103	(	(	PUNCT
ap-6075	415	104	6)–(7	6)–(7	NUM
ap-6075	415	105	)	)	PUNCT
ap-6075	415	106	for	for	ADP
ap-6075	415	107	the	the	DET
ap-6075	415	108	heat	heat	NOUN
ap-6075	415	109	equation	equation	NOUN
ap-6075	415	110	in	in	ADP
ap-6075	415	111	2d	2d	NOUN
ap-6075	415	112	.	.	PUNCT
ap-6075	416	1	bold	bold	ADJ
ap-6075	416	2	face	face	NOUN
ap-6075	416	3	stresses	stress	VERB
ap-6075	416	4	the	the	DET
ap-6075	416	5	best	good	ADJ
ap-6075	416	6	time	time	NOUN
ap-6075	416	7	on	on	ADP
ap-6075	416	8	cpu	cpu	NOUN
ap-6075	416	9	(	(	PUNCT
ap-6075	416	10	with	with	SCONJ
ap-6075	416	11	turbo	turbo	NOUN
ap-6075	416	12	-	-	PUNCT
ap-6075	416	13	boost	boost	NOUN
ap-6075	416	14	turned	turn	VERB
ap-6075	416	15	on	on	ADP
ap-6075	416	16	)	)	PUNCT
ap-6075	416	17	based	base	VERB
ap-6075	416	18	on	on	ADP
ap-6075	416	19	which	which	PRON
ap-6075	416	20	we	we	PRON
ap-6075	416	21	compute	compute	VERB
ap-6075	416	22	the	the	DET
ap-6075	416	23	gpu	gpu	NOUN
ap-6075	416	24	speed	speed	NOUN
ap-6075	416	25	-	-	PUNCT
ap-6075	416	26	up	up	NOUN
ap-6075	416	27	written	write	VERB
ap-6075	416	28	in	in	ADP
ap-6075	416	29	bold	bold	ADJ
ap-6075	416	30	face	face	NOUN
ap-6075	416	31	as	as	ADV
ap-6075	416	32	well	well	ADV
ap-6075	416	33	.	.	PUNCT
ap-6075	417	1	cpu	cpu	VERB
ap-6075	417	2	gpu	gpu	NOUN
ap-6075	417	3	dofs	dof	NOUN
ap-6075	417	4	1	1	NUM
ap-6075	417	5	core	core	NOUN
ap-6075	417	6	2	2	NUM
ap-6075	417	7	cores	core	NOUN
ap-6075	417	8	4	4	NUM
ap-6075	417	9	cores	core	NOUN
ap-6075	417	10	8	8	NUM
ap-6075	417	11	cores	core	NOUN
ap-6075	417	12	time	time	NOUN
ap-6075	417	13	(	(	PUNCT
ap-6075	417	14	s	s	NOUN
ap-6075	417	15	)	)	PUNCT
ap-6075	417	16	time	time	NOUN
ap-6075	417	17	(	(	PUNCT
ap-6075	417	18	s	s	NOUN
ap-6075	417	19	)	)	PUNCT
ap-6075	417	20	eff	eff	PROPN
ap-6075	417	21	.	.	PROPN
ap-6075	417	22	time	time	NOUN
ap-6075	417	23	(	(	PUNCT
ap-6075	417	24	s	s	NOUN
ap-6075	417	25	)	)	PUNCT
ap-6075	417	26	eff	eff	PROPN
ap-6075	417	27	.	.	PROPN
ap-6075	418	1	time	time	NOUN
ap-6075	418	2	(	(	PUNCT
ap-6075	418	3	s	s	NOUN
ap-6075	418	4	)	)	PUNCT
ap-6075	418	5	eff	eff	PROPN
ap-6075	418	6	.	.	PROPN
ap-6075	418	7	time	time	NOUN
ap-6075	418	8	(	(	PUNCT
ap-6075	418	9	s	s	NOUN
ap-6075	418	10	)	)	PUNCT
ap-6075	418	11	speed	speed	NOUN
ap-6075	418	12	-	-	PUNCT
ap-6075	418	13	up	up	NOUN
ap-6075	418	14	163	163	NUM
ap-6075	418	15	0.021	0.021	NUM
ap-6075	418	16	0.013	0.013	NUM
ap-6075	418	17	0.80	0.80	NUM
ap-6075	418	18	0.01	0.01	NUM
ap-6075	418	19	0.52	0.52	NUM
ap-6075	418	20	0.011	0.011	NUM
ap-6075	418	21	0.23	0.23	NUM
ap-6075	418	22	0.07	0.07	NUM
ap-6075	418	23	0.14	0.14	NUM
ap-6075	418	24	323	323	NUM
ap-6075	418	25	0.46	0.46	NUM
ap-6075	418	26	0.25	0.25	NUM
ap-6075	418	27	0.92	0.92	NUM
ap-6075	418	28	0.14	0.14	NUM
ap-6075	418	29	0.82	0.82	NUM
ap-6075	418	30	0.11	0.11	NUM
ap-6075	418	31	0.52	0.52	NUM
ap-6075	418	32	0.18	0.18	NUM
ap-6075	418	33	0.61	0.61	NUM
ap-6075	418	34	643	643	NUM
ap-6075	418	35	10.04	10.04	NUM
ap-6075	418	36	5.21	5.21	NUM
ap-6075	418	37	0.96	0.96	NUM
ap-6075	418	38	3.02	3.02	NUM
ap-6075	418	39	0.83	0.83	NUM
ap-6075	418	40	1.83	1.83	NUM
ap-6075	418	41	0.68	0.68	NUM
ap-6075	418	42	0.6	0.6	NUM
ap-6075	418	43	3.05	3.05	NUM
ap-6075	418	44	1283	1283	NUM
ap-6075	418	45	240.9	240.9	NUM
ap-6075	418	46	125.11	125.11	NUM
ap-6075	418	47	0.96	0.96	NUM
ap-6075	418	48	81.24	81.24	NUM
ap-6075	418	49	0.74	0.74	NUM
ap-6075	418	50	51.46	51.46	NUM
ap-6075	418	51	0.58	0.58	NUM
ap-6075	418	52	6.54	6.54	NUM
ap-6075	418	53	7.86	7.86	NUM
ap-6075	418	54	2563	2563	NUM
ap-6075	418	55	6429.6	6429.6	NUM
ap-6075	418	56	3815.9	3815.9	NUM
ap-6075	418	57	0.84	0.84	NUM
ap-6075	418	58	2313.79	2313.79	NUM
ap-6075	418	59	0.69	0.69	NUM
ap-6075	418	60	1536.4	1536.4	NUM
ap-6075	418	61	0.52	0.52	NUM
ap-6075	418	62	140.1	140.1	NUM
ap-6075	418	63	10.96	10.96	NUM
ap-6075	418	64	table	table	NOUN
ap-6075	418	65	10	10	NUM
ap-6075	418	66	.	.	PUNCT
ap-6075	418	67	performance	performance	NOUN
ap-6075	418	68	of	of	ADP
ap-6075	418	69	the	the	DET
ap-6075	418	70	implicit	implicit	ADJ
ap-6075	418	71	numerical	numerical	ADJ
ap-6075	418	72	solver	solver	NOUN
ap-6075	418	73	(	(	PUNCT
ap-6075	418	74	6)–(7	6)–(7	NUM
ap-6075	418	75	)	)	PUNCT
ap-6075	418	76	for	for	ADP
ap-6075	418	77	the	the	DET
ap-6075	418	78	heat	heat	NOUN
ap-6075	418	79	equation	equation	NOUN
ap-6075	418	80	in	in	ADP
ap-6075	418	81	3d	3d	NUM
ap-6075	418	82	.	.	PUNCT
ap-6075	419	1	bold	bold	ADJ
ap-6075	419	2	face	face	NOUN
ap-6075	419	3	stresses	stress	VERB
ap-6075	419	4	the	the	DET
ap-6075	419	5	best	good	ADJ
ap-6075	419	6	time	time	NOUN
ap-6075	419	7	on	on	ADP
ap-6075	419	8	cpu	cpu	NOUN
ap-6075	419	9	(	(	PUNCT
ap-6075	419	10	with	with	SCONJ
ap-6075	419	11	turbo	turbo	NOUN
ap-6075	419	12	-	-	PUNCT
ap-6075	419	13	boost	boost	NOUN
ap-6075	419	14	turned	turn	VERB
ap-6075	419	15	on	on	ADP
ap-6075	419	16	)	)	PUNCT
ap-6075	419	17	based	base	VERB
ap-6075	419	18	on	on	ADP
ap-6075	419	19	which	which	PRON
ap-6075	419	20	we	we	PRON
ap-6075	419	21	compute	compute	VERB
ap-6075	419	22	the	the	DET
ap-6075	419	23	gpu	gpu	NOUN
ap-6075	419	24	speed	speed	NOUN
ap-6075	419	25	-	-	PUNCT
ap-6075	419	26	up	up	NOUN
ap-6075	419	27	written	write	VERB
ap-6075	419	28	in	in	ADP
ap-6075	419	29	bold	bold	ADJ
ap-6075	419	30	face	face	NOUN
ap-6075	419	31	as	as	ADV
ap-6075	419	32	well	well	ADV
ap-6075	419	33	.	.	PUNCT
ap-6075	420	1	132	132	NUM
ap-6075	420	2	vol	vol	NOUN
ap-6075	420	3	.	.	PUNCT
ap-6075	421	1	61	61	NUM
ap-6075	421	2	special	special	ADJ
ap-6075	421	3	issue/2021	issue/2021	NOUN
ap-6075	421	4	tnl	tnl	PROPN
ap-6075	421	5	:	:	PUNCT
ap-6075	421	6	numerical	numerical	PROPN
ap-6075	421	7	library	library	NOUN
ap-6075	421	8	for	for	ADP
ap-6075	421	9	modern	modern	ADJ
ap-6075	421	10	parallel	parallel	ADJ
ap-6075	421	11	architectures	architecture	NOUN
ap-6075	421	12	0	0	NUM
ap-6075	421	13	0.2	0.2	NUM
ap-6075	421	14	0.4	0.4	NUM
ap-6075	421	15	0.6	0.6	NUM
ap-6075	421	16	0.8	0.8	NUM
ap-6075	421	17	1	1	NUM
ap-6075	421	18	16	16	NUM
ap-6075	421	19	32	32	NUM
ap-6075	421	20	64	64	NUM
ap-6075	421	21	128	128	NUM
ap-6075	421	22	256	256	NUM
ap-6075	421	23	512	512	NUM
ap-6075	421	24	1024	1024	NUM
ap-6075	421	25	2048	2048	NUM
ap-6075	421	26	4096	4096	NUM
ap-6075	421	27	e	e	X
ap-6075	421	28	ffi	ffi	PROPN
ap-6075	421	29	ci	ci	PROPN
ap-6075	421	30	e	e	PROPN
ap-6075	421	31	n	n	PROPN
ap-6075	421	32	cy	cy	PROPN
ap-6075	421	33	0	0	NUM
ap-6075	421	34	0.2	0.2	NUM
ap-6075	421	35	0.4	0.4	NUM
ap-6075	421	36	0.6	0.6	NUM
ap-6075	421	37	0.8	0.8	NUM
ap-6075	421	38	1	1	NUM
ap-6075	421	39	16	16	NUM
ap-6075	421	40	32	32	NUM
ap-6075	421	41	64	64	NUM
ap-6075	421	42	128	128	NUM
ap-6075	421	43	256	256	NUM
ap-6075	421	44	512	512	NUM
ap-6075	421	45	1024	1024	NUM
ap-6075	421	46	2048	2048	NUM
ap-6075	421	47	0	0	NUM
ap-6075	421	48	0.2	0.2	NUM
ap-6075	421	49	0.4	0.4	NUM
ap-6075	421	50	0.6	0.6	NUM
ap-6075	421	51	0.8	0.8	NUM
ap-6075	421	52	1	1	NUM
ap-6075	421	53	16	16	NUM
ap-6075	421	54	32	32	NUM
ap-6075	421	55	64	64	NUM
ap-6075	421	56	128	128	NUM
ap-6075	421	57	256	256	NUM
ap-6075	421	58	0	0	NUM
ap-6075	421	59	0.2	0.2	NUM
ap-6075	421	60	0.4	0.4	NUM
ap-6075	421	61	0.6	0.6	NUM
ap-6075	421	62	0.8	0.8	NUM
ap-6075	421	63	1	1	NUM
ap-6075	421	64	16	16	NUM
ap-6075	421	65	32	32	NUM
ap-6075	421	66	64	64	NUM
ap-6075	421	67	128	128	NUM
ap-6075	421	68	256	256	NUM
ap-6075	421	69	512	512	NUM
ap-6075	421	70	1024	1024	NUM
ap-6075	421	71	2048	2048	NUM
ap-6075	421	72	4096	4096	NUM
ap-6075	421	73	e	e	X
ap-6075	421	74	ffi	ffi	PROPN
ap-6075	421	75	ci	ci	PROPN
ap-6075	421	76	e	e	PROPN
ap-6075	421	77	n	n	PROPN
ap-6075	421	78	cy	cy	PROPN
ap-6075	421	79	0	0	NUM
ap-6075	421	80	0.2	0.2	NUM
ap-6075	421	81	0.4	0.4	NUM
ap-6075	421	82	0.6	0.6	NUM
ap-6075	421	83	0.8	0.8	NUM
ap-6075	421	84	1	1	NUM
ap-6075	421	85	16	16	NUM
ap-6075	421	86	32	32	NUM
ap-6075	421	87	64	64	NUM
ap-6075	421	88	128	128	NUM
ap-6075	421	89	256	256	NUM
ap-6075	421	90	512	512	NUM
ap-6075	421	91	1024	1024	NUM
ap-6075	421	92	2048	2048	NUM
ap-6075	421	93	0	0	NUM
ap-6075	421	94	0.2	0.2	NUM
ap-6075	421	95	0.4	0.4	NUM
ap-6075	421	96	0.6	0.6	NUM
ap-6075	421	97	0.8	0.8	NUM
ap-6075	421	98	1	1	NUM
ap-6075	421	99	16	16	NUM
ap-6075	421	100	32	32	NUM
ap-6075	421	101	64	64	NUM
ap-6075	421	102	128	128	NUM
ap-6075	421	103	256	256	NUM
ap-6075	421	104	0	0	NUM
ap-6075	421	105	0.2	0.2	NUM
ap-6075	421	106	0.4	0.4	NUM
ap-6075	421	107	0.6	0.6	NUM
ap-6075	421	108	0.8	0.8	NUM
ap-6075	421	109	1	1	NUM
ap-6075	421	110	16	16	NUM
ap-6075	421	111	32	32	NUM
ap-6075	421	112	64	64	NUM
ap-6075	421	113	128	128	NUM
ap-6075	421	114	256	256	NUM
ap-6075	421	115	512	512	NUM
ap-6075	421	116	1024	1024	NUM
ap-6075	421	117	2048	2048	NUM
ap-6075	421	118	4096	4096	NUM
ap-6075	421	119	e	e	X
ap-6075	421	120	ffi	ffi	PROPN
ap-6075	421	121	ci	ci	PROPN
ap-6075	421	122	e	e	PROPN
ap-6075	421	123	n	n	X
ap-6075	421	124	cy	cy	PROPN
ap-6075	421	125	grid	grid	NOUN
ap-6075	421	126	size	size	NOUN
ap-6075	421	127	0	0	NUM
ap-6075	421	128	0.2	0.2	NUM
ap-6075	421	129	0.4	0.4	NUM
ap-6075	421	130	0.6	0.6	NUM
ap-6075	421	131	0.8	0.8	NUM
ap-6075	421	132	1	1	NUM
ap-6075	421	133	16	16	NUM
ap-6075	421	134	32	32	NUM
ap-6075	421	135	64	64	NUM
ap-6075	421	136	128	128	NUM
ap-6075	421	137	256	256	NUM
ap-6075	421	138	512	512	NUM
ap-6075	421	139	1024	1024	NUM
ap-6075	421	140	2048	2048	NUM
ap-6075	421	141	grid	grid	NOUN
ap-6075	421	142	size	size	NOUN
ap-6075	421	143	0	0	NUM
ap-6075	421	144	0.2	0.2	NUM
ap-6075	421	145	0.4	0.4	NUM
ap-6075	421	146	0.6	0.6	NUM
ap-6075	421	147	0.8	0.8	NUM
ap-6075	421	148	1	1	NUM
ap-6075	421	149	16	16	NUM
ap-6075	421	150	32	32	NUM
ap-6075	421	151	64	64	NUM
ap-6075	421	152	128	128	NUM
ap-6075	421	153	256	256	NUM
ap-6075	421	154	grid	grid	NOUN
ap-6075	421	155	size	size	NOUN
ap-6075	421	156	2	2	NUM
ap-6075	421	157	threads	thread	NOUN
ap-6075	421	158	4	4	NUM
ap-6075	421	159	threads	thread	NOUN
ap-6075	421	160	8	8	NUM
ap-6075	421	161	threads	thread	NOUN
ap-6075	421	162	figure	figure	VERB
ap-6075	421	163	4	4	NUM
ap-6075	421	164	.	.	PUNCT
ap-6075	422	1	graphs	graph	NOUN
ap-6075	422	2	of	of	ADP
ap-6075	422	3	the	the	DET
ap-6075	422	4	cpu	cpu	NOUN
ap-6075	422	5	efficiency	efficiency	NOUN
ap-6075	422	6	–	–	PUNCT
ap-6075	422	7	the	the	DET
ap-6075	422	8	first	first	ADJ
ap-6075	422	9	row	row	NOUN
ap-6075	422	10	represents	represent	VERB
ap-6075	422	11	the	the	DET
ap-6075	422	12	explicit	explicit	ADJ
ap-6075	422	13	solver	solver	NOUN
ap-6075	422	14	from	from	ADP
ap-6075	422	15	tables	table	NOUN
ap-6075	422	16	2–4	2–4	NUM
ap-6075	422	17	,	,	PUNCT
ap-6075	422	18	the	the	DET
ap-6075	422	19	second	second	ADJ
ap-6075	422	20	row	row	NOUN
ap-6075	422	21	is	be	AUX
ap-6075	422	22	the	the	DET
ap-6075	422	23	explicit	explicit	ADJ
ap-6075	422	24	solver	solver	NOUN
ap-6075	422	25	with	with	ADP
ap-6075	422	26	f	f	PROPN
ap-6075	422	27	given	give	VERB
ap-6075	422	28	by	by	ADP
ap-6075	422	29	(	(	PUNCT
ap-6075	422	30	9)–(11	9)–(11	NUM
ap-6075	422	31	)	)	PUNCT
ap-6075	422	32	from	from	ADP
ap-6075	422	33	tables	table	NOUN
ap-6075	422	34	5–7	5–7	NUM
ap-6075	422	35	and	and	CCONJ
ap-6075	422	36	the	the	DET
ap-6075	422	37	last	last	ADJ
ap-6075	422	38	row	row	NOUN
ap-6075	422	39	is	be	AUX
ap-6075	422	40	the	the	DET
ap-6075	422	41	implicit	implicit	ADJ
ap-6075	422	42	solver	solver	NOUN
ap-6075	422	43	from	from	ADP
ap-6075	422	44	tables	table	NOUN
ap-6075	422	45	8–10	8–10	NOUN
ap-6075	422	46	.	.	PUNCT
ap-6075	423	1	the	the	DET
ap-6075	423	2	first	first	ADJ
ap-6075	423	3	column	column	NOUN
ap-6075	423	4	contains	contain	VERB
ap-6075	423	5	results	result	NOUN
ap-6075	423	6	of	of	ADP
ap-6075	423	7	computations	computation	NOUN
ap-6075	423	8	in	in	ADP
ap-6075	423	9	1d	1d	NUM
ap-6075	423	10	,	,	PUNCT
ap-6075	423	11	the	the	DET
ap-6075	423	12	second	second	ADJ
ap-6075	423	13	column	column	NOUN
ap-6075	423	14	in	in	ADP
ap-6075	423	15	2d	2d	NUM
ap-6075	423	16	and	and	CCONJ
ap-6075	423	17	the	the	DET
ap-6075	423	18	third	third	ADJ
ap-6075	423	19	one	one	NUM
ap-6075	423	20	in	in	ADP
ap-6075	423	21	3d	3d	NUM
ap-6075	423	22	.	.	PUNCT
ap-6075	424	1	the	the	DET
ap-6075	424	2	red	red	ADJ
ap-6075	424	3	curve	curve	NOUN
ap-6075	424	4	is	be	AUX
ap-6075	424	5	efficiency	efficiency	NOUN
ap-6075	424	6	of	of	ADP
ap-6075	424	7	simulation	simulation	NOUN
ap-6075	424	8	with	with	ADP
ap-6075	424	9	two	two	NUM
ap-6075	424	10	threads	thread	NOUN
ap-6075	424	11	,	,	PUNCT
ap-6075	424	12	the	the	DET
ap-6075	424	13	green	green	ADJ
ap-6075	424	14	one	one	NUM
ap-6075	424	15	with	with	ADP
ap-6075	424	16	four	four	NUM
ap-6075	424	17	threads	thread	NOUN
ap-6075	424	18	and	and	CCONJ
ap-6075	424	19	the	the	DET
ap-6075	424	20	blue	blue	ADJ
ap-6075	424	21	one	one	NUM
ap-6075	424	22	with	with	ADP
ap-6075	424	23	eight	eight	NUM
ap-6075	424	24	threads	thread	NOUN
ap-6075	424	25	.	.	PUNCT
ap-6075	425	1	the	the	DET
ap-6075	425	2	horizontal	horizontal	ADJ
ap-6075	425	3	axes	axis	NOUN
ap-6075	425	4	represent	represent	VERB
ap-6075	425	5	grid	grid	NOUN
ap-6075	425	6	size	size	NOUN
ap-6075	425	7	of	of	ADP
ap-6075	425	8	the	the	DET
ap-6075	425	9	simulation	simulation	NOUN
ap-6075	425	10	and	and	CCONJ
ap-6075	425	11	the	the	DET
ap-6075	425	12	vertical	vertical	ADJ
ap-6075	425	13	axes	axis	NOUN
ap-6075	425	14	show	show	VERB
ap-6075	425	15	the	the	DET
ap-6075	425	16	efficiency	efficiency	NOUN
ap-6075	425	17	.	.	PUNCT
ap-6075	426	1	0.4	0.4	NUM
ap-6075	426	2	0.6	0.6	NUM
ap-6075	426	3	0.8	0.8	NUM
ap-6075	426	4	1	1	NUM
ap-6075	426	5	1.2	1.2	NUM
ap-6075	426	6	1.4	1.4	NUM
ap-6075	426	7	1.6	1.6	NUM
ap-6075	426	8	1.8	1.8	NUM
ap-6075	426	9	2	2	NUM
ap-6075	426	10	1	1	NUM
ap-6075	426	11	2	2	NUM
ap-6075	426	12	3	3	NUM
ap-6075	426	13	4	4	NUM
ap-6075	426	14	5	5	NUM
ap-6075	426	15	6	6	NUM
ap-6075	426	16	7	7	NUM
ap-6075	426	17	8	8	NUM
ap-6075	426	18	ti	ti	NOUN
ap-6075	426	19	m	m	NOUN
ap-6075	426	20	e	e	NOUN
ap-6075	426	21	threads	thread	NOUN
ap-6075	426	22	1d	1d	NUM
ap-6075	426	23	2d	2d	NOUN
ap-6075	426	24	3d	3d	NOUN
ap-6075	426	25	1	1	NUM
ap-6075	426	26	2	2	NUM
ap-6075	426	27	3	3	NUM
ap-6075	426	28	4	4	NUM
ap-6075	426	29	5	5	NUM
ap-6075	426	30	6	6	NUM
ap-6075	426	31	7	7	NUM
ap-6075	426	32	8	8	NUM
ap-6075	426	33	9	9	NUM
ap-6075	426	34	1	1	NUM
ap-6075	426	35	2	2	NUM
ap-6075	426	36	3	3	NUM
ap-6075	426	37	4	4	NUM
ap-6075	426	38	5	5	NUM
ap-6075	426	39	6	6	NUM
ap-6075	426	40	7	7	NUM
ap-6075	426	41	8	8	NUM
ap-6075	426	42	ti	ti	NOUN
ap-6075	426	43	m	m	NOUN
ap-6075	426	44	e	e	NOUN
ap-6075	426	45	threads	thread	NOUN
ap-6075	426	46	1d	1d	NUM
ap-6075	426	47	2d	2d	NUM
ap-6075	426	48	3d	3d	NUM
ap-6075	426	49	figure	figure	NOUN
ap-6075	426	50	5	5	NUM
ap-6075	426	51	.	.	PUNCT
ap-6075	427	1	graphs	graph	NOUN
ap-6075	427	2	of	of	ADP
ap-6075	427	3	weak	weak	ADJ
ap-6075	427	4	parallel	parallel	ADJ
ap-6075	427	5	scalability	scalability	NOUN
ap-6075	427	6	on	on	ADP
ap-6075	427	7	the	the	DET
ap-6075	427	8	cpu	cpu	NOUN
ap-6075	427	9	–	–	PUNCT
ap-6075	427	10	the	the	DET
ap-6075	427	11	figure	figure	NOUN
ap-6075	427	12	on	on	ADP
ap-6075	427	13	the	the	DET
ap-6075	427	14	top	top	NOUN
ap-6075	427	15	shows	show	VERB
ap-6075	427	16	the	the	DET
ap-6075	427	17	results	result	NOUN
ap-6075	427	18	of	of	ADP
ap-6075	427	19	the	the	DET
ap-6075	427	20	explicit	explicit	ADJ
ap-6075	427	21	solver	solver	NOUN
ap-6075	427	22	,	,	PUNCT
ap-6075	427	23	the	the	DET
ap-6075	427	24	one	one	NOUN
ap-6075	427	25	on	on	ADP
ap-6075	427	26	the	the	DET
ap-6075	427	27	bottom	bottom	NOUN
ap-6075	427	28	shows	show	VERB
ap-6075	427	29	the	the	DET
ap-6075	427	30	implicit	implicit	ADJ
ap-6075	427	31	solver	solver	NOUN
ap-6075	427	32	.	.	PUNCT
ap-6075	428	1	the	the	DET
ap-6075	428	2	red	red	ADJ
ap-6075	428	3	curve	curve	NOUN
ap-6075	428	4	represents	represent	VERB
ap-6075	428	5	computations	computation	NOUN
ap-6075	428	6	in	in	ADP
ap-6075	428	7	1d	1d	NUM
ap-6075	428	8	,	,	PUNCT
ap-6075	428	9	the	the	DET
ap-6075	428	10	green	green	ADJ
ap-6075	428	11	one	one	NUM
ap-6075	428	12	in	in	ADP
ap-6075	428	13	2d	2d	NUM
ap-6075	428	14	and	and	CCONJ
ap-6075	428	15	the	the	DET
ap-6075	428	16	blue	blue	ADJ
ap-6075	428	17	one	one	NUM
ap-6075	428	18	in	in	ADP
ap-6075	428	19	3d	3d	NUM
ap-6075	428	20	.	.	PUNCT
ap-6075	429	1	the	the	DET
ap-6075	429	2	problem	problem	NOUN
ap-6075	429	3	size	size	NOUN
ap-6075	429	4	grows	grow	VERB
ap-6075	429	5	linearly	linearly	ADV
ap-6075	429	6	with	with	ADP
ap-6075	429	7	the	the	DET
ap-6075	429	8	number	number	NOUN
ap-6075	429	9	of	of	ADP
ap-6075	429	10	threads	thread	NOUN
ap-6075	429	11	.	.	PUNCT
ap-6075	430	1	therefore	therefore	ADV
ap-6075	430	2	the	the	DET
ap-6075	430	3	more	more	ADV
ap-6075	430	4	straight	straight	ADJ
ap-6075	430	5	the	the	DET
ap-6075	430	6	curve	curve	NOUN
ap-6075	430	7	is	be	AUX
ap-6075	430	8	the	the	DET
ap-6075	430	9	better	well	ADJ
ap-6075	430	10	parallel	parallel	ADJ
ap-6075	430	11	scalability	scalability	NOUN
ap-6075	430	12	the	the	DET
ap-6075	430	13	solver	solver	ADJ
ap-6075	430	14	exhibits	exhibit	NOUN
ap-6075	430	15	.	.	PUNCT
ap-6075	431	1	time(s	time(s	ADJ
ap-6075	431	2	)	)	PUNCT
ap-6075	431	3	explicit	explicit	ADJ
ap-6075	431	4	implicit	implicit	ADJ
ap-6075	431	5	threads	thread	NOUN
ap-6075	431	6	1d	1d	NUM
ap-6075	431	7	2d	2d	NUM
ap-6075	431	8	3d	3d	NOUN
ap-6075	431	9	1d	1d	NUM
ap-6075	431	10	2d	2d	NOUN
ap-6075	431	11	3d	3d	NUM
ap-6075	431	12	1	1	NUM
ap-6075	431	13	0.56	0.56	NUM
ap-6075	431	14	1.06	1.06	NUM
ap-6075	431	15	1.34	1.34	NUM
ap-6075	431	16	1.25	1.25	NUM
ap-6075	431	17	2.84	2.84	NUM
ap-6075	431	18	5.59	5.59	NUM
ap-6075	431	19	2	2	NUM
ap-6075	431	20	0.58	0.58	NUM
ap-6075	431	21	1.31	1.31	NUM
ap-6075	431	22	1.36	1.36	NUM
ap-6075	431	23	1.29	1.29	NUM
ap-6075	431	24	3.54	3.54	NUM
ap-6075	431	25	5.82	5.82	NUM
ap-6075	431	26	3	3	NUM
ap-6075	431	27	0.61	0.61	NUM
ap-6075	431	28	1.42	1.42	NUM
ap-6075	431	29	1.35	1.35	NUM
ap-6075	431	30	1.30	1.30	NUM
ap-6075	431	31	3.61	3.61	NUM
ap-6075	431	32	6.09	6.09	NUM
ap-6075	431	33	4	4	NUM
ap-6075	431	34	0.59	0.59	NUM
ap-6075	431	35	1.51	1.51	NUM
ap-6075	431	36	1.49	1.49	NUM
ap-6075	431	37	1.31	1.31	NUM
ap-6075	431	38	3.80	3.80	NUM
ap-6075	431	39	6.30	6.30	NUM
ap-6075	431	40	5	5	NUM
ap-6075	431	41	0.60	0.60	NUM
ap-6075	431	42	1.54	1.54	NUM
ap-6075	431	43	1.80	1.80	NUM
ap-6075	431	44	1.31	1.31	NUM
ap-6075	431	45	3.80	3.80	NUM
ap-6075	431	46	6.59	6.59	NUM
ap-6075	431	47	6	6	NUM
ap-6075	431	48	0.61	0.61	NUM
ap-6075	431	49	1.51	1.51	NUM
ap-6075	431	50	1.94	1.94	NUM
ap-6075	431	51	1.31	1.31	NUM
ap-6075	431	52	3.68	3.68	NUM
ap-6075	431	53	7.07	7.07	NUM
ap-6075	431	54	7	7	NUM
ap-6075	431	55	0.60	0.60	NUM
ap-6075	431	56	1.42	1.42	NUM
ap-6075	431	57	1.91	1.91	NUM
ap-6075	431	58	1.32	1.32	NUM
ap-6075	431	59	3.60	3.60	NUM
ap-6075	431	60	7.59	7.59	NUM
ap-6075	431	61	8	8	NUM
ap-6075	431	62	0.66	0.66	NUM
ap-6075	431	63	1.41	1.41	NUM
ap-6075	431	64	1.97	1.97	NUM
ap-6075	431	65	1.36	1.36	NUM
ap-6075	431	66	3.54	3.54	NUM
ap-6075	431	67	8.31	8.31	NUM
ap-6075	431	68	table	table	NOUN
ap-6075	431	69	11	11	NUM
ap-6075	431	70	.	.	PUNCT
ap-6075	432	1	the	the	DET
ap-6075	432	2	weak	weak	ADJ
ap-6075	432	3	scalability	scalability	NOUN
ap-6075	432	4	on	on	ADP
ap-6075	432	5	the	the	DET
ap-6075	432	6	cpu	cpu	NOUN
ap-6075	432	7	–	–	PUNCT
ap-6075	432	8	the	the	DET
ap-6075	432	9	columns	column	NOUN
ap-6075	432	10	represent	represent	VERB
ap-6075	432	11	the	the	DET
ap-6075	432	12	cpu	cpu	ADJ
ap-6075	432	13	time	time	NOUN
ap-6075	432	14	of	of	ADP
ap-6075	432	15	simulation	simulation	NOUN
ap-6075	432	16	on	on	ADP
ap-6075	432	17	a	a	DET
ap-6075	432	18	domain	domain	NOUN
ap-6075	432	19	growing	grow	VERB
ap-6075	432	20	linearly	linearly	ADV
ap-6075	432	21	with	with	ADP
ap-6075	432	22	the	the	DET
ap-6075	432	23	number	number	NOUN
ap-6075	432	24	of	of	ADP
ap-6075	432	25	threads	thread	NOUN
ap-6075	432	26	(	(	PUNCT
ap-6075	432	27	the	the	DET
ap-6075	432	28	first	first	ADJ
ap-6075	432	29	column	column	NOUN
ap-6075	432	30	)	)	PUNCT
ap-6075	432	31	.	.	PUNCT
ap-6075	433	1	the	the	PRON
ap-6075	433	2	less	less	ADV
ap-6075	433	3	the	the	DET
ap-6075	433	4	times	time	NOUN
ap-6075	433	5	grow	grow	VERB
ap-6075	433	6	with	with	ADP
ap-6075	433	7	the	the	DET
ap-6075	433	8	number	number	NOUN
ap-6075	433	9	of	of	ADP
ap-6075	433	10	threads	thread	NOUN
ap-6075	433	11	the	the	PRON
ap-6075	433	12	better	well	ADJ
ap-6075	433	13	the	the	DET
ap-6075	433	14	weak	weak	ADJ
ap-6075	433	15	scalabiltiy	scalabiltiy	NOUN
ap-6075	433	16	is	be	AUX
ap-6075	433	17	.	.	PUNCT
ap-6075	434	1	7	7	X
ap-6075	434	2	.	.	X
ap-6075	434	3	future	future	ADJ
ap-6075	434	4	work	work	NOUN
ap-6075	434	5	in	in	ADP
ap-6075	434	6	the	the	DET
ap-6075	434	7	future	future	NOUN
ap-6075	434	8	we	we	PRON
ap-6075	434	9	would	would	AUX
ap-6075	434	10	like	like	VERB
ap-6075	434	11	to	to	PART
ap-6075	434	12	improve	improve	VERB
ap-6075	434	13	the	the	DET
ap-6075	434	14	support	support	NOUN
ap-6075	434	15	of	of	ADP
ap-6075	434	16	mpi	mpi	NOUN
ap-6075	434	17	to	to	PART
ap-6075	434	18	make	make	VERB
ap-6075	434	19	computations	computation	NOUN
ap-6075	434	20	on	on	ADP
ap-6075	434	21	clusters	cluster	NOUN
ap-6075	434	22	easier	easy	ADJ
ap-6075	434	23	,	,	PUNCT
ap-6075	434	24	implement	implement	VERB
ap-6075	434	25	support	support	NOUN
ap-6075	434	26	of	of	ADP
ap-6075	434	27	gpus	gpu	NOUN
ap-6075	434	28	by	by	ADP
ap-6075	434	29	amd	amd	PROPN
ap-6075	434	30	company	company	NOUN
ap-6075	434	31	via	via	ADP
ap-6075	434	32	rocm	rocm	NOUN
ap-6075	434	33	toolkit	toolkit	NOUN
ap-6075	435	1	[	[	X
ap-6075	435	2	19	19	NUM
ap-6075	435	3	]	]	PUNCT
ap-6075	435	4	and	and	CCONJ
ap-6075	435	5	create	create	VERB
ap-6075	435	6	interface	interface	NOUN
ap-6075	435	7	of	of	ADP
ap-6075	435	8	tnl	tnl	PROPN
ap-6075	435	9	into	into	ADP
ap-6075	435	10	julia	julia	PROPN
ap-6075	435	11	[	[	X
ap-6075	435	12	20	20	NUM
ap-6075	435	13	]	]	PUNCT
ap-6075	435	14	.	.	PUNCT
ap-6075	436	1	as	as	SCONJ
ap-6075	436	2	we	we	PRON
ap-6075	436	3	mentioned	mention	VERB
ap-6075	436	4	before	before	ADV
ap-6075	436	5	,	,	PUNCT
ap-6075	436	6	efficient	efficient	ADJ
ap-6075	436	7	preconditioners	preconditioner	NOUN
ap-6075	436	8	for	for	ADP
ap-6075	436	9	linear	linear	PROPN
ap-6075	436	10	systems	system	NOUN
ap-6075	436	11	solvers	solver	NOUN
ap-6075	436	12	are	be	AUX
ap-6075	436	13	extremely	extremely	ADV
ap-6075	436	14	important	important	ADJ
ap-6075	436	15	.	.	PUNCT
ap-6075	437	1	currently	currently	ADV
ap-6075	437	2	we	we	PRON
ap-6075	437	3	are	be	AUX
ap-6075	437	4	working	work	VERB
ap-6075	437	5	on	on	ADP
ap-6075	437	6	a	a	DET
ap-6075	437	7	more	more	ADV
ap-6075	437	8	flexible	flexible	ADJ
ap-6075	437	9	implementation	implementation	NOUN
ap-6075	437	10	of	of	ADP
ap-6075	437	11	sparse	sparse	ADJ
ap-6075	437	12	matrices	matrix	NOUN
ap-6075	437	13	,	,	PUNCT
ap-6075	437	14	on	on	ADP
ap-6075	437	15	adaptive	adaptive	ADJ
ap-6075	437	16	numerical	numerical	ADJ
ap-6075	437	17	grids	grid	NOUN
ap-6075	437	18	and	and	CCONJ
ap-6075	437	19	distributed	distribute	VERB
ap-6075	437	20	unstructured	unstructured	ADJ
ap-6075	437	21	numerical	numerical	ADJ
ap-6075	437	22	meshes	mesh	NOUN
ap-6075	437	23	.	.	PUNCT
ap-6075	438	1	133	133	NUM
ap-6075	438	2	t.	t.	NOUN
ap-6075	438	3	oberhuber	oberhuber	PROPN
ap-6075	438	4	,	,	PUNCT
ap-6075	438	5	j.	j.	PROPN
ap-6075	438	6	klinkovský	klinkovský	PROPN
ap-6075	438	7	,	,	PUNCT
ap-6075	438	8	r.	r.	PROPN
ap-6075	438	9	fučík	fučík	PROPN
ap-6075	438	10	acta	acta	PROPN
ap-6075	438	11	polytechnica	polytechnica	PROPN
ap-6075	438	12	8	8	NUM
ap-6075	438	13	.	.	PUNCT
ap-6075	439	1	conclusion	conclusion	NOUN
ap-6075	439	2	we	we	PRON
ap-6075	439	3	have	have	AUX
ap-6075	439	4	presented	present	VERB
ap-6075	439	5	template	template	NOUN
ap-6075	439	6	numerical	numerical	ADJ
ap-6075	439	7	library	library	NOUN
ap-6075	439	8	,	,	PUNCT
ap-6075	439	9	tnl	tnl	PROPN
ap-6075	439	10	,	,	PUNCT
ap-6075	439	11	for	for	ADP
ap-6075	439	12	easy	easy	ADJ
ap-6075	439	13	development	development	NOUN
ap-6075	439	14	of	of	ADP
ap-6075	439	15	numerical	numerical	ADJ
ap-6075	439	16	solvers	solver	NOUN
ap-6075	439	17	on	on	ADP
ap-6075	439	18	modern	modern	ADJ
ap-6075	439	19	parallel	parallel	ADJ
ap-6075	439	20	architectures	architecture	NOUN
ap-6075	439	21	.	.	PUNCT
ap-6075	440	1	we	we	PRON
ap-6075	440	2	have	have	AUX
ap-6075	440	3	described	describe	VERB
ap-6075	440	4	details	detail	NOUN
ap-6075	440	5	of	of	ADP
ap-6075	440	6	the	the	DET
ap-6075	440	7	tnl	tnl	PROPN
ap-6075	440	8	design	design	NOUN
ap-6075	440	9	and	and	CCONJ
ap-6075	440	10	we	we	PRON
ap-6075	440	11	have	have	AUX
ap-6075	440	12	presented	present	VERB
ap-6075	440	13	a	a	DET
ap-6075	440	14	number	number	NOUN
ap-6075	440	15	of	of	ADP
ap-6075	440	16	numerical	numerical	ADJ
ap-6075	440	17	experiments	experiment	NOUN
ap-6075	440	18	to	to	PART
ap-6075	440	19	demonstrate	demonstrate	VERB
ap-6075	440	20	the	the	DET
ap-6075	440	21	scalability	scalability	NOUN
ap-6075	440	22	of	of	ADP
ap-6075	440	23	tnl	tnl	PROPN
ap-6075	440	24	on	on	ADP
ap-6075	440	25	multi	multi	ADJ
ap-6075	440	26	-	-	ADJ
ap-6075	440	27	core	core	ADJ
ap-6075	440	28	cpus	cpu	NOUN
ap-6075	440	29	together	together	ADV
ap-6075	440	30	with	with	ADP
ap-6075	440	31	the	the	DET
ap-6075	440	32	speedup	speedup	NOUN
ap-6075	440	33	on	on	ADP
ap-6075	440	34	gpus	gpu	NOUN
ap-6075	440	35	.	.	PUNCT
ap-6075	441	1	the	the	DET
ap-6075	441	2	explicit	explicit	ADJ
ap-6075	441	3	solver	solver	NOUN
ap-6075	441	4	achieves	achieve	VERB
ap-6075	441	5	speed	speed	NOUN
ap-6075	441	6	–	–	PUNCT
ap-6075	441	7	up	up	ADP
ap-6075	441	8	of	of	ADP
ap-6075	441	9	8	8	NUM
ap-6075	441	10	to	to	PART
ap-6075	441	11	99	99	NUM
ap-6075	441	12	depending	depend	VERB
ap-6075	441	13	on	on	ADP
ap-6075	441	14	the	the	DET
ap-6075	441	15	arithmetic	arithmetic	ADJ
ap-6075	441	16	intensity	intensity	NOUN
ap-6075	441	17	.	.	PUNCT
ap-6075	442	1	the	the	DET
ap-6075	442	2	semi	semi	ADJ
ap-6075	442	3	-	-	ADJ
ap-6075	442	4	implicit	implicit	ADJ
ap-6075	442	5	solver	solver	NOUN
ap-6075	442	6	gives	give	VERB
ap-6075	442	7	a	a	DET
ap-6075	442	8	speed	speed	NOUN
ap-6075	442	9	–	–	PUNCT
ap-6075	442	10	up	up	ADP
ap-6075	442	11	of	of	ADP
ap-6075	442	12	almost	almost	ADV
ap-6075	442	13	11	11	NUM
ap-6075	442	14	.	.	PUNCT
ap-6075	443	1	both	both	DET
ap-6075	443	2	results	result	NOUN
ap-6075	443	3	were	be	AUX
ap-6075	443	4	obtained	obtain	VERB
ap-6075	443	5	by	by	ADP
ap-6075	443	6	the	the	DET
ap-6075	443	7	comparison	comparison	NOUN
ap-6075	443	8	of	of	ADP
ap-6075	443	9	8	8	NUM
ap-6075	443	10	core	core	NOUN
ap-6075	443	11	cpu	cpu	NOUN
ap-6075	443	12	intel	intel	PROPN
ap-6075	443	13	xeon	xeon	PROPN
ap-6075	443	14	with	with	ADP
ap-6075	443	15	the	the	DET
ap-6075	443	16	gpu	gpu	PROPN
ap-6075	443	17	nvidia	nvidia	PROPN
ap-6075	443	18	tesla	tesla	PROPN
ap-6075	443	19	v100	v100	PROPN
ap-6075	443	20	.	.	PUNCT
ap-6075	444	1	acknowledgements	acknowledgement	VERB
ap-6075	444	2	the	the	DET
ap-6075	444	3	work	work	NOUN
ap-6075	444	4	was	be	AUX
ap-6075	444	5	supported	support	VERB
ap-6075	444	6	by	by	ADP
ap-6075	444	7	the	the	DET
ap-6075	444	8	ministry	ministry	PROPN
ap-6075	444	9	of	of	ADP
ap-6075	444	10	education	education	PROPN
ap-6075	444	11	,	,	PUNCT
ap-6075	444	12	youth	youth	NOUN
ap-6075	444	13	and	and	CCONJ
ap-6075	444	14	sports	sport	NOUN
ap-6075	444	15	opvvv	opvvv	NOUN
ap-6075	444	16	project	project	NOUN
ap-6075	444	17	no	no	INTJ
ap-6075	444	18	.	.	PUNCT
ap-6075	445	1	cz.02.1.01/0.0/0.0/16_019/0000765	cz.02.1.01/0.0/0.0/16_019/0000765	PROPN
ap-6075	445	2	:	:	PUNCT
ap-6075	445	3	research	research	NOUN
ap-6075	445	4	center	center	NOUN
ap-6075	445	5	for	for	ADP
ap-6075	445	6	informatics	informatic	NOUN
ap-6075	445	7	,	,	PUNCT
ap-6075	445	8	the	the	DET
ap-6075	445	9	large	large	ADJ
ap-6075	445	10	infrastructures	infrastructure	NOUN
ap-6075	445	11	for	for	ADP
ap-6075	445	12	research	research	NOUN
ap-6075	445	13	,	,	PUNCT
ap-6075	445	14	experimental	experimental	ADJ
ap-6075	445	15	development	development	NOUN
ap-6075	445	16	and	and	CCONJ
ap-6075	445	17	innovations	innovation	NOUN
ap-6075	445	18	project	project	NOUN
ap-6075	445	19	it4innovations	it4innovation	VERB
ap-6075	446	1	national	national	ADJ
ap-6075	446	2	supercomputing	supercomputing	PROPN
ap-6075	446	3	center	center	PROPN
ap-6075	446	4	–	–	PUNCT
ap-6075	446	5	lm2015070	lm2015070	NOUN
ap-6075	446	6	and	and	CCONJ
ap-6075	446	7	project	project	VERB
ap-6075	446	8	no	no	INTJ
ap-6075	446	9	.	.	NOUN
ap-6075	446	10	18	18	NUM
ap-6075	446	11	-	-	PUNCT
ap-6075	446	12	09539s	09539s	NUM
ap-6075	446	13	of	of	ADP
ap-6075	446	14	the	the	DET
ap-6075	446	15	czech	czech	PROPN
ap-6075	446	16	science	science	PROPN
ap-6075	446	17	foundation	foundation	PROPN
ap-6075	446	18	.	.	PUNCT
ap-6075	447	1	references	reference	NOUN
ap-6075	447	2	[	[	X
ap-6075	447	3	1	1	X
ap-6075	447	4	]	]	PUNCT
ap-6075	447	5	j.	j.	PROPN
ap-6075	447	6	cheng	cheng	PROPN
ap-6075	447	7	,	,	PUNCT
ap-6075	447	8	m.	m.	NOUN
ap-6075	447	9	grossman	grossman	PROPN
ap-6075	447	10	,	,	PUNCT
ap-6075	447	11	t.	t.	PROPN
ap-6075	447	12	mckercher	mckercher	PROPN
ap-6075	447	13	.	.	PUNCT
ap-6075	448	1	professional	professional	ADJ
ap-6075	448	2	cuda	cuda	PROPN
ap-6075	448	3	c	c	PROPN
ap-6075	448	4	programming	programming	PROPN
ap-6075	448	5	.	.	PUNCT
ap-6075	449	1	wrox	wrox	PROPN
ap-6075	449	2	,	,	PUNCT
ap-6075	449	3	2014	2014	NUM
ap-6075	449	4	.	.	PUNCT
ap-6075	450	1	[	[	X
ap-6075	450	2	2	2	NUM
ap-6075	450	3	]	]	SYM
ap-6075	450	4	cublas	cubla	NOUN
ap-6075	450	5	.	.	PUNCT
ap-6075	451	1	https://developer.nvidia.com/cublas	https://developer.nvidia.com/cublas	X
ap-6075	451	2	.	.	PUNCT
ap-6075	452	1	[	[	X
ap-6075	452	2	3	3	NUM
ap-6075	452	3	]	]	X
ap-6075	452	4	cusparse	cusparse	NOUN
ap-6075	452	5	.	.	PUNCT
ap-6075	453	1	https://developer.nvidia.com/cusparse	https://developer.nvidia.com/cusparse	X
ap-6075	453	2	.	.	PUNCT
ap-6075	454	1	[	[	X
ap-6075	454	2	4	4	NUM
ap-6075	454	3	]	]	PUNCT
ap-6075	454	4	thrust	thrust	NOUN
ap-6075	454	5	.	.	PUNCT
ap-6075	455	1	https://developer.nvidia.com/thrust	https://developer.nvidia.com/thrust	NUM
ap-6075	455	2	.	.	PUNCT
ap-6075	456	1	[	[	X
ap-6075	456	2	5	5	X
ap-6075	456	3	]	]	X
ap-6075	456	4	kokkos	kokkos	PROPN
ap-6075	456	5	.	.	PUNCT
ap-6075	456	6	https://github.com/kokkos/kokkos	https://github.com/kokkos/kokkos	PROPN
ap-6075	456	7	.	.	PUNCT
ap-6075	457	1	[	[	X
ap-6075	457	2	6	6	NUM
ap-6075	457	3	]	]	PUNCT
ap-6075	457	4	viennacl	viennacl	NOUN
ap-6075	457	5	.	.	PUNCT
ap-6075	458	1	http://viennacl.sourceforge.net	http://viennacl.sourceforge.net	PROPN
ap-6075	458	2	.	.	PUNCT
ap-6075	459	1	[	[	X
ap-6075	459	2	7	7	NUM
ap-6075	459	3	]	]	X
ap-6075	459	4	petsc	petsc	NOUN
ap-6075	459	5	.	.	PUNCT
ap-6075	460	1	https://www.mcs.anl.gov/petsc	https://www.mcs.anl.gov/petsc	PROPN
ap-6075	460	2	.	.	PUNCT
ap-6075	461	1	[	[	X
ap-6075	461	2	8	8	NUM
ap-6075	461	3	]	]	X
ap-6075	461	4	eigen	eigen	X
ap-6075	461	5	.	.	PUNCT
ap-6075	461	6	http://eigen.tuxfamily.org/index.php	http://eigen.tuxfamily.org/index.php	PROPN
ap-6075	461	7	.	.	PUNCT
ap-6075	462	1	[	[	X
ap-6075	462	2	9	9	NUM
ap-6075	462	3	]	]	PUNCT
ap-6075	462	4	m.	m.	NOUN
ap-6075	462	5	harris	harris	PROPN
ap-6075	462	6	,	,	PUNCT
ap-6075	462	7	s.	s.	PROPN
ap-6075	462	8	sengupta	sengupta	PROPN
ap-6075	462	9	,	,	PUNCT
ap-6075	462	10	j.	j.	PROPN
ap-6075	462	11	d.	d.	PROPN
ap-6075	462	12	owens	owens	PROPN
ap-6075	462	13	.	.	PUNCT
ap-6075	463	1	gpu	gpu	NOUN
ap-6075	463	2	gems	gem	NOUN
ap-6075	463	3	3	3	NUM
ap-6075	463	4	,	,	PUNCT
ap-6075	463	5	chap	chap	NOUN
ap-6075	463	6	.	.	PUNCT
ap-6075	464	1	parallel	parallel	ADJ
ap-6075	464	2	prefix	prefix	NOUN
ap-6075	464	3	sum	sum	NOUN
ap-6075	464	4	(	(	PUNCT
ap-6075	464	5	scan	scan	PROPN
ap-6075	464	6	)	)	PUNCT
ap-6075	464	7	with	with	ADP
ap-6075	464	8	cuda	cuda	NOUN
ap-6075	464	9	,	,	PUNCT
ap-6075	464	10	pp	pp	ADV
ap-6075	464	11	.	.	PUNCT
ap-6075	465	1	851–876	851–876	NUM
ap-6075	465	2	.	.	NOUN
ap-6075	465	3	2007	2007	NUM
ap-6075	465	4	.	.	PUNCT
ap-6075	466	1	[	[	X
ap-6075	466	2	10	10	NUM
ap-6075	466	3	]	]	X
ap-6075	466	4	n.	n.	PROPN
ap-6075	466	5	bell	bell	PROPN
ap-6075	466	6	,	,	PUNCT
ap-6075	466	7	m.	m.	NOUN
ap-6075	466	8	garland	garland	PROPN
ap-6075	466	9	.	.	PUNCT
ap-6075	467	1	efficient	efficient	ADJ
ap-6075	467	2	sparse	sparse	ADJ
ap-6075	467	3	matrix	matrix	NOUN
ap-6075	467	4	-	-	PUNCT
ap-6075	467	5	vector	vector	NOUN
ap-6075	467	6	multiplication	multiplication	NOUN
ap-6075	467	7	on	on	ADP
ap-6075	467	8	cuda	cuda	NOUN
ap-6075	467	9	.	.	PUNCT
ap-6075	468	1	tech	tech	PROPN
ap-6075	468	2	.	.	PUNCT
ap-6075	469	1	rep	rep	PROPN
ap-6075	469	2	.	.	PROPN
ap-6075	469	3	technical	technical	PROPN
ap-6075	469	4	report	report	PROPN
ap-6075	469	5	nvr-2008	nvr-2008	NOUN
ap-6075	469	6	-	-	PUNCT
ap-6075	469	7	004	004	NOUN
ap-6075	469	8	,	,	PUNCT
ap-6075	469	9	nvidia	nvidia	PROPN
ap-6075	469	10	corporation	corporation	NOUN
ap-6075	469	11	,	,	PUNCT
ap-6075	469	12	2008	2008	NUM
ap-6075	469	13	.	.	PUNCT
ap-6075	470	1	[	[	X
ap-6075	470	2	11	11	NUM
ap-6075	470	3	]	]	PUNCT
ap-6075	470	4	t.	t.	NOUN
ap-6075	470	5	oberhuber	oberhuber	PROPN
ap-6075	470	6	,	,	PUNCT
ap-6075	470	7	a.	a.	PROPN
ap-6075	470	8	suzuki	suzuki	PROPN
ap-6075	470	9	,	,	PUNCT
ap-6075	470	10	j.	j.	PROPN
ap-6075	470	11	vacata	vacata	PROPN
ap-6075	470	12	.	.	PUNCT
ap-6075	471	1	new	new	ADJ
ap-6075	471	2	row	row	NOUN
ap-6075	471	3	-	-	PUNCT
ap-6075	471	4	grouped	group	VERB
ap-6075	471	5	csr	csr	NOUN
ap-6075	471	6	format	format	NOUN
ap-6075	471	7	for	for	ADP
ap-6075	471	8	storing	store	VERB
ap-6075	471	9	the	the	DET
ap-6075	471	10	sparse	sparse	ADJ
ap-6075	471	11	matrices	matrix	NOUN
ap-6075	471	12	on	on	ADP
ap-6075	471	13	gpu	gpu	NOUN
ap-6075	471	14	with	with	ADP
ap-6075	471	15	implementation	implementation	NOUN
ap-6075	471	16	in	in	ADP
ap-6075	471	17	cuda	cuda	NOUN
ap-6075	471	18	.	.	PUNCT
ap-6075	472	1	acta	acta	PROPN
ap-6075	472	2	technica	technica	PROPN
ap-6075	472	3	56:447–466	56:447–466	PROPN
ap-6075	472	4	,	,	PUNCT
ap-6075	472	5	2011	2011	NUM
ap-6075	472	6	.	.	PUNCT
ap-6075	473	1	[	[	X
ap-6075	473	2	12	12	NUM
ap-6075	473	3	]	]	PUNCT
ap-6075	473	4	a.	a.	NOUN
ap-6075	473	5	monakov	monakov	PROPN
ap-6075	473	6	,	,	PUNCT
ap-6075	473	7	a.	a.	PROPN
ap-6075	473	8	lokhmotov	lokhmotov	PROPN
ap-6075	473	9	,	,	PUNCT
ap-6075	473	10	a.	a.	PROPN
ap-6075	473	11	avetisyan	avetisyan	PROPN
ap-6075	473	12	.	.	PUNCT
ap-6075	474	1	automatically	automatically	ADV
ap-6075	474	2	tuning	tune	VERB
ap-6075	474	3	sparse	sparse	ADJ
ap-6075	474	4	matrix	matrix	NOUN
ap-6075	474	5	-	-	PUNCT
ap-6075	474	6	vector	vector	NOUN
ap-6075	474	7	multiplication	multiplication	NOUN
ap-6075	474	8	for	for	ADP
ap-6075	474	9	gpu	gpu	PROPN
ap-6075	474	10	architectures	architecture	NOUN
ap-6075	474	11	.	.	PUNCT
ap-6075	475	1	in	in	ADP
ap-6075	475	2	hipeac	hipeac	PROPN
ap-6075	475	3	2010	2010	NUM
ap-6075	475	4	,	,	PUNCT
ap-6075	475	5	pp	pp	ADP
ap-6075	475	6	.	.	PUNCT
ap-6075	476	1	111–125	111–125	NUM
ap-6075	476	2	.	.	PUNCT
ap-6075	476	3	springer	springer	NOUN
ap-6075	476	4	-	-	PUNCT
ap-6075	476	5	verlag	verlag	PROPN
ap-6075	476	6	berlin	berlin	PROPN
ap-6075	476	7	heidelberg	heidelberg	PROPN
ap-6075	476	8	,	,	PUNCT
ap-6075	476	9	2010	2010	NUM
ap-6075	476	10	.	.	PUNCT
ap-6075	477	1	[	[	X
ap-6075	477	2	13	13	NUM
ap-6075	477	3	]	]	PUNCT
ap-6075	477	4	m.	m.	NOUN
ap-6075	477	5	heller	heller	NOUN
ap-6075	477	6	,	,	PUNCT
ap-6075	477	7	t.	t.	PROPN
ap-6075	477	8	oberhuber	oberhuber	PROPN
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ap-6075	477	35	.	.	PUNCT
ap-6075	477	36	)	)	PUNCT
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ap-6075	478	4	.	.	PUNCT
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ap-6075	479	3	]	]	X
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ap-6075	480	2	,	,	PUNCT
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ap-6075	480	5	.	.	PROPN
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ap-6075	481	2	:	:	PUNCT
ap-6075	481	3	a	a	DET
ap-6075	481	4	bisection	bisection	NOUN
ap-6075	481	5	ellpack	ellpack	NOUN
ap-6075	481	6	-	-	PUNCT
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ap-6075	481	8	storage	storage	NOUN
ap-6075	481	9	format	format	NOUN
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ap-6075	481	12	spmv	spmv	NOUN
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ap-6075	481	15	.	.	PUNCT
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ap-6075	482	2	of	of	ADP
ap-6075	482	3	parallel	parallel	ADJ
ap-6075	482	4	and	and	CCONJ
ap-6075	482	5	distributed	distribute	VERB
ap-6075	482	6	computing	compute	VERB
ap-6075	482	7	74(7):2639	74(7):2639	PROPN
ap-6075	482	8	–	–	PUNCT
ap-6075	482	9	2647	2647	NUM
ap-6075	482	10	,	,	PUNCT
ap-6075	482	11	2014	2014	NUM
ap-6075	482	12	.	.	PUNCT
ap-6075	483	1	[	[	X
ap-6075	483	2	15	15	NUM
ap-6075	483	3	]	]	X
ap-6075	483	4	r.	r.	PROPN
ap-6075	483	5	fučík	fučík	PROPN
ap-6075	483	6	,	,	PUNCT
ap-6075	483	7	j.	j.	PROPN
ap-6075	483	8	klinkovský	klinkovský	PROPN
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ap-6075	483	13	et	et	PROPN
ap-6075	483	14	al	al	PROPN
ap-6075	483	15	.	.	PUNCT
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ap-6075	484	3	-	-	PUNCT
ap-6075	484	4	hybrid	hybrid	ADJ
ap-6075	484	5	finite	finite	NOUN
ap-6075	484	6	element	element	NOUN
ap-6075	484	7	method	method	NOUN
ap-6075	484	8	for	for	ADP
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ap-6075	484	10	two	two	NUM
ap-6075	484	11	-	-	PUNCT
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ap-6075	484	13	flow	flow	NOUN
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ap-6075	484	16	porous	porous	ADJ
ap-6075	484	17	media	medium	NOUN
ap-6075	484	18	and	and	CCONJ
ap-6075	484	19	its	its	PRON
ap-6075	484	20	parallel	parallel	ADJ
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ap-6075	484	22	on	on	ADP
ap-6075	484	23	gpu	gpu	PROPN
ap-6075	484	24	.	.	PROPN
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ap-6075	484	31	.	.	PUNCT
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ap-6075	485	2	16	16	NUM
ap-6075	485	3	]	]	PUNCT
ap-6075	485	4	t.	t.	NOUN
ap-6075	485	5	oberhuber	oberhuber	PROPN
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ap-6075	486	5	the	the	DET
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ap-6075	486	7	of	of	ADP
ap-6075	486	8	lines	line	NOUN
ap-6075	486	9	for	for	ADP
ap-6075	486	10	the	the	DET
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ap-6075	486	13	flows	flow	NOUN
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ap-6075	487	3	,	,	PUNCT
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ap-6075	487	5	.	.	PUNCT
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ap-6075	488	3	]	]	PUNCT
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ap-6075	488	6	,	,	PUNCT
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ap-6075	488	9	,	,	PUNCT
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ap-6075	488	15	.	.	PUNCT
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ap-6075	492	8	on	on	ADP
ap-6075	492	9	compact	compact	ADJ
ap-6075	492	10	wy	wy	PROPN
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ap-6075	493	3	3(0):89–92	3(0):89–92	NUM
ap-6075	493	4	,	,	PUNCT
ap-6075	493	5	2011	2011	NUM
ap-6075	493	6	.	.	PUNCT
ap-6075	494	1	[	[	X
ap-6075	494	2	19	19	NUM
ap-6075	494	3	]	]	X
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ap-6075	494	5	.	.	PUNCT
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ap-6075	494	7	.	.	PUNCT
ap-6075	495	1	[	[	X
ap-6075	495	2	20	20	NUM
ap-6075	495	3	]	]	X
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ap-6075	495	5	.	.	PUNCT
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ap-6075	496	2	.	.	PROPN
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ap-6075	496	5	https://developer.nvidia.com/cusparse	https://developer.nvidia.com/cusparse	PROPN
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ap-6075	496	12	https://julialang.org	https://julialang.org	PROPN
ap-6075	496	13	acta	acta	PROPN
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ap-6075	496	16	,	,	PUNCT
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ap-6075	496	18	1	1	NUM
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ap-6075	496	20	2	2	NUM
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ap-6075	496	22	gpus	gpus	NOUN
ap-6075	496	23	3	3	NUM
ap-6075	496	24	data	data	NOUN
ap-6075	496	25	structures	structure	NOUN
ap-6075	496	26	and	and	CCONJ
ap-6075	496	27	algorithms	algorithm	NOUN
ap-6075	496	28	in	in	ADP
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ap-6075	496	52	problem	problem	NOUN
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ap-6075	496	54	5	5	NUM
ap-6075	496	55	tnl	tnl	PROPN
ap-6075	496	56	tools	tool	NOUN
ap-6075	496	57	6	6	NUM
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ap-6075	496	59	tests	test	VERB
ap-6075	496	60	6.1	6.1	NUM
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ap-6075	496	62	numerical	numerical	ADJ
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ap-6075	496	64	6.2	6.2	NUM
ap-6075	496	65	semi	semi	ADJ
ap-6075	496	66	-	-	ADJ
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ap-6075	496	68	numerical	numerical	ADJ
ap-6075	496	69	schemes	scheme	NOUN
ap-6075	496	70	7	7	NUM
ap-6075	496	71	future	future	ADJ
ap-6075	496	72	work	work	NOUN
ap-6075	496	73	8	8	NUM
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ap-6075	496	76	references	reference	NOUN