id	sid	tid	token	lemma	pos
n583xs59350	1	1	with	with	ADP
n583xs59350	1	2	expansion	expansion	NOUN
n583xs59350	1	3	from	from	ADP
n583xs59350	1	4	multi	multi	ADJ
n583xs59350	1	5	-	-	ADJ
n583xs59350	1	6	core	core	NOUN
n583xs59350	1	7	to	to	ADP
n583xs59350	1	8	"	"	PUNCT
n583xs59350	1	9	manycore	manycore	NOUN
n583xs59350	1	10	,	,	PUNCT
n583xs59350	1	11	''	''	PUNCT
n583xs59350	1	12	including	include	VERB
n583xs59350	1	13	hundreds	hundred	NOUN
n583xs59350	1	14	of	of	ADP
n583xs59350	1	15	cores	core	NOUN
n583xs59350	1	16	per	per	ADP
n583xs59350	1	17	chip	chip	NOUN
n583xs59350	1	18	many	many	ADJ
n583xs59350	1	19	hpc	hpc	NOUN
n583xs59350	1	20	systems	system	NOUN
n583xs59350	1	21	are	be	AUX
n583xs59350	1	22	beginning	begin	VERB
n583xs59350	1	23	to	to	PART
n583xs59350	1	24	include	include	VERB
n583xs59350	1	25	additional	additional	ADJ
n583xs59350	1	26	layers	layer	NOUN
n583xs59350	1	27	of	of	ADP
n583xs59350	1	28	memory	memory	NOUN
n583xs59350	1	29	between	between	ADP
n583xs59350	1	30	the	the	DET
n583xs59350	1	31	main	main	ADJ
n583xs59350	1	32	memory	memory	NOUN
n583xs59350	1	33	and	and	CCONJ
n583xs59350	1	34	the	the	DET
n583xs59350	1	35	top	top	NOUN
n583xs59350	1	36	of	of	ADP
n583xs59350	1	37	the	the	DET
n583xs59350	1	38	cache	cache	NOUN
n583xs59350	1	39	hierarchy	hierarchy	NOUN
n583xs59350	1	40	.	.	PUNCT
n583xs59350	2	1	these	these	DET
n583xs59350	2	2	changes	change	NOUN
n583xs59350	2	3	to	to	ADP
n583xs59350	2	4	hardware	hardware	NOUN
n583xs59350	2	5	force	force	NOUN
n583xs59350	2	6	us	we	PRON
n583xs59350	2	7	to	to	PART
n583xs59350	2	8	reconsider	reconsider	VERB
n583xs59350	2	9	how	how	SCONJ
n583xs59350	2	10	to	to	PART
n583xs59350	2	11	design	design	VERB
n583xs59350	2	12	multithreaded	multithreaded	ADJ
n583xs59350	2	13	codes	code	NOUN
n583xs59350	2	14	so	so	SCONJ
n583xs59350	2	15	that	that	SCONJ
n583xs59350	2	16	we	we	PRON
n583xs59350	2	17	maximize	maximize	VERB
n583xs59350	2	18	the	the	DET
n583xs59350	2	19	benefit	benefit	NOUN
n583xs59350	2	20	of	of	ADP
n583xs59350	2	21	a	a	DET
n583xs59350	2	22	complex	complex	ADJ
n583xs59350	2	23	memory	memory	NOUN
n583xs59350	2	24	system.this	system.this	NOUN
n583xs59350	2	25	thesis	thesis	NOUN
n583xs59350	2	26	investigates	investigate	VERB
n583xs59350	2	27	various	various	ADJ
n583xs59350	2	28	algorithmic	algorithmic	ADJ
n583xs59350	2	29	strategies	strategy	NOUN
n583xs59350	2	30	and	and	CCONJ
n583xs59350	2	31	implements	implement	VERB
n583xs59350	2	32	the	the	DET
n583xs59350	2	33	strategies	strategy	NOUN
n583xs59350	2	34	on	on	ADP
n583xs59350	2	35	applications	application	NOUN
n583xs59350	2	36	such	such	ADJ
n583xs59350	2	37	as	as	ADP
n583xs59350	2	38	sort	sort	NOUN
n583xs59350	2	39	,	,	PUNCT
n583xs59350	2	40	matrix	matrix	NOUN
n583xs59350	2	41	multiply	multiply	PROPN
n583xs59350	2	42	,	,	PUNCT
n583xs59350	2	43	and	and	CCONJ
n583xs59350	2	44	fast	fast	ADJ
n583xs59350	2	45	fourier	fourier	NOUN
n583xs59350	2	46	transforms	transform	VERB
n583xs59350	2	47	fft	fft	NOUN
n583xs59350	2	48	.	.	PUNCT
n583xs59350	3	1	these	these	DET
n583xs59350	3	2	results	result	NOUN
n583xs59350	3	3	indicate	indicate	VERB
n583xs59350	3	4	that	that	SCONJ
n583xs59350	3	5	the	the	DET
n583xs59350	3	6	placement	placement	NOUN
n583xs59350	3	7	of	of	ADP
n583xs59350	3	8	data	datum	NOUN
n583xs59350	3	9	onto	onto	ADP
n583xs59350	3	10	physical	physical	ADJ
n583xs59350	3	11	memory	memory	NOUN
n583xs59350	3	12	channels	channel	NOUN
n583xs59350	3	13	can	can	AUX
n583xs59350	3	14	have	have	VERB
n583xs59350	3	15	a	a	DET
n583xs59350	3	16	significant	significant	ADJ
n583xs59350	3	17	impact	impact	NOUN
n583xs59350	3	18	on	on	ADP
n583xs59350	3	19	performance	performance	NOUN
n583xs59350	3	20	.	.	PUNCT
n583xs59350	4	1	the	the	DET
n583xs59350	4	2	key	key	ADJ
n583xs59350	4	3	strategy	strategy	NOUN
n583xs59350	4	4	developed	develop	VERB
n583xs59350	4	5	in	in	ADP
n583xs59350	4	6	this	this	DET
n583xs59350	4	7	work	work	NOUN
n583xs59350	4	8	uses	use	VERB
n583xs59350	4	9	a	a	DET
n583xs59350	4	10	library	library	NOUN
n583xs59350	4	11	that	that	PRON
n583xs59350	4	12	allows	allow	VERB
n583xs59350	4	13	the	the	DET
n583xs59350	4	14	user	user	NOUN
n583xs59350	4	15	to	to	PART
n583xs59350	4	16	explicitly	explicitly	ADV
n583xs59350	4	17	manage	manage	VERB
n583xs59350	4	18	the	the	DET
n583xs59350	4	19	relationship	relationship	NOUN
n583xs59350	4	20	between	between	ADP
n583xs59350	4	21	memory	memory	NOUN
n583xs59350	4	22	channels	channel	NOUN
n583xs59350	4	23	,	,	PUNCT
n583xs59350	4	24	directories	directory	NOUN
n583xs59350	4	25	,	,	PUNCT
n583xs59350	4	26	and	and	CCONJ
n583xs59350	4	27	cores	core	NOUN
n583xs59350	4	28	.	.	PUNCT
n583xs59350	5	1	this	this	DET
n583xs59350	5	2	library	library	NOUN
n583xs59350	5	3	is	be	AUX
n583xs59350	5	4	shown	show	VERB
n583xs59350	5	5	to	to	PART
n583xs59350	5	6	improve	improve	VERB
n583xs59350	5	7	performance	performance	NOUN
n583xs59350	5	8	of	of	ADP
n583xs59350	5	9	memory	memory	NOUN
n583xs59350	5	10	-	-	PUNCT
n583xs59350	5	11	sensitive	sensitive	ADJ
n583xs59350	5	12	codes	code	NOUN
n583xs59350	5	13	on	on	ADP
n583xs59350	5	14	a	a	DET
n583xs59350	5	15	a64fx	a64fx	NOUN
n583xs59350	5	16	node	node	NOUN
n583xs59350	5	17	by	by	ADP
n583xs59350	5	18	up	up	ADP
n583xs59350	5	19	to	to	ADP
n583xs59350	5	20	a	a	DET
n583xs59350	5	21	1.1x	1.1x	NUM
n583xs59350	5	22	speedup	speedup	NOUN
n583xs59350	5	23	.	.	PUNCT