Table 1.

Specifications and approximate price of GPU cards and corresponding references.

GPU	# of CUDA Cores	FPP (TFLOPS)	MMB (GB/s)	Approximate Price ($)	Reference
NVIDIA GeForce GTX Series
970	1664	3.4	224	157	[65,66]
980 TI	2816	5.6	337	250	[52,67,68]
1050	640	1.7	112	140	[69,70]
1050 TI	768	2.0	112	157	[71,72,73]
1060	1280	3.9	121	160	[60,74,75]
1070	1920	5.8	256	300	[76,77]
1070 TI	2432	8.2	256	256	[78]
1080	2560	8.2	320	380	[79,80]
1080 TI	3584	10.6	484	748	[81,82,83], etc.
1660 TI	1536	5.4	288	290	[84]
TITAN X	3072	6.1	337	1150	[45,59]
NVIDIA GeForce RTX Series
2080	4352	10.6	448	1092	[85,86,87], etc.
2080 TI	4352	14.2	616	1099	[42,88,89], etc.
TITAN	4608	16.3	672	2499	[47,90]
NVIDIA Tesla Series
C2075	448	1.0	144	332	[43]
K20	2496	3.5	208	200	[91]
K40	2880	4.3	288	435	[92,93]
K80	4992	5.6	480	200	[94,95]
P100	3584	9.3	732	5899	[96,97,98]
NVIDIA Quadro Series
P2000	1024	2.3	140	569	[99]
P5000	2560	8.9	288	800	[53]
NVIDIA Jetson Series
NANO	128	0.4	26	100	[89]
TK1	192	0.5	6	60	[100]
TX2	256	1.3	60	400	[89]
Others
NVIDIA TITAN XP	3840	12.2	548	1467	[101,102,103]
Cloud server	—	—	—	—	[54,104]
CPU only	—	—	—	—	[64,105,106], etc.

Note: GPU is graphics processing unit; CPU is central processing unit; CUDA is computer unified device architecture; FPP is floating-point performance; TFLOPS is tera floating point operation per second; and MMB is maximum memory bandwidth. “—” indicates missing information.